Daily Tech News - 2026-04-30

The age of the autonomous agent has arrived in full force, as today’s tech landscape shifts from simple chat interfaces to AI systems that can independently manage infrastructure, secure data, and even buy their own web domains.

Leading the charge, Cloudflare’s "Agents Week" has introduced a suite of tools enabling AI agents to deploy software and manage persistent memory, while 1Password and Perplexity have expanded their partnership to secure the burgeoning "Perplexity Computer" ecosystem. The commercial appetite for this shift is undeniable, evidenced by a new agentic marketing platform reaching a $2.75 billion valuation. However, this rapid autonomy brings friction; a staggering 89% of enterprise engineering teams report experiencing AI-generated code incidents, highlighting a critical need for the deterministic API contexts and governed DevOps tools announced today by players like PayPal and Copado.

In the corporate and hardware spheres, Apple continues its dominant streak, posting a record-breaking $111.2 billion in Q2 revenue driven by all-time highs in services and iPhone sales. Meanwhile, the GPU wars intensify as AMD finally closes the gap with Nvidia by adopting long-awaited performance-enhancing features. Not all corporate news was celebratory, however, as the DOJ filed suit against Cloudera over alleged discriminatory hiring practices.

The day also marked a significant pivot in global infrastructure. In a major "green" transition, Germany’s former Grohnde nuclear plant is being transformed into a massive 1.4 GW battery storage hub, while Belgium has officially halted the decommissioning of its nuclear fleet to bolster energy security. These industrial shifts, paired with the somber news of genomics pioneer Craig Venter’s passing, underscore a day defined by the decommissioning of old paradigms and the high-speed deployment of the next digital frontier.

Featured Articles

1.4 GW: battery storage at former Grohnde nuclear power plant

1.4 GW: Huge battery storage at former Grohnde nuclear power plant 1.4 GW power, 6 GWh capacity: Emmerthal energy cluster to exceed Grohnde NPP output, located on major power lines. In 2021, the Grohn...

• Keywords: energy storage, emmerthal substation, grohnde substation, power plant, emmerthal municipality, storage grohnde, battery storage, municipality emmerthal, energy cluster, gwh energy
• Source: heise.de

12 IT and security voices shaping the conversation in 2026

12 IT and security voices shaping the conversation in 2026 Finding good information in IT and security has never been the hard part. Finding the people who are genuinely advancing the conversation — t...

• Keywords: security educators, security educator, security researcher, security professionals, security education, explore cybersecurity, cybersecurity education, security voices, security leaders, training cybersecurity
• Source: iru.com

1Password and Perplexity expand partnership to secure access for Perplexity Computer

1Password and Perplexity expand partnership to secure access for Perplexity Computer by John Torrey April 30, 2026 - 4 min AI has gotten very good at generating answers. The bigger opportunity now is...

• Keywords: enterprise secure, secure access, credentials ai, access secure, credentials security, 1password secure, access perplexity, security, 1password perplexity, unified access
• Source: 1password.com

6 Ways to Give AI Agents Deterministic API Context

6 Ways to Give AI Agents Deterministic API Context Posted in DesignStrategy J Simpson April 30, 2026 At PayPalDevDay 2025, PayPal’s Nathaniel Olson discussed a familiar problem. When he asked an AI co...

• Keywords: ai deterministic, ai agents, apis deterministic, ai agent, predictable api, deterministic api, deterministic ai, ai limitations, ways ai, make ai
• Source: nordicapis.com

89% of Enterprise Engineering Teams Have Experienced an AI-Generated Code Incident. The Data Explains Why.

89% of Enterprise Engineering Teams Have Experienced an AI-Generated Code Incident. The Data Explains Why. 89% of Enterprise Engineering Teams Have Experienced an AI-Generated Code Incident. The Data...

• Keywords: enterprise ai, ai caused, ai generated, caused ai, prevent ai, developers enterprise, ai introduces, safeguards ai, ai, ai related
• Source: qodo.ai

A $30 desk upgrade beats any internal PC component, and I recommend it constantly

Sometimes the best upgrades you can make to your PC are at your desk rather than inside the case. Let's say you have 32GB of DDR5 6000 RAM and enough RGB to see your PC from space. Yet after four hour...

• Keywords: pc upgrade, upgrade desk, best upgrades, upgrades significantly, upgrade especially, upgrades spend, significant upgrade, upgrade aesthetic, upgrades, essential upgrades
• Source: xda-developers.com

A Grounded Conceptual Model for Ownership Types in Rust

Abstract Programmers learning Rust struggle to understand ownership types, Rust’s core mechanism for ensuring memory safety without garbage collection. This paper describes our process of systematical...

• Keywords: teaching rust, rust learners, rust programs, rust programming, rust developers, learning rust, rust semantics, rust programmer, rust curriculum, semantics rust
• Source: cacm.acm.org

A Righteous Blow Against Racial Gerrymandering

The Supreme Court rightly puts an end to the routine use of racial segregation in drawing legislative districts. <img src="https://i0.wp.com/www.nationalreview.com/wp-content/uploads/2026/04/supreme-c...

• Keywords: racial segregation, segregation drawing, segregation, court statue, supreme court, drawing legislative, legislative districts, use racial, racial, districts img
• Source: nationalreview.com

Agent Bricks Supervisor Agent now supports custom MCP servers and custom agents on Databricks Apps

April 2026 These features and Databricks platform improvements were released in April 2026. Releases are staged. Your Databricks account might not be updated until a week or more after the initial rel...

• Keywords: agents databricks, task databricks, features databricks, databricks lakeflow, manage databricks, databricks managed, databricks premises, available databricks, databricks apps, apps databricks
• Source: docs.databricks.com

Agentic Marketing Platform for Enterprises Valued at $2.75B

Sponsored by Google Cloud Choosing Your First Generative AI Use Cases To get started with generative AI, first focus on areas that can improve human experiences with information. Native AI vendors are...

• Keywords: ai marketing, ai vendors, hightouch organizations, agentic marketing, ceo hightouch, embraced ai, marketing platform, marketing, marketing enterprises, capital ventures
• Source: aibusiness.com

Agents can now create Cloudflare accounts, buy domains, and deploy

Coding agents are great at building software. But to deploy to production they need three things from the cloud they want to host their app — an account, a way to pay, and an API token. Until now thes...

• Keywords: cloudflare agent, agents provision, cloudflare apis, provision agent, cloudflare provision, cloudflare partnering, provision cloudflare, cloudflare customers, api cloudflare, cloudflare behalf
• Source: blog.cloudflare.com

agg SQL function as a synonym for measure

Databricks SQL release notes 2026 The following Databricks SQL features and improvements were released in 2026. April 2026 agg SQL function as a synonym for measure April 30, 2026 The new agg aggregat...

• Keywords: databricks sql, spark databricks, spark sql, following databricks, updated databricks, databricks delta, written databricks, databricks, 2026 databricks, agg sql
• Source: docs.databricks.com

AI shopping agents now drive 805% more retail traffic. Yet most stores are invisible to them.

-5517fd7b58a6---4 crawled_date: 2026-04-30T15:22:11.239686+00:00 feed_url: https://levelup.gitconnected.com/feed published: Thu, 30 Apr 2026 14:58:39 GMT

Member-only story AI shopping agents now...

• Keywords: shopping agents, ai shopping, shopify brands, audited brands, commerce, shopify stores, commerce stores, shopify, retail traffic, agents audited
• Source: levelup.gitconnected.com

[AINews] The Inference Inflection

[AINews] The Inference Inflection a quiet day lets us reflect on the growing implications of the inference age Just as we covered World Models early this year, we’ll be releasing a short miniseries on...

• Keywords: inference arrived, inference age, cpus think, growing implications, cpu demand, cpu ironically, inference reason, rising cpu, implications inference, ainews inference
• Source: latent.space

amazeeClaw: Managed AI Agent Hosting With Sovereign Control

The Announcement amazee.ai, a Mirantis company, has launched amazeeClaw, a fully managed hosting platform for OpenClaw AI agents. The offering targets enterprises and development teams that want to de...

• Keywords: amazeeclaw developers, openclaw ai, deploy ai, developers amazeeclaw, capabilities amazeeclaw, hosting ai, infrastructure amazeeclaw, ai delivery, launched amazeeclaw, ai infrastructure
• Source: efficientlyconnected.com

AMD GPUs are finally getting the one feature that has become Nvidia's new USP

There's no denying that Nvidia has been at the top of the PC graphics industry for a long time, and I'm not just talking about market share or enterprise footprint. It has also pushed GPU technology f...

• Keywords: considering amd, mfg amd, gpu technology, better amd, amd chose, amd gpu, amd fsr, gpu era, nvidia superiority, generation nvidia
• Source: xda-developers.com

Anaconda Desktop: One Tool for Local AI Development

What’s Happening Anaconda has launched Anaconda Desktop, a free application now in public beta that consolidates conda environment management, local LLM inference, and a curated AI model catalog into...

• Keywords: anaconda infrastructure, interoperate anaconda, workflows anaconda, anaconda desktop, anaconda launched, existing anaconda, launched anaconda, management anaconda, conda environment, replaces anaconda
• Source: efficientlyconnected.com

Announcing Together AI and Adaption Partnership

We’re excited to partner with Adaption to make Together Fine-Tuning available in Adaptive Data. Adaption is co-founded by Sara Hooker and Sudip Roy, both former leaders at Cohere and Google DeepMind v...

• Keywords: google deepmind, deepmind veterans, tuning data, deepmind, datasets stronger, tuning workflows, model training, dataset specialized, data improves, workflows adaptive
• Source: together.ai

Apple Reports Q2 2026 Revenue of $111.2 Billion

Today, Apple reported its 2026 Q2 earnings, posting quarterly revenue of $111.2 billion. Apple CEO Tim Cook had this to say of the results: Today Apple is proud to report our best March quarter ever,...

• Keywords: iphone growth, billion apple, popularity iphone, revenue growth, iphone 17, iphone 17e, today apple, growth apple, quarter revenue, apple reported
• Source: macstories.net

Apple reports second quarter results

PRESS RELEASE April 30, 2026 Apple reports second quarter results March quarter records for total company revenue, iPhone revenue, and EPS Services revenue reaches new all-time high Services revenue r...

• Keywords: iphone revenue, revenue iphone, stock apple, 2026 apple, apple today, apple reports, today apple, apple company, quarter revenue, apple provide
• Source: apple.com

Article: The DPoP Storage Paradox: Why Browser-Based Proof-of-Possession Remains an Unsolved Problem

Key Takeaways

• DPoP (RFC 9449) prevents token replay by binding tokens to a client key pair, but the spec is silent on browser key storage, creating a security gap that practitioners must solve thems...

• Keywords: cryptokeys indexeddb, cryptokey indexeddb, key server, key persistence, key isolation, bff key, privatekey payload, key dpop, key usable, token key

• Source: infoq.com

AstaBench update: New results, plus adoption from industry

<div style="display: flex;"> <div>AstaBench’s latest update adds new frontier-model results, including GPT-5.5, and highlights growing adoption from groups including the UK AISI, General...

• Keywords: astabench latest, astabench update, astabench, div astabench, alt astabench, astabench png, frontier model, new frontier, 1756163531 astabench, frontier
• Source: allenai.org

Automating GPU Kernel Translation with AI Agents: cuTile Python to cuTile.jl

NVIDIA CUDA Tile (cuTile) is a tile-based programming model that enables developers to write GPU kernels in terms of tile-level operations—loads, stores, and matrix multiply-accumulate—rather than man...

• Keywords: gpu kernels, gpu compute, gpu kernel, translate gpu, write gpu, kernels gpu, implemented julia, running gpu, custom gpu, gpu
• Source: developer.nvidia.com

Backstage with Lakebase

Branching the Dev Cycle (Part 1) by Cameron Casher and Kevin Hartman For thirty years, the operational database and the analytical database have been two artifacts, two governance planes, two budgets,...

