Daily Tech News - 2026-04-22

The era of the AI agent has officially transitioned from experimental hype to core infrastructure. As of April 22, 2026, the tech landscape is being aggressively reshaped by "agentic" workflows—systems that don't just chat, but act.

The Infrastructure of Autonomy Leading the charge, Cloudflare announced the general availability of Sandboxes, providing AI agents with persistent, isolated Linux environments to execute code safely. This move coincides with Arm and Google Cloud’s unveiling of Axion processors, specifically designed to handle the massive compute demands of agentic AI. Even enterprise staples are evolving; Microsoft Teams now supports "Bring Your Own Agent" integrations, while Cloudflare’s new Model Context Protocol (MCP) architecture aims to standardize how these agents navigate corporate data.

Pricing Volatility and Tooling Tensions However, the road to automation isn't without friction. Anthropic sparked a "will-they-won't-they" debate after A/B testing the removal of Claude Code from Pro subscriptions, a move mirrored by pricing adjustments at GitHub Copilot. While OpenAI launched GPT-Image-2 and added "thinking" capabilities to its image tools, some engineers warn that we are moving too fast. Experts are now flagging "cognitive debt" as a hidden risk in AI-driven development, cautioning that coding models may be "doing too much" and complicating maintenance.

Engineering Milestones and Hardware Power Beyond AI, the day saw significant wins in traditional engineering and hardware. Dropbox successfully slashed its backend monorepo from a bloated 87GB to a lean 20GB, dramatically improving developer productivity. On the hardware front, Alienware’s Area-51 became the first pre-built PC to sport AMD’s monster Ryzen 9 9950X3D2 processor.

From Accenture’s humanoid robot pilots to the legal drama surrounding the Trump family’s crypto venture, today's news confirms that the industry is doubling down on high-performance, autonomous systems—even as it grapples with the ethical and financial costs of that transition.

Featured Articles

3.4M Solar Panels

In October, I reviewed the Ground-Mounted Solar Energy in the United States (GM-SEUS) dataset. This dataset attempted to outline the majority of solar farm arrays and panels across the US. Version 1 o...

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Source: tech.marksblogg.com

4 productivity tricks I’ve learned after using NotebookLM since launch day

Google has a vast history of launching experimental projects, only for them to fade away before ever getting a proper launch. Unlike many Google Labs experiments that never quite see the light of day,...

Keywords: doing notebooklm, notebooklm google, notebooklm features, notebook programming, google notebooklm, notebooklm best, notebooklm reasons, notes engaging, features notebooklm, productivity tricks
Source: xda-developers.com

4 unique ways I use Claude to get the best out of it

Whether you are a long-time power user or just starting to experiment with agentic workflows, getting the most out of Claude requires moving beyond simple Q&A. As a tech writer who lives and breathes...

Keywords: integrating google, claude workflow, professional toolkit, agentic workflows, productivity software, integrating workflow, google drive, workflow specialized, workflows, documenting frequently
Source: xda-developers.com

5 Data Ingestion Methods Every Data Engineer Should Know

-f2ba5b8f6eb3---4 crawled_date: 2026-04-22T16:18:37.680121+00:00 feed_url: https://blog.dataengineerthings.org/feed published: Wed, 22 Apr 2026 15:19:58 GMT

Member-only story 5 Data Ingestion Met...

Keywords: spark pipeline, pipeline data, processing pipeline, pipeline, pipelines, pipeline technically, pipeline load, gets pipeline, pipelines fall, transformation build
Source: blog.dataengineerthings.org

A Better Way to Do Real-Time Streaming (Redpanda + RisingWave Explained)

-f2ba5b8f6eb3---4 crawled_date: 2026-04-22T16:18:37.680121+00:00 feed_url: https://blog.dataengineerthings.org/feed published: Wed, 22 Apr 2026 15:21:31 GMT

Member-only story A Better Way to Do R...

Keywords: streaming redpanda, spark approach, redpanda risingwave, risingwave streaming, streaming sql, flink spark, kafka flink, redpanda, spark combination, example redpanda
Source: blog.dataengineerthings.org

A Better Way To Fail: How This Platform Aims To Turn Startup Shutdowns Into Something Salvageable

More than 90% of startups fail, but what happens after a company shuts down is far less understood, and often far more painful than it needs to be. SimpleClosure was founded in 2023 on the idea that w...

Keywords: simpleclosure founded, loss founders, founders investors, founders recover, backed founders, founders downside, ceo simpleclosure, founders increasingly, venture backed, shutdown simpleclosure
Source: news.crunchbase.com

Accenture Showcases Humanoid Robot Warehouse Pilot

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. The firm is the lates...

Keywords: ai accenture, humanoid bots, ai make, ai use, accenture robot, humanoids industrial, humanoid workforce, humanoid robots, robot brain, ai
Source: aibusiness.com

Advancing Emerging Optimizers for Accelerated LLM Training with NVIDIA Megatron

Higher-order optimization algorithms such as Shampoo have been effectively applied in neural network training for at least a decade. These methods have achieved significant success more recently when...