• Keywords: dev cycle, branching dev, governance finops, development cycle, branching production, infrastructure diverges, fork production, branching capability, database branches, database branching
• Source: databricks.com

Belgium stops decommissioning nuclear power plants

Belgium stops decommissioning nuclear power plants 30.04.2026, 11:37 Uhr Belgium will stop decommissioning its nuclear power plants, Prime Minister Bart De Wever announced on Thursday. The government...

• Keywords: belgian government, belgium stop, uhr belgium, belgium stops, said belgium, belgian parliament, nuclear reactors, belgium, decommissioning nuclear, plants belgium
• Source: dpa-international.com

Biology is a Burrito: A text- and visual-based journey through a living cell

Biology is a Burrito Numbers and mathematics help us to see biology with fresh eyes. A bacterium's genome, pulled into a straight thread, is nearly 1,000 times longer than the cell from which it came....

• Keywords: coli cell, bacterial cell, bacterial cells, coli genome, biology cell, coli, cells spacious, bacterium genome, cells living, biology infinitely
• Source: burrito.bio

Black Kite + Sayari: Unified Third-Party Cyber Risk Intelligence

Black Kite and Sayari Unite Cyber and Corporate Risk Intelligence Black Kite, a third-party cyber risk management platform, and Sayari, a provider of global corporate transparency and supply chain ris...

• Keywords: vendor risk, vendor cyber, cyber corporate, corporate risk, risk platform, cyber risk, enterprise risk, cyber vulnerable, risk compliance, insights vendors
• Source: efficientlyconnected.com

Build AI-Powered Games with NVIDIA DLSS 4.5, RTX, and Unreal Engine 5

Today, game developers can begin integrating NVIDIA DLSS 4.5 with Dynamic Multi Frame Generation, Multi Frame Generation 6X, and the second-generation transformer model for NVIDIA Super Resolution. In...

• Keywords: adapted nvidia, nvidia dlss, nvidia super, nvidia tensorrt, generation nvidia, nne nvidia, new nvidia, nvidia developer, technologies nvidia, nvidia game
• Source: developer.nvidia.com

Building Production-Ready AI Agents with Java and Spring AI

Java developers have been building enterprise applications for decades, but when it comes to AI, the conversation has been dominated by Python. Spring AI changes this situation. It brings the same pat...

• Keywords: ai agent, microservices ai, ai agents, ai application, ai workshop, building ai, java ai, ai tool, ai conversations, spring ai
• Source: javapro.io

ChatPPT Collaborates with Intel to Launch Hybrid AI PC Edition

ChatPPT Collaborates with Intel to Launch Hybrid AI PC Edition AI Super Builder can reduce costs by 50% while boosting use by 32% Finding it a hassle to create presentation slides for your next meetin...

• Keywords: chatppt intel, intel chatppt, collaborates intel, collaboration intel, chatppt cloud, chatppt ai, intel suggested, intel ai, builder intel, leveraging intel
• Source: newsroom.intel.com

Claude.ai and API unavailable [fixed]

Subscribe to updates for claude.ai and API unavailable via email and/or text message. You'll receive email notifications when incidents are updated, and text message notifications whenever Claude crea...

• Keywords: notifications claude, barbados belarus, gambia, congo, updates claude, sierra leone, cameroon, haiti, 269 congo, equatorial guinea
• Source: status.claude.com

Claude Code refuses requests or charges extra if your commits mention "OpenClaw"

We’ve detected that JavaScript is disabled in this browser. Please enable JavaScript or switch to a supported browser to continue using x.com. You can see a list of supported browsers in our Help Cent...

• Keywords: javascript disabled, enable javascript, browser enable, supported browser, disabled browser, detected javascript, supported browsers, browsers help, browser, policy cookie
• Source: twitter.com

Cloudflare Announces Agent Memory, a Managed Persistent Memory Service for AI Agents

Cloudflare has announced Agent Memory in private beta as part of its Agents Week, a managed service that gives AI agents persistent memory across sessions, context compactions, and restarts. Rather th...

• Keywords: agent memory, agents cloudflare, memory useful, memory performs, agent recall, cloudflare agent, memory service, memory, memory sessions, architecture agent
• Source: infoq.com

Codex CLI 0.128.0 adds /goal

30th April 2026 - Link Blog Codex CLI 0.128.0 adds /goal. The latest version of OpenAI's Codex CLI coding agent adds their own version of the Ralph loop: you can now set a /goal and Codex will keep on...

• Keywords: codex cli, codex looping, openai codex, goal codex, goals budget_limit, codex, implemented goals, cli coding, version openai, ralph loop
• Source: simonwillison.net

Command Zero API & MCP Server: The Agentic SOC Is Here

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• Keywords: 1ա cb, 4b pʒ, rd eʒ, 8z3 lh㴊, 4f ǧł, pʒ 5h, ςq f5, q7 xzmf9, 5jk ff, zóf l7
• Source: efficientlyconnected.com

Connecting Obsidian to Gemini transformed my notes from archive to actually useful

Most of the Obsidian-AI integrations I’ve come across work the same way - only in one direction. You usually have to install a plugin in the Obsidian app and pull in your model that way, and it either...

• Keywords: google vault, gemini workspace, gemini integration, gemini interface, integrated gemini, obsidian app, notebooklm google, gemini workflow, sync google, google ecosystem
• Source: xda-developers.com

Copado Agentia™: Governed AI Agents Come to Salesforce DevOps

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• Keywords: ک0 8p, m4 xœ, 9_xm rr, p9 9_xm, gpqё f4, c8ʼ k4, o6 3ӥc, ˌp 9o, ͱmph z7, ک0
• Source: efficientlyconnected.com

Copy-fail-destroyer: K8s remediation for CVE-2026-31431

A Kubernetes DaemonSet agent that detects and remediates CVE-2026-31431 ("Copy Fail") — an algif_aead in-place logic flaw in the Linux kernel allowing unprivileged page-cache writes via the AF_ALG soc...

• Keywords: kubernetes daemonset, kubernetes, yaml kubernetes, kubectl apply, pod security, yaml kubectl, read kubectl, manifest kubectl, version kubectl, kubectl
• Source: github.com

CopyFail Was Not Disclosed to Distros

Message-ID: <[email protected]> Date: Thu, 30 Apr 2026 05:52:37 +0100 From: Sam James <[email protected]> To: [email protected] Cc: Jan Schaumann <[email protected]> Subject:...

• Keywords: commit 72548b093ee38a6d4f2a19e6ef1948ae05c181f7, commit fafe0fa2995a0f7073c1c358d7d3145bcc9aedd8, fafe0fa2995a0f7073c1c358d7d3145bcc9aedd8 issue, 72548b093ee38a6d4f2a19e6ef1948ae05c181f7 fixed, patch 1543, released fix, oss security, fixed versions, issue introduced, fixed 19
• Source: openwall.com

cPanel’s authentication bypass bug is being exploited in the wild, CISA warns

cPanel’s authentication bypass bug is being exploited in the wild, CISA warns A severe authentication bypass vulnerability in cPanel, one of the most widely deployed web hosting control panel platform...

• Keywords: vulnerability cpanel, unknown cpanel, exploits observed, cpanel patched, vulnerability tracked, relies cpanel, cpanel webhost, patch cpanel, cpanel release, cpanel platform
• Source: cyberscoop.com

Craig Venter has died

<a href="https://news.ycombinator.com/item?id=47957101">Comments&lt;/a>

• Keywords: news ycombinator, href, ycombinator com, ycombinator, href https, comments, https news, 47957101 comments, news, com item
• Source: jcvi.org

Daily Reading List – April 30, 2026 (#774)

Back on vacation and had a day-date with my wife. A bunch of fresh crazy kicks in at work next week, so I’m thrilled to get a breather before we run at full speed again. [blog] Long-running Agents. An...

• Keywords: running agents, stateless agents, agents remember, agents agents, agents need, agents easily, agents, memories agent, agent platform, agent
• Source: seroter.com

DBmaestro MCP Server Puts Natural Language in Control of Database Pipelines

DBmaestro has launched an MCP server that connects AI agents and enterprise copilots to its database DevOps platform, allowing teams to issue natural language commands that trigger real, governed plat...

• Keywords: database devops, dbas devops, devops tooling, devops platform, release automation, devops evolve, devops trends, devops, devops modernisation, dbmaestro existing
• Source: infoq.com

Deep Learning Weekly: Issue 453

Deep Learning Weekly: Issue 453 OpenAI models come to AWS, Hidden Technical Debt of AI Systems: Agent Runtime, a paper on Recursive Multi-Agent Systems, and many more! This week in deep learning, we b...

• Keywords: ai agents, ai workflows, agentic workflows, aws openai, agent runtime, openai models, industry openai, managed agents, agents, individual agents
• Source: deeplearningweekly.com

Designing an MCP server from a REST API

Designing an MCP server from a REST API How to design an MCP server from a REST API: choosing between tools, resources, and prompts, getting the granularity right, and curating endpoints for the agent...

• Keywords: mcp api, rest mcp, endpoints mcp, designing mcp, mcp server, server mcp, design mcp, mcp servers, rest apis, implement mcp
• Source: workos.com

Designing Statistically Valid Surveys in Microsoft Forms

Image by Editor A survey can look polished in Microsoft Forms and still produce weak data. The problem is usually not the form itself, but the survey design: biased wording, unclear variables, mismatc...

• Keywords: survey design, survey microsoft, designing surveys, survey creation, surveys microsoft, survey build, form survey, valid surveys, valid survey, testing survey
• Source: statology.org

Disabling tasks in Lakeflow Jobs is now GA

April 2026 These features and Databricks platform improvements were released in April 2026. Releases are staged. Your Databricks account might not be updated until a week or more after the initial rel...

• Keywords: agents databricks, task databricks, features databricks, databricks lakeflow, manage databricks, databricks managed, databricks premises, available databricks, databricks apps, apps databricks
• Source: docs.databricks.com

Does Postgres Scale?

When building a durable workflow execution system on Postgres, one of the most common questions we get is “does Postgres scale?” There are plenty of posts from top tech teams asserting that Postgres d...

• Keywords: performance postgres, postgres faster, postgres scalability, scalability postgres, workloads postgres, throughput postgres, postgres writes, workflow throughput, workflow performance, overall postgres
• Source: dbos.dev

DOJ Sues Cloudera For Deliberately Excluding American Workers From Tech Jobs

Longtime Slashdot reader schwit1 shares a report from ZeroHedge: The Justice Department on Tuesday sued Cloudera, accusing the enterprise data and artificial intelligence company of deliberately engin...

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• Source: yro.slashdot.org

Dropbox Redesigns Compaction to Reclaim Space from Underfilled Storage Volumes

Dropbox recently explained how it improved storage efficiency in Magic Pocket, the company's internal immutable blob store for storing user files at scale, by redesigning compaction strategies to recl...

• Keywords: immutable storage, dropbox immutable, improved storage, blob storage, fragmentation dropbox, dropbox magic, compaction dropbox, dropbox explains, storage, space dropbox
• Source: infoq.com

Durable queues, streams, pub/sub, and a cron scheduler – inside your SQLite file

honker adds Postgres-style NOTIFY/LISTEN semantics to SQLite, with a durable pub/sub, task queue, and event streams on the side, without client polling or a daemon/broker. Cross-process wake latency i...

• Keywords: queue honker, polling daemon, datastore queue, daemon broker, sqlite durable, task queue, sqlite, queue streams, queue stream, approach sqlite
• Source: honker.dev

Dynamic Software

Dynamic Software For fifty years, software has been static. Every program you've ever used is a collection of functions run by a hard-coded control flow: If, else, while, for. The functions do the wor...

• Keywords: dynamic software, software alive, does dynamic, software performs, live software, software live, alive dynamic, dynamic, software control, software static
• Source: ashpreetbedi.com

Dynamic Software

Dynamic Software For fifty years, software has been static. Every program you've ever used is a collection of functions run through a hard-coded control flow: If, else, while, for. The functions do th...

• Keywords: dynamic software, software alive, live software, software live, does dynamic, software performs, alive dynamic, dynamic, software control, software enjoy
• Source: ashpreetbedi.com

Effective KV Compression with TurboQuant

In this article, you will learn how TurboQuant, a novel algorithmic suite recently launched by Google, achieves advanced compression of large language models and vector search engines with no loss of...

• Keywords: cache compression, quantization compression, bit compression, compression turboquant, quantizers optimized, advanced compression, advantages compression, learn turboquant, compression effort, compression highly
• Source: machinelearningmastery.com

Elon Musk Says OpenAI Betrayed Him, Clashes With Company's Attorney

An anonymous reader quotes a report from the San Francisco Chronicle: Elon Musk returned to the witness stand Wednesday in Oakland federal court for a second day of testimony in his case against OpenA...

• Keywords: nonprofit musk, openai nonprofit, openai ceo, created nonprofit, statement nonprofit, nonprofit, switch nonprofit, equity nonprofit, nonprofit feeling, lawsuit musk
• Source: yro.slashdot.org

Email threat landscape: Q1 2026 trends and insights

During the first quarter of 2026 (January-March), Microsoft Threat Intelligence detected approximately 8.3 billion email-based phishing threats, with monthly volumes declining slightly from 2.9 billio...

• Keywords: phishing payloads, phishing emerged, phishing microsoft, phishing threats, phishing payload, phishing infrastructure, phishing threat, trends phishing, phishing volumes, phishing volume
• Source: microsoft.com

Equinix Sustainability Progress Highlights Operational Efficiency in the AI Era

The News Equinix released its 2025 Sustainability Report, outlining progress across environmental, social, and governance initiatives. Key updates include maintaining 96% renewable energy coverage, im...

• Keywords: sustainable infrastructure, infrastructure efficiency, sustainability update, energy efficiency, sustainability core, infrastructure scale, latest sustainability, sustainability longer, efficiency renewable, sustainability
• Source: efficientlyconnected.com

Estimate AI-Assisted Java Modernization

Estimate AI-Assisted Java Modernization A practical way to map scope, semantic risk, documentation gaps, integration contracts, feedback loops, and governance before token costs start to matter. Estim...

• Keywords: modernization estimation, estimating modernization, modernization estimate, java modernization, modernization readiness, incremental modernization, legacy java, upgrade tests, ai readiness, assisted modernization
• Source: the-main-thread.com

Everyone’s building AI agents. Almost nobody’s ready for what they do to identity.

Everyone’s building AI agents. Almost nobody’s ready for what they do to identity. Anthropic recently announced that it would not release Mythos, its most powerful AI model, to the public. The model d...

• Keywords: ai agent, ai agents, building ai, human hackers, treating ai, ai assistant, autonomous assistants, ai, agents need, ai impersonator
• Source: cyberscoop.com

FCC tightens KYC rules for telecoms, closes loophole for banned foreign services

FCC tightens KYC rules for telecoms, closes loophole for banned foreign services The Federal Communications Commission approved new regulations Wednesday designed to crack down on robocalling, protect...

• Keywords: verify callers, telecoms verify, verifying callers, prohibit telecoms, protect telecommunications, requiring telecoms, false robocalls, rules telecoms, callers block, illegal robocalls
• Source: cyberscoop.com

Finetuning Activates Verbatim Recall of Copyrighted Books in LLMs

Alignment Whack-a-Mole: Finetuning Activates Verbatim Recall of Copyrighted Books in Large Language Models The paper is now on arxiv and check out our demo! This repository contains the data preproces...

• Keywords: uv pip, finetuned python, scripts memorization, dependencies uv, import nltk, python finetuning, nltk download, uv install, install uv, sh uv
• Source: github.com

First Tesla Semi Rolls Off High-Volume Production Line

Tesla has produced the first Semi from its new high-volume production line at Gigafactory Nevada, a milestone for the long-delayed electric Class 8 truck program after years of pilot builds and delays...

• Keywords: tesla semi, range tesla, tesla produced, status tesla, 2022 tesla, tesla finally, tesla, tesla spent, line tesla, significant tesla
• Source: tech.slashdot.org

Follow-up to Carrot disclosure: Forgejo

Since I published Carrot disclosure: Forgejo two days ago, numerous things happened:

• Friends of mine were reached out to, to "talk to me from a place of trust", or simply to tell them what an horrib...

• Keywords: disclosure forgejo, irresponsible disclosure, vulnerabilities disclosure, forgejo security, vulnerability disclosure, security forgejo, public forgejo, carrot disclosure, reported security, disclosure schemes

• Source: dustri.org

For the first time in history, more Americans are moving to EU than vice versa

We’ve detected that JavaScript is disabled in this browser. Please enable JavaScript or switch to a supported browser to continue using x.com. You can see a list of supported browsers in our Help Cent...

• Keywords: javascript disabled, enable javascript, browser enable, supported browser, disabled browser, detected javascript, supported browsers, browsers help, browser, policy cookie
• Source: twitter.com

Four NVMe slots changed how I think about home lab storage, and a $170 mini PC made it click

A Raspberry Pi still makes sense in plenty of home lab setups, especially when the job is small, quiet, and specific. I’ve used them for exactly that kind of work, and I still like the idea of a cheap...

• Keywords: lab storage, useful raspberry, simplicity raspberry, easier raspberry, tiny server, home lab, lab box, cheap board, costs raspberry, g9 storage
• Source: xda-developers.com

From 732 bytes to nowhere: shutting down Copy Fail in production

We were able to get ahead of Copy Fail (CVE‑2026‑31431) by treating it as a fleet‑level emergency, shutting off the vulnerable crypto socket interface across our infrastructure within hours and rollin...

• Keywords: vulnerable kernel, vulnerable af_alg, kernel hardening, file integrity, algif_aead mitigation, unloading vulnerable, copy fail, vulnerable code, kernel crypto, vulnerable crypto
• Source: together.ai

From Security Blocked to Prod Ready: ClickHouse on Docker Hardened Images

In November 2025, a team self-hosting Langfuse, an open-source LLM observability platform, on Kubernetes uploaded their ClickHouse image to AWS ECR as part of their production preparation. They found...

• Keywords: docker hardened, docker security, deployment container, containers enterprise, production security, hardening enterprise, production container, container cves, rejects vulnerabilities, produced docker
• Source: docker.com

🗞️ Frontier AI can now autonomously chain complex, expert-level cyber attacks end-to-end

🗞️ Frontier AI can now autonomously chain complex, expert-level cyber attacks end-to-end Read time: 10 min 📚 Browse past editions here. ( I publish this newletter daily. Noise-free, actionable, applie...

• Keywords: latest ai, realistic cybersecurity, ai agents, ai ecosystem, cybersecurity evaluations, cybersecurity, ai developments, proactive ai, ai, ai account
• Source: rohan-paul.com

Full-Text Search with DuckDB

Full-Text Search with DuckDB Published on: 4/29/2026 Overview This is a follow-up to my first post about DuckDB: A Dab of DuckDB. If you’re new to DuckDB, you may want to start there. The basic DuckDB...

• Keywords: search duckdb, duckdb fts, fts duckdb, duckdb provides, duckdb features, searching contents, text search, search extension, search contents, like elasticsearch
• Source: peterdohertys.website

Functional Programmers need to take a look at Zig

Functional Programmers need to take a look at Zig. I’ve been tinkering around with Zig to explore what’s possible with comptime. Whenever I evaluate a new language I use three axes:

• How well can I e...

• Keywords: zig programs, program language, viable programming, zig comptime, programming language, compile time, functional programmers, functional languages, programming languages, criteria zig

• Source: pure-systems.org

GCC 16 has been released

This page is a "brief" summary of some of the huge number of improvements in GCC 16. You may also want to check out our Porting to GCC 16 page and the full GCC documentation. int8_t etc. are now signe...

• Keywords: diagnostics gcc, improvements gcc, gcc 16, gcc diagnostic, specification gcc, enabled gcc, gcc_diagnostics_log, gcc use, support gcc, gcc specifying
• Source: gcc.gnu.org

Genie scheduled tasks (Beta)

AI/BI release notes 2026 The following AI/BI features and improvements were released in 2026. Releases are staged. Your Databricks account might not be updated until a week or more after the initial r...

• Keywords: published dashboards, databricks accounts, bi dashboards, bi dashboard, govcloud databricks, published dashboard, dashboard authors, draft dashboards, dashboards authors, assistant dashboard
• Source: docs.databricks.com

Genie Space enhancements

AI/BI release notes 2026 The following AI/BI features and improvements were released in 2026. Releases are staged. Your Databricks account might not be updated until a week or more after the initial r...

• Keywords: published dashboards, databricks accounts, bi dashboards, bi dashboard, govcloud databricks, published dashboard, dashboard authors, draft dashboards, dashboards authors, assistant dashboard
• Source: docs.databricks.com

Get To Know The Latest Class Of Ultra-Fast Fundraising Unicorns

In every startup cycle, a few fortunate founders find themselves inundated with term sheets at rapidly growing valuations. This phenomenon has been on the rise over the past couple years, driven by vo...

• Keywords: companies unicorns, startups unicorns, unicorns sectors, unicorn company, newer unicorns, unicorns worth, newish unicorns, unicorns fundraising, claiming unicorn, 5b unicorns
• Source: news.crunchbase.com

GFT Brings AI Agents to the Auto Assembly Line | ECI Research

The Announcement GFT Technologies has launched a suite of AI-powered robotic arms for automotive manufacturing, extending the company’s existing AI visual inspection work into physical remediation. Th...

• Keywords: inspection ai, ai manufacturing, manufacturing ai, inspection robot, gft robot, visual inspection, ai agents, ai visual, human inspection, ai agent
• Source: efficientlyconnected.com

GitHub Copilot CLI for Beginners: Interactive v. non-interactive mode

Looking to try GitHub Copilot CLI? Read the Docs and get started today. GitHub Copilot CLI for Beginners: Interactive v. non-interactive mode Learn the difference between CLI interactive v. non-intera...

• Keywords: copilot interactive, cli interactive, github copilot, copilot cli, copilot session, prompt copilot, copilot command, explore copilot, cli copilot, copilot prompt
• Source: github.blog

Glass Fiber Cloth: The Underlying Material Shortage in AI Infrastructure

Glass Fiber Cloth: The Underlying Material Shortage in AI Infrastructure Capacity constraints are not expected to ease until mid-2027, affecting lead times and costs across the AI server supply chain...

• Keywords: glass demand, gpu substrate, fiber glass, substrates gpus, glass fiber, nvidia announced, chips gpus, cableless designs, hardware upgrades, rack fiberglass
• Source: insights.trendforce.com

Gorilla Mux Is Dead. And While You Were Migrating, Your Database Became the Real Problem.

-5517fd7b58a6---4 crawled_date: 2026-04-30T15:22:11.239686+00:00 feed_url: https://levelup.gitconnected.com/feed published: Thu, 30 Apr 2026 14:57:38 GMT

Gorilla Mux Is Dead. And While You Were M...

• Keywords: migration failures, dead migrating, routine migration, migrations time, migration mature, treat migrations, migration scheduled, router migration, migrate 20240226153000, migrate gorilla
• Source: levelup.gitconnected.com

Granite 4.1: IBM's 8B Model Matching 32B MoE

IBM just released Granite 4.1, a family of open source language models built specifically for enterprise use. Three sizes, Apache 2.0 licensed and trained on 15 trillion tokens with a level of pipelin...

• Keywords: granite benchmarks, benchmark 8b, benchmarks 30b, benchmarks coming, ibm granite, versions performance, os benchmarks, models benchmarks, honest benchmarks, reported benchmark
• Source: firethering.com

Home Assistant freed me from the smart home brand wars, and now I buy whatever works

Smart home gear used to feel less like buying useful devices and more like choosing sides. Every brand wanted me inside its own app, account system, automation builder, and ecosystem logic. That sound...

• Keywords: smart home, home devices, home hardware, automations smarter, sensors home, devices ecosystem, smarter devices, controls home, home apps, home gear
• Source: xda-developers.com

How an Oil Refinery Works

How an Oil Refinery Works Though wind and solar continue to carve out larger and larger shares of world energy supply, the modern world still runs on petroleum, and will continue to do so for the fore...