Keywords: optimizer nvidia, muon optimizer, muon nvidia, training nvidia, optimized gpu, muon optimizations, muon use_distributed_optimizer, performance nvidia, optimizers llm, throughput nvidia
Source: developer.nvidia.com

AI and Teaching – The Brave New World

This article previously appeared in the Entrepreneur & Innovation Exchange (EIX) This is the 16th year we’ve been teaching the Stanford Lean LaunchPad class. This year, from the first hour of the firs...

Keywords: entrepreneur innovation, startup teams, startup idea, agile, product development, build team, earlyvangelists startups, ai companies, innovation, teams build
Source: steveblank.com

AI experimentation: From ideation to results faster (for real)

From ideation to results: AI experimentation is changing how we run tests (for real) Here is how experimentation used to work. You had an idea. It went to a developer. The developer had other prioriti...

Keywords: ai experimentation, experimentation ai, agents experimentation, results ai, generating ai, ai agents, ai generates, understands experimentation, experimentation cycle, does ai
Source: optimizely.com

AI Gateway: attach provider keys to AI Gateway keys

Apr 22, 2026 Latest PostApr 22, 2026 Latest PostYou can now attach your own OpenAI, Anthropic, or other provider keys directly to an AI Gateway key. Your apps and agents authenticate to AI Gateway wit...

Keywords: endpoint byok, supported byok, gateway api, traffic authorization, providers openai, byok traffic, ai gateway, authenticate ai, policy byok, policy authorization
Source: ngrok.com

AI Tool Rips Off Open Source Software Without Violating Copyright

A satirical but working tool called Malus uses AI to create "clean room" clones of open-source software, aiming to reproduce the same functionality while shedding attribution and copyleft obligations....

Keywords: software copyright, bypassing copyright, violating copyright, copyright based, software violating, existing copyright, company copyright, source license, copyright, violate copyright
Source: news.slashdot.org

[AINews] OpenAI launches GPT-Image-2

[AINews] OpenAI launches GPT-Image-2 with Cursor getting a $10B contract with xAI and a right to acquire for$ 60B. Cursor’s $60B deal with Xai today nearly took headline story, but given that it is a...

Keywords: openai gpt, openai image, images openai, openai launches, openai suggesting, openai, openai big, launch openai, openai thankfully, openai says
Source: latent.space

Alienware's Area-51 becomes the first pre-built PC with AMD's Ryzen 9 9950X3D2

Summary

Alienware adds the AMD Ryzen 9 9950X3D2 to Area-51 customization.
The Ryzen 9 9950X3D2 is a 16-core Zen 5 with 192MB L3 cache (up from 128MB).
Area-51 supports up to 1500W PSU, RTX 5090,...
Keywords: ryzen 9950x3d2, ryzen 9900x3d, amd ryzen, new amd, 9950x3d2 amd, 9950x3d2 cpu, amd cpu, customization ryzen, amd latest, cpu oem
Source: xda-developers.com

Anthropic cut Claude Code from new Pro subscriptions, calling it an "A/B test"

Summary

Anthropic is A/B testing Pro accounts that lack Claude Code for about 2% of new signups.
The Pro pricing page now shows Claude Code unchecked, suggesting the feature may be removed from Pr...
Keywords: pro subscription, pro signups, pro accounts, pro plans, pro subscribers, pro plan, pro claude, claude subscribers, signups pro, keeping pro
Source: xda-developers.com

Approximating Hyperbolic Tangent

The hyperbolic tangent function, ( tanh ), maps any real number to the range (-1, 1) with a smooth S-shaped curve. This property is useful as an activation function in neural networks, where it intr...

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Source: jtomschroeder.com

Are LLM agents good at join order optimization?

by Eric Liang, Ryan Marcus, Sid Taneja and Yuhao Zhang In the Databricks intelligence platform, we regularly explore and use new AI techniques to improve engine performance and simplify the user exper...

Keywords: join orderings, join ordering, optimizing join, joins, optimizers relational, join order, query optimizers, queries join, join algorithms, query optimization
Source: databricks.com

Arm and Google Cloud redefine agentic AI infrastructure with Axion processors

Arm and Google Cloud redefine agentic AI infrastructure with Axion processors Google Cloud is taking a major step toward operationalizing agentic AI at scale with multiple updates, including new TPU 8...

Keywords: processors google, ai infrastructure, google compute, architecture cloud, google cloud, ai hypercomputer, agentic infrastructure, ai deployments, compute engine, scalable agentic
Source: newsroom.arm.com

Article: When a Cloud Region Fails: Rethinking High Availability in a Geopolitically Unstable World

Key Takeaways

Cloud regions are political and physical infrastructure, not just technical abstractions. A single geopolitical event can simultaneously compromise an entire region.
Employing multip...
Keywords: cloud regions, disruption geopolitical, geopolitical disruptions, disruption scenarios, cloud failure, regional failover, cloud region, failover systems, region evacuation, region outage
Source: infoq.com

Ask HN: Why Opus4.6 was silently removed from Claude Code?