• Keywords: processes refinery, manufacturing petroleum, process refinery, refinery processes, refinery use, oil refining, refineries oil, oil refineries, refinery process, processes oil
• Source: construction-physics.com

How Claude Cut Enterprise Workload by 65%: The AI Shift Leaders Missed

-5517fd7b58a6---4 crawled_date: 2026-04-30T15:22:11.239686+00:00 feed_url: https://levelup.gitconnected.com/feed published: Thu, 30 Apr 2026 14:58:54 GMT

Member-only story How Claude Cut Enterpri...

• Keywords: ai gadget, experimenting chatbots, ai collaborator, chatbots, chatbots answer, productivity, ai, promise productivity, viewing ai, productivity soar
• Source: levelup.gitconnected.com

How to Build, Run, and Scale High-Quality Creator Workflows in ComfyUI

Creative and visualization teams today produce more assets, in more formats, with leaner teams. Generative AI can accelerate that work – compressing tasks that once took hours of manual effort into au...

• Keywords: graphics workflow, comfyui workflow, workflows nvidia, creative workflows, workflows comfyui, workflow comfyui, photo workflow, visualization teams, nvidia creative, ai workflows
• Source: developer.nvidia.com

How to Easily Enable Ubuntu Pro in Security Center for Enhanced Protection

Ubuntu 26.04 LTS has transitioned from the traditional Software & Updates utility to incorporate Ubuntu Pro settings directly into the Security Center. This shift improves the setup experience, leadin...

• Keywords: ubuntu pro, pro settings, ubuntu 26, ubuntu 25, pro tab, pro button, pro free, install security, ubuntu 24, pro status
• Source: serverhost.com

How to Engineer AI Inference Systems with Philip Kiely - #766

In this episode, Philip Kiely, head of AI education at Baseten, joins us to unpack the fast-evolving discipline of inference engineering. We explore why inference has become the stickiest and most cri...

• Keywords: workload ai, gpu lifecycles, specialized workload, runtimes, gpu programming, runtimes performance, inference batching, inference engineering, runtime landscape, runtime
• Source: twimlai.com

How to fix the $5 trillion maze that is federal lending

How to fix the $5 trillion maze that is federal lending There’s a quiet but consequential problem in how the federal government delivers basic financial assistance. Access to federal lending often dep...

• Keywords: federal lending, federal loans, federal loan, lending gov, lending programs, government loans, government loan, loan programs, lending, loan systems
• Source: fedscoop.com

How to run Claude Cowork from your phone

How to run Claude Cowork from your phone Assign Claude a task with Dispatch, walk away. Hey friends 👋 Welcome to another Signal Pro workflow issue. We’ve covered Setup, Skills, and Projects in this Co...

• Keywords: task dispatch, dispatch prompts, paired dispatch, dispatch dispatch, dispatch, dispatch walk, claude dispatch, make dispatch, dispatch actually, cowork phone
• Source: thesignal.substack.com

How To Speak Up — When You Don’t Want To | From TED Business

One of the most essential ingredients to success in business and life is effective communication. Join Matt Abrahams, best-selling author and Strategic Communication lecturer at Stanford Graduate Scho...

• Keywords: effective communication, strategic communication, communication stanford, communication lecturer, enhance communication, conversation speaking, challenging conversation, impactful communicator, tone conversation, conversation leader
• Source: share.transistor.fm

How To Speak Up — When You Don’t Want To | From TED Business

How To Speak Up — When You Don’t Want To | From TED Business What stops you from speaking up when it matters most? This week on Think Fast Talk Smart, we’re featuring a special episode from TED Busine...

• Keywords: business ted, business podcast, ted business, hear business, business listen, business evolves, podcast ted, business conundrum, life business, innovation monday
• Source: fastersmarter.io

I asked Claude to improve my home lab and it was wild

Every home lab enthusiast reaches a point where ‘functional’ no longer feels ‘optimal,’ and my setup was no exception. Instead of spending an entire weekend optimizing the home lab, I decided to see i...

• Keywords: lab os, running machines, code claude, lab built, infrastructure claude, lab enthusiast, home lab, devices claude, machines running, lab reality
• Source: xda-developers.com

I built a Game Boy emulator in F#

Nick Kossolapov · April 2026 I’ve been working as a software engineer for over 8 years at this point, and admittedly I’ve never understood how computers actually work. So I figured I’d try to learn ho...

• Keywords: boy emulators, boy emulator, emulator game, emulator work, working emulator, emulator fame, hardware game, emulators, write emulator, building emulator
• Source: nickkossolapov.github.io

I Built a WebAssembly Runtime in 5 Days

I Built a WebAssembly Runtime in 5 Days Because I Was Tired of Paying for Cloud Run How a bootstrapped hardware startup, an $8 VPS, and five days of hacker-mode debugging became a working multi-tenant...

• Keywords: webassembly runtime, trust webassembly, wasm sandboxing, built webassembly, webassembly, embedded security, security esp32, wasm sandbox, cloud hardware, runtime sandbox
• Source: tingouw.com

I replaced five smart home hubs with a $30 Zigbee dongle and never looked back

You look behind your router, and you see four different white plastic boxes or smart home hubs: one for your lights, one for your sensors, one for your locks, and one for your blinds. It feels never-e...

• Keywords: smart home, zigbee usb, home automation, zigbee dongle, home hubs, zigbee network, using zigbee, universal zigbee, zigbee home, zigbee
• Source: xda-developers.com

I replaced my entire AI prompt library with Fabric, and now I can't imagine going back

AI tools have gotten much smarter over the past few years. They understand prompts better now, so you don’t always need to be extremely descriptive. That said, more detailed prompts still lead to bett...

• Keywords: structured prompts, detailed prompts, reusable prompts, organizing prompts, writing prompts, detailed prompt, ai prompting, prompts reusable, ai tools, predefined prompt
• Source: xda-developers.com

I scraped 1.94M Airbnb photos for opium dens, pet cameos, and messy kitchens

Every public listing in Inside Airbnb's open dump, 119 cities, 4 quarterly snapshots. We scored 1.7M photos with CLIP (a model that turns an image into a vector you can compare to a text prompt), shor...

• Keywords: inside airbnb, airbnb like, airbnb, haiku vision, haiku, haiku validation, haiku parallelized, flagged haiku, like airbnb, occupancy ones
• Source: burla-cloud.github.io

I switched from VS Code's marketplace to Open VSX, and Microsoft's is the one falling behind

VS Code is probably the best IDE out there right now. It has almost everything you need, whether it’s AI features, stability, or performance. In terms of pure features, it checks all the boxes, and on...

• Keywords: alternative microsoft, code marketplace, vs code, visual studio, vsx, vsx operates, microsoft marketplace, vsx supports, vsx used, vscodium microsofted
• Source: xda-developers.com

I switched to Linux Mint, and it's still the safest bet for people who want Linux without surprises

Any time you try to engage with the Linux community as a newcomer, you'll hear a flurry of opinions on what you should install, what's best as a beginner, and so on. Discussions these days tend to gra...

• Keywords: new linux, linux best, option linux, linux beginners, linux distros, linux easy, linux distro, great linux, linux extremely, mint linux
• Source: xda-developers.com

I used NotebookLM's free version for research work and realized I never needed the paid tier at all

When you listen to a song too many times, you eventually reach a point where you just can't hear it anymore. Not because of it's bad (you wouldn't have listened to it so many times then), but you've s...

• Keywords: hype notebooklm, ai tools, notebooklm extensively, notebooklm believed, notebooklm mind, ai, notebooklm journey, better notebooklm, ai pro, ai drifting
• Source: xda-developers.com

I used to prefer gaming at 1440p, but DLSS 4.5 changed that

As a competitive gamer who occasionally plays AAA titles, 1440p has always felt like the sweet spot for me. Despite having an RTX 4090, I couldn't fully move to 4K for a couple of reasons. One, native...

• Keywords: preferred 1440p, gaming 1440p, 1440p gaming, 4k dlss, dlss upscaled, dlss improvements, games 1440p, dlss improved, 4k gaming, feels 1440p
• Source: xda-developers.com

I've been running some of the biggest open-weight LLMs for free on Nvidia's cloud

If you've spent any time in the local LLM space, you're almost certainly familiar with the hardware ceiling. The most interesting open-source models keep getting bigger, and the gap between what's pub...

• Keywords: nvidia infrastructure, nvidia hosted, vram home, build nvidia, nvidia build, vram workstation, nvidia hosting, vram, exists nvidia, free nvidia
• Source: xda-developers.com

IBM Bob: Agentic SDLC Platform Targets Enterprise Delivery

The Announcement IBM has expanded the rollout of IBM Bob, its agentic software development lifecycle (SDLC) partner, following its initial introduction last month. The platform combines multi-model or...

• Keywords: ibm evolves, software delivery, ibm infrastructure, development tooling, agentic development, rollout ibm, ibm advantages, individual developers, agent collaboration, ibm expanded
• Source: efficientlyconnected.com

If I Could Make My Own GitHub

My friend and I have a game where we talk about what we'd do if we were rich. Not rich like 'paid off the mortgage' rich. Rich like a man who owns a submarine he's never been inside. Rich like a man w...

• Keywords: forges github, modern forges, forge work, rebuild forge, use forge, monolithic forge, forges designed, forge look, forges like, forge
• Source: matduggan.com

Interesting links - April 2026

A bit of a streamlined edition, this month. Lots of interesting links still, but less commentary. You can put that down to me prevaricating on getting my previous blog about Materialized Tables in Apa...

• Keywords: links ai, ai existing, sections ai, ai stuff, ai writing, ai write, previously ai, ai driven, categorise links, ai
• Source: rmoff.net

Introducing Advanced Account Security

Introducing Advanced Account Security An advanced set of protections against unauthorized access to ChatGPT accounts, Codex, and the sensitive information they can contain. Today, we’re introducing Ad...

• Keywords: account security, account protections, users security, account protection, protects users, make security, protection users, security settings, security new, security measures
• Source: openai.com

Introducing Strands Agents TypeScript 1.0: Build Production Agents in TypeScript

We’re excited to announce version 1.0 of the Strands Agents TypeScript SDK. The SDK brings the Strands model-driven approach to the TypeScript and JavaScript ecosystem. If you’ve been following Strand...

• Keywords: agents typescript, typescript developers, typescript sdk, javascript ecosystem, agents aws, approach typescript, agent build, runtime agent, agent tool, agents node
• Source: strandsagents.com

Introducing the a16z Design Engineer Fellowship

Introducing the a16z Design Engineer Fellowship A new 8-week cohort of AI-native design leaders who have absorbed engineering into their craft and are thinking in systems, not screens America | Tech |...

• Keywords: design engineers, engineer fellowship, design engineer, future designing, design going, 2026 applications, engineer designer, design engineering, design leaders, design officer
• Source: a16z.news

Irreducibility - Mental Model: Find the Floor

Irreducibility - Mental Model: Find the Floor When we can't simplify any further. Clients were insisting on adding 3 more engineers, expecting delivery to speed up proportionally. My favourite answer...

• Keywords: irreducibility mental, irreducibility reminder, sentence irreducibility, situation irreducible, irreducibility dealing, process irreducibility, irreducibility, example irreducibility, irreducibility removing, irreducibility action
• Source: read.perspectiveship.com

It’s Gonna Be May: 16 Games Hit the Cloud This Month, With More NVIDIA GeForce RTX 5080 Power

It’s gonna be May — and the cloud’s in full festival mode. 16 games are joining GeForce NOW this month, including new AAA titles arriving on launch day from Steam, Xbox, PC Game Pass and GOG, so membe...

• Keywords: cloud geforce, geforce ultimate, cloud gaming, geforce rtx, cloud ultimate, geforce ready, day geforce, available geforce, games rtx, games cloud
• Source: blogs.nvidia.com

It's time to be right.

It’s time to be right. Outcomes continue to matter. Earlier this week, I spoke at AI Dev 26. This is what I spoke about there. I’ve been making money, in some form, building software for nearly 30 yea...

• Keywords: ai agents, agents feedback, ai development, development agents, ai agent, ai failure, agent success, ai dev, capable agents, agents easier
• Source: brooker.co.za

Japan Is Building Cardboard Suicide Drones

AirKamuy is shipping flatpacked drones made of paper that cost around $2,000.

• Keywords: airkamuy shipping, drones paper, paper cost, flatpacked drones, airkamuy, shipping flatpacked, shipping, cost, drones, cost 000
• Source: 404media.co

Joby Kicks Off NYC Electric Air Taxi Demos with Historic JFK Flight

New Yorkers this week are getting a glimpse of the future of aviation, as electric air taxis soar across the city’s network of airports and heliports for the first time. After conducting a handful of...

• Keywords: flight evtol, electrified heliport, evtol flights, aircraft evtol, aviation electric, taxi flight, airports heliports, air taxi, heliports electrifying, faa evtol
• Source: flyingmag.com

Junhyeok Ahn

Research Labs All Research Labs Spatial Intelligence Applied Research Autonomous Vehicles Deep Imagination Publications AI Playground New and Featured AI Art Gallery NGC Demos Research Areas AI & Mach...

• Keywords: areas ai, research autonomous, robotics areas, research area, research openings, research areas, internships research, robotics main, ai playground, robotics
• Source: research.nvidia.com

Kubereboot/Kured: Kubernetes Reboot Daemon

Kured (KUbernetes REboot Daemon) is a Kubernetes daemonset that performs safe automatic node reboots when the need to do so is indicated by the package management system of the underlying OS.

• Watche...

• Keywords: kubernetes reboot, daemon kubernetes, kubernetes daemonset, kured kubernetes, kubernetes, nodes reboot, node reboots, reboot daemon, kured cloud, kured slack

• Source: github.com

Lightning Got Owned: When import lightning Steals Your Credentials

Lightning Got Owned: When import lightning Steals Your Credentials import lightning is one of the most common opening lines in modern Python ML code. On April 30, 2026, that line was enough to ship...

• Keywords: pytorch lightning, lightning pypi, lightning exploited, import lightning, malicious wheel, lightning steals, lightning incident, release lightning, import malicious, warnings lightning
• Source: pydevtools.com

lightning PyPI Compromise: A Bun-Based Credential Stealer in Python

lightning PyPI Compromise: A Bun-Based Credential Stealer in Python April 30, 2026 0 mins readOn April 30, 2026, two malicious releases of the popular lightning PyPI package were published, affecting...

• Keywords: secrets pypi_token_lightning, pytorch lightning, lightning pypi, pypi_token_lightning, pypi lightning, pypi_token_lightning pypa, held pypi_token_lightning, python lightning, pypi_token_lightning long, pypi trusted
• Source: snyk.io

LinkedIn scans for 6,278 extensions and encrypts the results into every request

When companies get caught doing this sort of thing, the response is almost always the same: "we're using this technology to combat fraud," or "ensure positive user experience," or "save computing reso...

• Keywords: linkedin privacy, disclosed linkedin, fingerprinting linkedin, linkedin identified, aren linkedin, identity linkedin, significant linkedin, linkedin regulated, transmitted linkedin, information linkedin
• Source: 404privacy.com

Linux gaming still breaks in ways that make normal people give up

Linux gaming has come such a long way in the last decade, and for seasoned Linux users, that's a great thing. There are fewer reasons than ever to keep a Windows boot drive in our systems, and the exp...

• Keywords: gaming linux, linux gaming, gamers linux, playable linux, distros gaming, gaming distro, distro gaming, pc linux, mainstream linux, linux today
• Source: xda-developers.com

Linux is finally dropping support for ancient hardware, and it's about time

Linux 7.1 has entered the release candidate phase, and if it proves to be a stable enough release in the coming weeks, it will be released for everyone to use. The new version removes support for the...

• Keywords: linux consideration, hindering linux, linux kernels, new linux, lamented linux, linux runs, running hardware, latest linux, linux kernel, running linux
• Source: xda-developers.com

LocalStack App Inspector Transforms Local Cloud Debugging

What’s Happening LocalStack has launched App Inspector, a new capability embedded in its LocalStack for AWS product that gives developers a visual, real-time representation of data flows, event execut...

• Keywords: localstack aws, analysis localstack, localstack launched, embedded localstack, app inspector, approach localstack, localstack reports, localstack avoids, code localstack, directly localstack
• Source: efficientlyconnected.com

Long-running Agents

Long-running Agents What changes when your agent runs for days instead of turns? A long-running AI agent can keep making progress over hours, days, or weeks. It can do this across many context windows...

• Keywords: agent runtime, agents task, agents run, running agents, agent maintain, agent memory, agent running, improving agents, agent run, running agent
• Source: addyo.substack.com

Mark Carney’s sovereign wealth fund is a throwback to a harder-working Canada

Mark Carney’s sovereign wealth fund is a throwback to a harder-working Canada Carney has announced the country’s first government-owned investment fund, the Canada Strong Fund, beginning with a CA$25b...

• Keywords: fund canada, canada economy, canada carney, construct canada, carney government, canada strong, locomotive canada, canada sovereign, canada wealthy, train carney
• Source: monocle.com

Mengda Xu

Research Labs All Research Labs Spatial Intelligence Applied Research Autonomous Vehicles Deep Imagination Publications AI Playground New and Featured AI Art Gallery NGC Demos Research Areas AI & Mach...

• Keywords: areas ai, research autonomous, robotics areas, research openings, research area, research areas, robotics main, internships research, research labs, robotics
• Source: research.nvidia.com

Meta's Approach to Migrating their Systems to Post-Quantum Cryptography

Meta has already begun preparing for the threats posed by quantum computing and migrating its systems to post-quantum cryptography, a complex process that will take multiple years to complete. In a re...

• Keywords: secure quantum, quantum secure, quantum vulnerable, quantum cryptography, quantum resistant, pq readyness, quantum computing, protection pq, quantum computers, quantum standards
• Source: infoq.com

Microsoft Open-Sources 'Earliest DOS Source Code Discovered To Date'

An anonymous reader quotes a report from Ars Technica: Several times in the last couple of decades, Microsoft has released source code for the original MS-DOS operating system that kicked off its deca...

• Keywords: dos source, dos operating, ms dos, earliest dos, pc dos, dos, dos disassembly, calling dos, dos 00, dos branding
• Source: news.slashdot.org

Microsoft puts a price on its voluntary retirement program

Microsoft will take a $900 million charge in its current quarter for its one-time voluntary retirement program, the company disclosed in its earnings report Wednesday. Just to put that in context, it’...

• Keywords: count microsoft, rate microsoft, microsoft plans, microsoft said, microsoft workforce, healthcare microsoft, microsoft risks, microsoft, microsoft hasn, numbers microsoft
• Source: geekwire.com

Microsoft rolls out Xbox Mode, bringing a console-like experience to any PC

Summary

• Xbox Mode is now available on all Windows 11 PCs/devices, offering a snappier, console-like gaming UI.

• Xbox Mode aggregates Game Pass and third‑party stores (Steam, EA, Ubisoft) with contr...

• Keywords: xbox windows, ui xbox, xbox mode, microsoft xbox, improvements xbox, introducing xbox, running xbox, game xbox, technology xbox, xbox game

• Source: xda-developers.com

Mike: open-source legal AI

Assistant A chat interface that reads your documents, cites verbatim, runs multi-step workflows, and drafts and edits contracts end-to-end. Plug in your own Claude or Gemini keys, and keep full contro...

• Keywords: workflows, assistant, assistant chat, project assistant, workflows drafts, workflows including, conversation document, documents, reusable workflows, drafts edits
• Source: mikeoss.com

Mistral’s Model Lets You Vibe Long-Running Code in the Cloud

Sponsored by Google Cloud Choosing Your First Generative AI Use Cases To get started with generative AI, first focus on areas that can improve human experiences with information. Mistral's approach pr...

• Keywords: mistral ai, agents mistral, ai chatbot, coding mistral, coding agents, mistral remote, cloud coding, agents vibe, ai introduced, vibe coding
• Source: aibusiness.com

MLflow trace storage in Unity Catalog is now in Public Preview

April 2026 These features and Databricks platform improvements were released in April 2026. Releases are staged. Your Databricks account might not be updated until a week or more after the initial rel...

• Keywords: agents databricks, task databricks, features databricks, databricks lakeflow, manage databricks, databricks managed, databricks premises, available databricks, databricks apps, apps databricks
• Source: docs.databricks.com

Monad Tutorials Timeline

Monad tutorials timeline Appearance This is a comprehensive timeline of monad tutorials and related articles. Please update this list as it becomes outdated! If you find a tutorial, article, post, com...

• Keywords: monads explained, monads programming, monads introduction, monad concept, monads developed, defined monads, explain monad, programming monads, monads programmer, introduction monads
• Source: wiki.haskell.org

Monthly Log: April 2026

Introducing Apple Frames 4: A Revamped Shortcut, Support for Frame Colors, Proportional Scaling, and the Apple Frames CLI for Developers

• Keywords: apple frames, frames cli, frame colors, frames, scaling apple, frame, introducing apple, frames revamped, support frame, shortcut support
• Source: macstories.net

Mozilla's Opposition to Chrome's Prompt API

Notifications You must be signed in to change notification settings - Fork 81 Prompt API #1213 Copy link Copy link Open Labels Description Specification title Prompt API Specification or proposal UR...

• Keywords: notification settings, notifications signed, webmachinelearning prompt, response webkit, change notification, notification, notifications, projects status, prompt api, settings fork
• Source: github.com

Mozilla's opposition to Chrome's Prompt API

Notifications You must be signed in to change notification settings - Fork 81 Prompt API #1213 Copy link Copy link Open Labels Description Specification title Prompt API Specification or proposal UR...

• Keywords: notification settings, notifications signed, webmachinelearning prompt, response webkit, change notification, notification, notifications, projects status, prompt api, settings fork
• Source: github.com

My old Pixel does more useful things for my home lab than my current phone ever will

Smartphones these days have plenty powerful processors, to the point where if you upgrade your phone, your old one is probably still more powerful than a lot of hobbyist home lab hardware. On top of t...

• Keywords: pixel phones, upgrade phone, newer pixel, pixel 5g, old phone, google pixel, old pixel, phones older, old phones, pixel just
• Source: xda-developers.com

Nemotron Labs: What OpenClaw Agents Mean for Every Organization

Editor’s note: This post is part of the Nemotron Labs blog series, which explores how the latest open models, datasets and training techniques help businesses build specialized AI systems and applicat...

• Keywords: openclaw project, openclaw developer, project openclaw, openclaw, openclaw self, built openclaw, openclaw independent, openclaw nvidia, install openclaw, robustness openclaw
• Source: blogs.nvidia.com

NestJS v12 Roadmap: Full ESM Migration, Standard Schema Validation and Modernised Toolchain

NestJS, the progressive Node.js framework for building server-side applications with TypeScript, has published a draft pull request outlining the scope of its upcoming v12.0.0 major release, targeting...

• Keywords: official nestjs, nestjs 12, new nestjs, available nestjs, commonjs esm, nestjs documentation, overhauled nestjs, nestjs core, nestjs repositories, nestjs project
• Source: infoq.com

Netflix Scales "Human Infrastructure" to Manage Global Live Operations

Netflix has moved beyond its traditional video-on-demand roots to become a live broadcasting platform by blending automated technical systems with a structured human operations layer, as detailed in a...

• Keywords: netflix technology, global streaming, streaming, software netflix, live broadcasting, live viewers, broadcasting platform, live broadcasts, peers netflix, streams
• Source: infoq.com

New CoreWeave SUNK Capabilities Help Teams Build Modern AI Research Clusters

Modern AI research clusters are still too hard to build. Today, teams have to piece together Kubernetes primitives, schedulers, identity systems, and observability tools. But this piecemeal solution s...

• Keywords: workloads kubernetes, advantages kubernetes, ai infrastructure, kubernetes, kubernetes native, kubernetes observability, clusters capabilities, kubernetes primitives, kubernetes offering, ai workloads
• Source: wf.coreweave.com

New Linux 'Copy Fail' Vulnerability Enables Root Access On Major Distros

A newly disclosed Linux kernel flaw dubbed "Copy Fail" can let a local, unprivileged attacker gain root access on major Linux distributions, with researchers claiming the bug affects kernels shipped s...

• Keywords: kernel vulnerability, kernel crypto, poc exploit, flaw kernel, exploits, fail vulnerability, disk attacker, exploit works, kernel executes, vulnerability
• Source: it.slashdot.org

Notes from April 2026

Notes from April 2026 After a busy March, April was a little quieter. But don’t worry, I still have a bunch of little links for you to click on. Things I published GitHub’s uptime hasn’t been great re...

• Keywords: april fool, shitposts april, uptime argues, github uptime, notes april, april, good april, fool year, month published, april 2026
• Source: evanhahn.com

NUVACORE Appoints David Williamson as SVP of Hardware Engineering

NUVACORE today announced that David Williamson has joined the company as Senior Vice President of Hardware Engineering. Williamson brings decades of semiconductor leadership experience, including seni...

• Keywords: founder nuvacore, silicon nuvacore, nuvacore company, nuvacore williamson, careers nuvacore, nuvacore assembles, nuvacore ai, nuvacore rethinking, nuvacore, nuvacore today
• Source: nuvacore.ai

NVIDIA Launches Ising Open Models for Quantum Computing

NVIDIA has announced a new family of open models called NVIDIA Ising, designed to address quantum processor calibration and quantum error correction. These are two of the main engineering challenges l...

• Keywords: quantum processor, quantum processors, quantum hardware, qubits ising, calibration quantum, quantum computers, nvidia models, nvidia ising, nvidia basically, tune qubits
• Source: infoq.com

Online document viewer: Options, tradeoffs, and how to embed one

Online document viewer: Options, tradeoffs, and how to embed one Table of contents

• There are three implementation approaches for browser-based document viewing: a client-side JavaScript SDK (install...

• Keywords: document viewing, web apps, document viewer, browser documents, online document, document browser, hosted viewer, app document, web sdk, web app

• Source: nutrient.io

Our evaluation of OpenAI's GPT-5.5 cyber capabilities

30th April 2026 - Link Blog Our evaluation of OpenAI's GPT-5.5 cyber capabilities. The UK's AI Security Institute previously evaluated Claude Mythos: now they've evaluated GPT-5.5 for finding security...

• Keywords: openai gpt, openai microsoft, evaluation openai, gpt cyber, microsoft agi, openai, 2026 deepseek, april 2026, 2026 link, microsoft
• Source: simonwillison.net

Our Q3 FY26 letter to shareholders

Prefer a PDF? No worries! Get it here ☁️ From the CEO Fellow shareholders, I’m thrilled to share our incredible Q3 results. The entire Atlassian team has been laser-focused on execution, and it shows...

• Keywords: atlassian customers, team enterprise, ai enterprise, atlassian team, atlassian advantages, cloud revenue, rovo customers, teams atlassian, atlassian ai, assets rovo
• Source: atlassian.com

PDQ Connect Updates Boost Endpoint Management Visibility

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• Keywords: lr 6ӧ, ku5 骭w, cħg lљ6, đbo_ ks, 2_ƕm 2ۂ, di ӹ5, ӹ5 g8, ڠ7a k4, 6ӧ, k庍 j956
• Source: efficientlyconnected.com

People Are Selling Kills of Marathon’s Hardest Boss on eBay

The Compiler takes a serious amount of time, skill, and luck to get to. Someone on eBay is selling an easy fix.

• Keywords: compiler, compiler takes, easy fix, fix, takes time, luck ebay, time skill, easy, ebay, selling easy
• Source: 404media.co

Picking a password hash: A developer's guide to argon2, bcrypt, and scrypt

Picking a password hash: A developer's guide to argon2, bcrypt, and scrypt Three algorithms compared, a clear default, and the tradeoffs that should make you pick something else. If you're storing pas...

• Keywords: password hashing, hash passwords, password hash, passwords hashing, storing passwords, decide password, picking password, protecting passwords, hashing stored, hash faster
• Source: workos.com

Post-quantum encryption for Cloudflare IPsec is generally available

While more than two-thirds of human-generated TLS traffic to Cloudflare is already protected by post-quantum cryptography, the world of site-to-site networking has been a different story. For years, t...

• Keywords: cloudflare ipsec, ipsec cloudflare, quantum cloudflare, encryption ipsec, encryption cloudflare, quantum ipsec, cryptography ipsec, secure ipsec, encrypted ipsec, hybrid ipsec
• Source: blog.cloudflare.com

Power BI connections will transition to ADBC

What's coming? Learn about features and behavioral changes in upcoming Databricks releases. Power BI connections will transition to ADBC Power BI plans to transition all Power BI connections to Arrow...

• Keywords: authorization databricks, databricks users, bi databricks, authenticate databricks, databricks apps, databricks support, open databricks, databricks plans, databricks runtime, databricks public
• Source: docs.databricks.com

Presentation: Stripe’s Docdb: How Zero-Downtime Data Movement Powers Trillion-Dollar Payment Processing

Transcript Jimmy Morzaria: This is a picture of one of the seven concourses at the Hartsfield-Jackson Atlanta International Airport. Atlanta International Airport is the busiest airport by passenger c...

• Keywords: concourse atl, airport atlanta, expand concourse, widen concourse, airport concourse, concourses hartsfield, concourse planned, inches concourse, seven concourses, built concourse
• Source: infoq.com

Preserving the earliest DOS source code discovered to date

PostgreSQL enters its AI era: Run PostgreSQL like a pro in the era of AI and rapid growth Postgres can handle intelligent workloads and scale without sacrificing security, performance, reliability, or...

• Keywords: dos development, ms dos, dos history, dos source, dos ibm, release dos, software archaeology, dos era, earliest dos, dos listings
• Source: opensource.microsoft.com

Pronto Announces Expansion of Autonomous Haulage Operations Across Two New Heidelberg Materials Sites in 2026

SAN FRANCISCO, CA – April 30, 2026 – Business Wire – Pronto, the Silicon Valley pioneer in AI-first autonomous haulage and the core technology engine of Atoms Mining, today announced plans to expand i...

• Keywords: haulage core, haulage ahs, autonomous haulage, ahs deployments, quarry expansion, texas quarry, fleet quarry, haulage atoms, mining transport, technology heidelberg
• Source: pronto.ai

Proxy-Pointer RAG: Multimodal Answers Without Multimodal Embeddings

Why is that? The reason is that although this would be a significant enhancement from the text-only user experience, it is difficult to do reliably and consistently. However, there is no dearth of use...

• Keywords: pointer retrieval, multimodal retrieval, retrieval semantic, query multimodal, partial retrievals, retrieval pipeline, precise retrieval, document reasoning, multimodal proxy, pointer multimodal
• Source: towardsdatascience.com

Qatar Sovereign AI Platform Launch: Airrived & Wisdom Technology Analysis

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• Keywords: z76f 蕐o0, 8_h 0t, h䒋 5z, 于h qc, z㐀cۅ a8, z祄 qdh, qy _w, 2ыw 2xp, 8t8 ψk, y4h4 8hm
• Source: efficientlyconnected.com

Quoting Andrew Kelley

30th April 2026 It's a common misconception that we can't tell who is using LLM and who is not. I'm sure we didn't catch 100% of LLM-assisted PRs over the past few months, but the kind of mistakes hum...

• Keywords: llm hallucinations, llm, different llm, using llm, smoke telling, llm assisted, telling smoke, articles llm, digital smell, april 2026
• Source: simonwillison.net

R&D Teams in the Age of LLM Coding Agents

-5517fd7b58a6---4 crawled_date: 2026-04-30T15:22:11.239686+00:00 feed_url: https://levelup.gitconnected.com/feed published: Thu, 30 Apr 2026 14:59:09 GMT

Member-only story R&D Teams in the Age of...

• Keywords: coding agents, agent work, agents manager, use agents, agent, agents, agents effectively, agents rewrite, agents quickly, adopting coding
• Source: levelup.gitconnected.com

Recovering files from beyond the grave using PhotoRec

Recovering files from beyond the grave using PhotoRec You know the drill. That passwords.txt is no longer needed. Right click -> Delete. Empty Trash. That's it. Well, not quite. When I was younger, I...

• Keywords: recovering files, recovered files, files recovered, testdisk photorec, photorec testdisk, files recover, recovered photorec, photorec recovered, photorec recovers, testdisk
• Source: lost-number.bearblog.dev

Red-teaming a network of agents: Understanding what breaks when AI agents interact at scale

At a glance

• Some risks appear only when agents interact, not when tested alone. Actions that seem harmless can cascade causing a chain reaction across an agent network.

• In our tests, a single mali...

• Keywords: agents communicate, messages agents, agents communicated, agents interact, agent communication, message agent, communicated agent, networks agents, agents infrastructure, agents unwitting

• Source: microsoft.com

Review|GOOG/MSFT/AWS: CapEx Raised — 2026 Finally Becomes the Year of Cloud Acceleration

Review|GOOG/MSFT/AWS: CapEx Raised — 2026 Finally Becomes the Year of Cloud Acceleration GOOG

1. GCP Acceleration · GCP grew +63% YoY, fully in line with our Preview. · GCP backlog reached $460B, near...

• Keywords: tpu sales, cloud acceleration, cloud revenue, delivering tpu, tpu hardware, aws capex, gcp acceleration, demand tpu, industry nvidia, gcp
• Source: fundaai.substack.com

Rivian allows you to disable all internet connectivity

Can I disable all data collection from my vehicle? Vehicle connectivity is a core feature of Rivian vehicles. If you choose to disable all vehicle connectivity, it will prevent data from leaving the v...

• Keywords: disable vehicle, disable cellular, disable esim, disabling connectivity, disable data, vehicle connectivity, rivian service, vehicle service, connectivity vehicle, rivian subscriptions
• Source: rivian.com

Ruby 4.0.2 performance issues

<p>Can be this <a href="https://bugs.ruby-lang.org/issues/21856" rel="noopener nofollow ugc">https://bugs.ruby-lang.org/issues/21856&lt;/a>&lt;/p>

• Keywords: noopener nofollow, bugs ruby, rel noopener, noopener, nofollow ugc, ruby lang, ruby, nofollow, href, https bugs
• Source: discuss.rubyonrails.org

Running local AI on the Raspberry Pi 5 taught me why cloud models are still winning

Except for Google's AI responses to searches, I've never used AI before, not once. Most people I know, when they hear this, say, "You haven't used AI? But it's so useful!" I disagreed; I'd seen the re...

• Keywords: install ai, install ais, ai raspberry, ai embedded, ais locally, ai platform, basic ais, ai useful, ais budget, ai designed
• Source: xda-developers.com

SatoshiGuesser – Roll for Bitcoin

A slot-machine web game that "guesses" Satoshi Nakamoto's Bitcoin private keys. The odds are astronomically remote (~1 in 5.27 × 10⁷² per spin), but the cryptography is real: every pull rolls a random...

• Keywords: random address, satoshi random, game crypto, address checks, base58check address, tests satoshiguesser, random key, matches satoshi, wallets test, random 256
• Source: github.com

Satya Nadella wants Windows to use less RAM as part of a bigger push to win back consumers

Summary

• Microsoft is fixing 2025's missteps, prioritizing quality over rapid AI rollouts.

• Satya Nadella vows to "win back fans" by focusing on core Windows, Xbox, Bing, and Edge.

• Windows updates...

• Keywords: 2025 microsoft, updates microsoft, latest microsoft, microsoft admits, microsoft finally, microsoft wants, microsoft fixing, admits windows, fixing 2025, windows latest

• Source: xda-developers.com

Scarce Assets

Scarce Assets The Abundance-Driven Scarcity Supercycle Welcome to the 621 newly Not Boring people who have joined us since our last essay! Join 264,075 smart, curious folks by subscribing here: Hi fri...

• Keywords: scarce assets, assets abundance, scarce companies, scarce asset, scarcity asset, abundant scarce, scarcity supercycle, scarce abundant, industry scarce, abundance scarcity
• Source: notboring.co

Scott Aaronson on quantum: "Will you heed my warnings NOW?"

Will you heed my warnings NOW? Holy crap … yesterday I was elected to the US National Academy of Sciences! If you don’t believe me, click the link and keep scrolling down until you hit the name “Aaron...

• Keywords: nas member, nas membership, member honor, honor society, join nas, club, fine club, member feel, club like, comparing honor
• Source: scottaaronson.blog

Seonghyeon Ye

Research Labs All Research Labs Spatial Intelligence Applied Research Autonomous Vehicles Deep Imagination Publications AI Playground New and Featured AI Art Gallery NGC Demos Research Areas AI & Mach...

• Keywords: areas ai, research autonomous, robotics areas, research area, research openings, research areas, robotics main, internships research, robotics, research labs
• Source: research.nvidia.com

Sequoia Ascent 2026 summary

Sequoia Ascent 2026 summary I did a fireside chat at Sequoia Ascent 2026. The YouTube video is here: As an experiment, I fed an LLM all of my recent blog posts and tweets, then I had it read this vide...

• Keywords: agent reads, conversation ai, ai agents, explains ai, ai new, agents write, implications ai, codex agents, ai generated, ai native
• Source: karpathy.bearblog.dev

Shai-Hulud Themed Malware Found in the PyTorch Lightning AI Training Library

The PyPI package 'lightning', a widely-used deep learning framework, was compromised in a supply chain attack affecting versions 2.6.2 and 2.6.3 published on April 30, 2026. Teams building image class...

• Keywords: malicious package, malicious github, malicious versions, pypi malware, packages lightning, malicious dependency, repository malware, package lightning, lightning package, framework compromised
• Source: semgrep.dev

Shelf Availability Starts with Better Demand Visibility

Industry Outcomes: Reliable shelves build customer trust, which drives traffic, which makes demand more predictable. That flywheel starts with real-time visibility into what’s moving and what’s at ris...

• Keywords: shelf availability, inventory demand, supply chains, retail supply, shelf revenue, supply chain, store reliably, reliable shelves, customers consistently, inventory
• Source: databricks.com

Shipping Faster isn’t Learning Faster

Industry Outcomes: Product leaders who can't access their own behavioral data are building on assumptions. In a competitive market, assumptions compound in the wrong direction. USE CASE Product Analyt...

• Keywords: slow analysts, expensive analytics, product analytics, product leaders, organizations faster, organization performance, analytics environments, data analyst, analytics, analyst support
• Source: databricks.com

Show HN: Pu.sh – a full coding-agent harness in 400 lines of shell

Pu.sh a full coding-agent harness in 400 lines of shell. pronounced exactly how you think.

a slop cannon small enough to fit your pocket. curl -sL pu.dev/pu.sh -o pu.sh && chmod +x pu.sh ./pu.sh...

• Keywords: sh coding, sh pu, shell, pu sh, pu dev, dev pu, lines shell, shell pronounced, slop cannon, pocket curl
• Source: pu.dev

Show HN: TRiP – a complete transformer engine in C built from scratch just by me

A few-files, all-in-one C engine for Transformer AI models: inference, training, tokenizer creation, chat, and vision. Built from scratch over 18 months (from March 2024 to August 2025) during my lunc...

• Keywords: transformer ai, architectures llama2, learn transformers, transformers deeper, transformers supports, transformers, understand transformer, llama cpp, transformer principles, understanding transformer
• Source: github.com

SimpleX Channels, SimpleX Network Consortium and Community Crowdfunding

SimpleX Channels, SimpleX Network Consortium and Community Crowdfunding — to Preserve Freedom of Speech Published: Apr 30, 2026 Freedom of speech needs infrastructure that protects it by design — not...

• Keywords: privacy channel, channels public, simplex chat, chat relays, add privacy, channels simplex, chat relay, privacy messenger, simplex channels, visible chat
• Source: simplex.chat

Skills Changelog: Ubiquitous Language -> /grill-with-docs

Skills Changelog: Ubiquitous Language -> /grill-with-docs With over 46.6k stars, my skills repo has become a collection of my distilled thinking about engineering. What I'm doing now is posting regula...

• Keywords: skills changelog, changelog ubiquitous, docs ubiquitous, documentation stage, skills repo, changes skills, creating ubiquitous, docs architectural, skill updates, changing skills
• Source: aihero.dev

Spain's parliament will act against massive IP blockages by LaLiga

<a href="https://news.ycombinator.com/item?id=47964034">Comments&lt;/a>

• Keywords: news ycombinator, href, ycombinator com, ycombinator, href https, 47964034 comments, comments, https news, news, com item
• Source: democrata.es

Speed Up Unreal Engine NNE Inference with NVIDIA TensorRT for RTX Runtime

Neural network techniques are increasingly used in computer graphics to boost image quality, improve performance, and streamline content creation. Approaches like super resolution, denoising, and neur...

• Keywords: nne gpu, rtx gpus, rtx nne, unreal engine, tensorrt rtx, gpus efficiently, gpu tensorrt, nvidia tensorrt, gpus tensorrt, nne runtime
• Source: developer.nvidia.com

Stop trying to fail over from Cloudflare

Stop trying to fail over from Cloudflare What you’d actually lose, what it’d actually cost, and why the hot takes are wrong. On November 18, 2025, a database permissions change caused Cloudflare’s Bot...

• Keywords: cloudflare outages, cloudflare outage, cloudflare dropped, fail cloudflare, cloudflare suffered, cloudflare incident, cloudflare bad, cloudflare continuing, cloudflare fails, cloudflare failover
• Source: chaosguru.substack.com

Daily Summary

Total articles: 222

Overall

1.4 GW: Huge battery storage at former Grohnde nuclear power plant 1.4 GW power, 6 GWh capacity: Emmerthal energy cluster to exceed Grohnde NPP output, located on majo...

• Keywords: ai security, gft ai, agentops ai, ai infrastructure, developers ai, spending ai, ai dev, ai engineers, coding agents, ai server

Swedish Legal Tech Startup Legora Lands Another $50M In Nvidia-Led Series D Extension

Legora, an AI platform built for lawyers, has raised a $50 million extension from Nvidia’s venture arm, NVentures, reports CNBC. The raise brings the Swedish company’s recent Series D funding round to...

• Keywords: nvidia venture, billion legora, founders legora, startup legora, legora valued, legora ai, legora achieved, legora, raised billion, billion raised
• Source: news.crunchbase.com

Synchronous vs. asynchronous authorization updates: How to choose

Synchronous vs. asynchronous authorization updates: How to choose Why we start synchronous, when we move to async, and why revocations are different. A user gets added to an "Engineering" group. That...

• Keywords: asynchronous authorization, permissions sync, synchronous vs, fast permissions, tradeoff async, sync vs, vs async, grants async, latency role, tradeoff synchronous
• Source: workos.com

Taylor’s Teardowns: Codex Edition

Taylor’s Teardowns: Codex Edition Taylor’s Teardowns: Codex Edition Codex is powerful. I just need to be able to read it. i would say i loved claude code but not the limit changes like crazy I used to...

• Keywords: codex accessible, codex developer, codex using, using codex, developer codex, codex app, codex honestly, better codex, codex powerful, codex just
• Source: taylorarndt.substack.com

Testing Once a Year Is Not a Resilience Strategy

Every organization that has ever failed a recovery – and there are more than anyone publicly acknowledges – had one thing in common: They believed they could recover before they tried. The belief came...

• Keywords: recovery test, recovery tested, test recovery, recovery validation, recovery readiness, recovery automated, backup test, recovery environment, recovery capability, run recovery
• Source: commvault.com

The $112 Billion Quarter

Google Cloud grew 63% year-over-year in Q1 2026. Amazon Web Services posted 28%. Microsoft Azure hit 40%. All three are exceptional. Only one hit 63%. The divergence is striking. AWS & Azure resell co...

• Keywords: cloud revenue, google cloud, cloud business, compute google, google owns, advantage google, google outspending, demand google, cloud customers, google raised
• Source: tomtunguz.com

The Agent That Handled the Backlog: How AI Let a Claims Team Focus on What Matters

-5517fd7b58a6---4 crawled_date: 2026-04-30T15:22:11.239686+00:00 feed_url: https://levelup.gitconnected.com/feed published: Thu, 30 Apr 2026 14:59:24 GMT

The Agent That Handled the Backlog: How A...

• Keywords: ai agent, ai agents, agentic ai, agent technical, backlog ai, agents collaborate, agent collaboration, analysis agent, build ai, succeed agentic
• Source: levelup.gitconnected.com

The Case for Disaggregating CPU from GPU in LLM Serving

How It Started: Hitting the GIL Wall at Scale We’ve been running production model serving for many years. When we first started building Shepherd Model Gateway, the goal was modest: figure out if cach...

• Keywords: optimizations sglang, runtimes sglang, gpu tokenization, tokenization runs, python overhead, runs tokenizers, detokenization bottlenecks, tokenization microsecond, gil reasoning, sglang vllm
• Source: pytorch.org

The Dashboard Era Is Ending. Engineering Will Be the Last to Notice.

-5517fd7b58a6---4 crawled_date: 2026-04-30T15:22:11.239686+00:00 feed_url: https://levelup.gitconnected.com/feed published: Thu, 30 Apr 2026 14:57:53 GMT

The Dashboard Era Is Ending. Engineering...

• Keywords: ai productivity, ai enterprise, ai beta, ai fixed, dashboard era, ai build, 2026 microsoft, dashboards agents, ai breaking, tool reliably
• Source: levelup.gitconnected.com

The Ethics of Autonomous Weapons Systems

The Ethics of Autonomous Weapons Systems Podcast: Play in new window | Download Subscribe: RSS Artificial intelligence is transforming warfare faster than the legal and ethical frameworks designed to...

• Keywords: ethics ai, deploying ai, autonomous weapons, weapons accountability, ethics autonomous, ai, ai mediated, humanitarian law, ai powered, ai institute
• Source: softwareengineeringdaily.com

The FCC is about to ban 21% of its test labs today. I mapped them all

If you're bringing a hardware product to market in the US, you need an FCC-accredited test lab. Wireless devices, unintentional radiators, anything that emits RF energy: it goes through a test lab bef...

• Keywords: fcc testing, lab fcc, testing fcc, fcc accredited, labs fcc, fcc certify, tested fcc, fcc test, fcc recognized, descriptions fcc
• Source: markready.io

The Full Stack Is One Layer Deeper.

-5517fd7b58a6---4 crawled_date: 2026-04-30T15:22:11.239686+00:00 feed_url: https://levelup.gitconnected.com/feed published: Thu, 30 Apr 2026 14:58:23 GMT

The Full Stack Is One Layer Deeper. You’v...

• Keywords: lamp coined, building netlify, software lamp, pipeline named, developers assembled, netlify, monolithic backends, coined 1998, lamp, coined
• Source: levelup.gitconnected.com

The greatest capital misallocation in history?

The greatest capital misallocation in history? People are starting to worry In an analysis of the crazy spending on AI infrastructure, MarketWatch just quoted a tweet from yours truly: The very fact t...

• Keywords: capital misallocation, capital, greatest capital, infrastructure marketwatch, misallocation history, marketwatch today, spending ai, marketwatch, technical economic, sunday marketwatch
• Source: garymarcus.substack.com

The Human Creativity Benchmark – Evaluating Generative AI in Creative Work

1.0Introduction When professional creatives evaluate AI-generated work, their judgments produce two distinct signals. The first is convergence: evaluators agree on what works, revealing shared best pr...

• Keywords: creative evaluation, creative judgment, creatives evaluate, judgment creative, evaluators creative, aesthetic judgment, creativity benchmark, human creativity, creative intents, creativity
• Source: contralabs.com

The IDE Is Already an AI Quality Variable. Is It on Your AI Agenda?

JetBrains AI Supercharge your tools with AI-powered features inside many JetBrains products The IDE Is Already an AI Quality Variable. Is It on Your AI Agenda? Your developers’ AI tools are only as go...

• Keywords: ai gateways, ai tools, tools ai, developers ai, ai gateway, ai management, ides developers, building ai, jetbrains ai, ai agenda
• Source: blog.jetbrains.com

The marketing activation gap has a fix: Databricks and Stitch partner to turn data infrastructure into marketing performance

Databricks and Stitch are partnering to close the gap between what enterprise data can do and what marketing actually delivers. by Michael Burton, Bobby Tichy and Katy Yuan Most CMOs can feel this gap...

• Keywords: databricks marketers, databricks customers, organizations databricks, databricks infrastructure, infrastructure databricks, data marketing, databricks takes, understands databricks, matters databricks, databricks
• Source: databricks.com

The only 1 technical question which was asked in my Google Interview for Cloud Migration Consultant…

-f2ba5b8f6eb3---4 crawled_date: 2026-04-30T16:22:34.253307+00:00 feed_url: https://blog.dataengineerthings.org/feed published: Thu, 30 Apr 2026 15:39:49 GMT

The only 1 technical question which wa...

• Keywords: interview cloud, google interview, interview, interview lasted, based interview, conversations exploring, cloud reason, journey interview, interview honestly, recruiter interview
• Source: blog.dataengineerthings.org

The Pulse: AI load breaks GitHub – why not other vendors?

The Pulse: AI load breaks GitHub – why not other vendors? Also: Anthropic’s speed run to break devs’ goodwill, big price increases from GitHub Copilot, Mitchell Hashimoto on the “building block econom...

• Keywords: github reliability, github vendors, breaks github, increases github, vendors github, github, github copilot, break devs, ai breaks, tech startups
• Source: newsletter.pragmaticengineer.com

The Pulse: token spend breaks budgets – what next?

In the past 2-3 months, spending on AI agents has exploded at many tech companies, Details from 15 of them, including the different ways they are coping with this realization.

• Keywords: ai agents, spending ai, ai, agents, agents exploded, tech companies, exploded tech, tech, companies, realization
• Source: blog.pragmaticengineer.com

The Rise of Agents, Part 6: The Agent Ecosystem

The Rise of Agents, Part 6: The Agent Ecosystem The breakthrough was making one agent work. The frontier is making many of them cooperate. In January 2026, Bob Sternfels, CEO of McKinsey, stood on a s...

• Keywords: agent progress, make agents, agents capability, agent engineering, making agent, agent engineers, agents smarter, agents agents, future agents, agent architectures
• Source: robonaissance.com

The Turbine That Tried to Tell You It Was Failing

Industry Outcomes: Your SCADA system captured every anomaly. Your maintenance team learned about it on the day of the unplanned outage. That gap is where profitability lives. USE CASE Predictive Maint...

• Keywords: predictive maintenance, maintenance decisions, turbine outage, make maintenance, maintenance technology, unplanned turbine, maintenance scheduling, maintenance, unplanned outages, maintenance data
• Source: databricks.com

The Zig project's rationale for their firm anti-AI contribution policy

30th April 2026 Zig has one of the most stringent anti-LLM policies of any major open source project: No LLMs for issues. No LLMs for pull requests. No LLMs for comments on the bug tracker, including...

• Keywords: zig software, zig ai, zig strict, zig project, llm assisted, written zig, zig bun, zig, llm policies, zig recently
• Source: simonwillison.net

The Zig project's rationale for their firm anti-AI contribution policy

30th April 2026 Zig has one of the most stringent anti-LLM policies of any major open source project: No LLMs for issues. No LLMs for pull requests. No LLMs for comments on the bug tracker, including...

• Keywords: zig software, zig ai, zig strict, zig project, llm assisted, written zig, zig bun, zig, llm policies, zig recently
• Source: simonwillison.net

These 3 tweaks improved my thermals more than any cooler upgrade

The first thing that comes to mind when our CPUs run a bit too hot for our liking is to consider a new AIO. In fact, whenever I used to see CPU temperatures exceeding 85C while gaming, I'd start brows...

• Keywords: thermals upgrading, cpu thermals, upgrading cooler, improve thermals, cpu temperatures, heat cpu, cpu temperature, cheap thermal, efficiently cooler, cooler premium
• Source: xda-developers.com

Thoughts on WebAssembly as a stack machine

This week the article Wasm is not quite a stack machine has been making the rounds and has caught my eye. The post claims that WASM is not a pure stack machine because it has locals and is missing som...

• Keywords: stack wasm, stack machines, stack machine, stack memory, definition stack, managed stack, detailed stack, stack vm, pure stack, stack used
• Source: eli.thegreenplace.net

Tianyi Xie

Research Labs All Research Labs Spatial Intelligence Applied Research Autonomous Vehicles Deep Imagination Publications AI Playground New and Featured AI Art Gallery NGC Demos Research Areas AI & Mach...

• Keywords: areas ai, research autonomous, ai, ai art, internships research, ai main, ai playground, intelligence computing, research openings, ai machine
• Source: research.nvidia.com

Two new extortion crews are speedrunning the Scattered Spider playbook

Two new extortion crews are speedrunning the Scattered Spider playbook A pair of persistent and problematic threat groups affiliated with The Com are actively targeting organizations across multiple c...

• Keywords: cybercrime campaigns, attackers crowdstrike, extortion campaigns, threat groups, extortion crews, groups extortion, campaigns crowdstrike, extortion attacks, threat actors, cybercrime
• Source: cyberscoop.com

Unlocking SAP Business Context in Databricks with Semantic Metadata Delta Sharing

SAP Business Data Cloud now automatically syncs semantic metadata and governance tags into Databricks Unity Catalog — making your SAP data AI-ready by Akram Chetibi, Katie Cummiskey, Moe Derakhshani a...

• Keywords: sap semantic, metadata sap, sap databricks, databricks sap, metadata databricks, catalog databricks, semantic metadata, data sap, sap data, bdc semantic
• Source: databricks.com

Vercel Releases Open Agents to Support Background AI Coding Workflows

Vercel has launched Open Agents, an open-source app that enables the creation and execution of background coding agents. It provides a complete stack for developers to run independent coding workflows...

• Keywords: agent workflows, agent workflow, execution environments, execution environment, sandbox agent, agent sandbox, vm agent, agent computer, workflows sandbox, vercel environment
• Source: infoq.com

We need RSS for sharing abundant vibe-coded apps

30th April 2026 - Link Blog We need RSS for sharing abundant vibe-coded apps. Matt Webb: I would love an RSS web feed for all those various tools and apps pages, each item with an “Install” button. (B...

• Keywords: rss web, web feed, atom feed, feed icon, love rss, rss, blog, link blog, micro app, apps pages
• Source: simonwillison.net

We Tested Marketing Incentives to AI Agents. Here's What Happened.

You need to enable JavaScript to run this app.

• Keywords: run app, app, need enable, javascript run, enable javascript, enable, javascript, run, need
• Source: builders.ramp.com

What CI/CD strategies work for embedded or IoT projects that require hardware testing?

Embedded and IoT teams face a very different CI/CD reality than traditional SaaS teams. While most continuous integration and continuous delivery pipelines assume everything can run in the cloud, embe...

• Keywords: embedded devops, hardware ci, embedded ci, hardware testing, hardware tests, systems embedded, cloud embedded, hardware suites, tests devices, hardware test
• Source: semaphore.io

What is agentic AI and why its reshaping AI from cloud to edge

What is agentic AI and why its reshaping AI from cloud to edge Power demand for AI is rising rapidly as workloads continue to scale in both volume and complexity. Today, the real constraint is not raw...

• Keywords: ai workloads, agentic ai, cpu ai, ai agentic, execution ai, ai cloud, ai infrastructure, ai process, run agentic, driven agentic
• Source: newsroom.arm.com

What’s new, updated or recently released in Microsoft Security

New capabilities in Microsoft Agent 365; new Microsoft Defender and GitHub integration At Microsoft, security innovations are purpose-built to help every organization protect end-to-end with the speed...

• Keywords: microsoft security, microsoft agent, initiative security, secure ai, threats ai, agents secure, cybersecurity 1microsoft, agent 365, updates cybersecurity, microsoft defender
• Source: microsoft.com

Where the Goblins Came From

Where the goblins came from Starting with GPT‑5.1, our models began developing a strange habit: they increasingly mentioned goblins, gremlins, and other creatures in their metaphors. Unlike model bugs...

• Keywords: cause goblins, experienced goblins, goblin prevalence, prevalence goblins, later goblins, goblins gremlins, goblins came, goblins began, creatures goblins, responses goblin
• Source: openai.com

Why AI Engineers Are Moving Beyond LangChain to Native Agent Architectures

Take this scenario: you ship an LLM-powered feature, the demo is clean, and all stakeholders are happy. Then three weeks into production, something breaks in a way nobody can explain. You spend an aft...

• Keywords: llm orchestration, build llm, built llm, build reliably, orchestration logic, building orchestration, framework giving, framework execution, framework doing, framework makes
• Source: towardsdatascience.com

Why are the Artemis II photos on Flickr?

Why are the Artemis II photos on Flickr? If you followed along with the recent joyful celebrations of the Artemis cruise around the moon, and took a moment to dive into the photographic archives of th...

• Keywords: flickr commons, flickr public, flickr inherited, service flickr, owned flickr, flickr founders, flickr precedent, flickr users, flickr permissive, photo sharing
• Source: anildash.com

Why Commodore went bankrupt in 1994

On April 29, 1994, Commodore announced it was bankrupt and was going out of business. Its demise was a long time coming. Arguably it had been inevitable for 10 years. But the reasons Commodore went ba...

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• Source: dfarq.homeip.net

Why friction is a security risk, with Dustin Heywood

Why friction is a security risk, with Dustin Heywood by Dave Lewis April 30, 2026 - 4 min Listen to this episode on Apple Podcasts Listen to this episode on Spotify If cybersecurity teams were rock ba...

• Keywords: friction security, treats security, security focus, security, security shadow, friction credentials, security dustin, security risk, operating security, offensive security
• Source: 1password.com

Xbox mode begins rolling out to players on Windows 11 PCs

Beginning today, we’re excited to share that Xbox mode will begin rolling out in select markets to Windows 11 PCs, including laptops, desktops, and tablets, bringing a console-inspired Xbox experience...

• Keywords: xbox mode, experience xbox, xbox experience, windows xbox, handheld xbox, play xbox, pc xbox, mode gaming, xbox feel, xbox taking
• Source: news.xbox.com

Your GPU upscales way more than just games, and old videos look incredible

Most of us first noticed GPU upscaling through games because of the cleaner edges, the sharper image quality, and, well, the "free" performance. Features like DLSS and FSR have made upscaling feel lik...

• Keywords: gpu upscaling, gpus upscaling, upscaling games, resolutions gpus, gpu upscales, upscaling video, upscaling feel, upscaled 1440p, use upscaling, endgame upscaling
• Source: xda-developers.com

Your home lab's biggest mistake might be running everything in LXCs

LXCs are one of the reasons Proxmox feels so good in a home lab. They’re light, fast, easy to clone, and usually much less wasteful than spinning up a full VM for every small service. When something o...

• Keywords: lxcs reasons, vms lxc, networking lxcs, lxcs safer, running lxc, entirely lxcs, performance lxcs, lxcs opposed, lxcs need, lxcs plenty
• Source: xda-developers.com

Zulip 12.0 Released

Zulip 12.0: Organized chat for distributed teams We’re excited to announce the release of Zulip Server 12.0, containing hundreds of new features and bug fixes: end-to-end encryption for mobile push no...

• Keywords: zulip server, collaboration zulip, zulip community, zulip github, latest zulip, version zulip, backend zulip, zulip development, app zulip, teams zulip
• Source: blog.zulip.com