Keywords: removed opus, opus working, release opus, opus4, opus4 silently, hn opus4, opus anthropic, opus, comment opus, apply yc
Source: news.ycombinator.com

AutoAdapt: Automated domain adaptation for large language models

At a glance

Problem: Adapting large language models to specialized, high-stakes domains is slow, expensive, and hard to reproduce.
What we built: AutoAdapt automates planning, strategy selection (...
Keywords: domain adaptation, language models, adapting models, automated domain, requirements tuning, deployable language, language model, adapting, scope adaptation, adaptation pipeline
Source: microsoft.com

Best practices for AI agent access control

Best practices for AI agent access control Identity, authorization, and oversight patterns for systems that act on their own. AI agents introduce an access control problem that traditional identity an...

Keywords: authorization agent, agents credentials, authorization oversight, agent credentials, agent access, aware authorization, privileged agent, agent auth, authorization decisions, agents authenticate
Source: workos.com

Beyond the spreadsheet: how Databricks is delivering the modern CFO in Financial Services

Discover how Databricks powers a real-time, AI-driven Office of the CFO by Jennifer Miller, Marcela Granados, Andrea DeSosa, Alex Oberlander, Kim Hatton, Pavithra Rao, Naeem Rehman, Pravin Varma, Olga...

Keywords: finance leaders, databricks cfo, ambition cfos, cfo databricks, role cfo, finance teams, cfo office, data governance, office cfo, role finance
Source: databricks.com

Billionaire Backer Sues Trump Family's Crypto Firm Over Alleged Extortion

Ancient Slashdot reader Alain Williams shares a report from the BBC: The Trump family's World Liberty crypto venture is being sued by one of its billionaire backers over allegations of extortion. Just...

Keywords: liberty crypto, world liberty, wlfi tokens, token holders, crypto firm, tokens cryptocurrency, trump brand, founder chase, sun alleged, crypto venture
Source: yro.slashdot.org

Brev raises $3.3M for AI agents that keep companies on track with goals

Brev, a startup with roots in Seattle’s tech community, has raised $3.3 million in pre-seed funding for its AI tools that automatically track how companies are performing against goals. The company’s...

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Source: geekwire.com

Bring your own Agent to MS Teams

Bring Your Agent to Teams You've already built the agent. It lives somewhere: a LangChain chain, an Azure Foundry deployment, a Slack bot. Your users live in Teams. Teams is where most enterprise work...

Keywords: slack teams, agent sdk, server teams_app, agent teams, await teams_app, azure_agent_id run, env azure_agent_id, agents messages, azure_agent_id, shared agent
Source: microsoft.github.io

Building authentication in Java applications: The complete guide for 2026

Building authentication in Java applications: The complete guide for 2026 Master Spring Security authentication from form login and JWT to enterprise SSO, with production-ready patterns across Spring...

Keywords: java authentication, authentication java, authentication spring, security java, spring security, authentication ecosystem, secure java, jsp authentication, security jwt, jwt authentication
Source: workos.com

Building Human-In-The-Loop Agentic Workflows

-5517fd7b58a6---4 crawled_date: 2026-04-22T15:18:31.623919+00:00 feed_url: https://levelup.gitconnected.com/feed published: Wed, 22 Apr 2026 14:53:07 GMT

Member-only story Building Human-In-The-L...

Keywords: agentic workflows, agentic tasks, running agentic, research agents, progress agents, llm agents, agents individual, agents, agents coding, human oversight
Source: levelup.gitconnected.com

Building Reusable AI Workflows: Templates for Common Engineering Tasks

Building Reusable AI Workflows: Templates for Common Engineering Tasks AI coding is crazy fast, but without structure, things fall apart quickly. Templates turn one-off wins into something your whole...

Keywords: ai workflows, ai workflow, prompting ai, reusable workflow, ai prompting, reusable ai, ai prompt, prompt ai, workflow templates, automation patterns
Source: aviator.co

CEO Michael Intrator's 2025 Letter to Shareholders

To our shareholders There are moments in history when a new technology stops being a curiosity and becomes the foundation for everything that follows, when even the fiercest skeptics become believers....

Keywords: reinvent cloud, invention coreweave, ai cloud, cloud conceived, ai inevitable, cloud built, cloud achieve, architected ai, ai infrastructure, cloud builders
Source: wf.coreweave.com

Changes to GitHub Copilot Individual plans

22nd April 2026 - Link Blog Changes to GitHub Copilot Individual plans (via) On the same day as Claude Code's temporary will-they-won't-they $100/month kerfuffle (for the moment, they won't), here's t...

Keywords: copilot agentic, copilot plans, copilot pricing, coding agents, agentic capabilities, agentic workflows, agents doing, github copilot, agent code, copilot cli
Source: simonwillison.net

ChatGPT Images Tool Upgraded With ‘Thinking’ Capability

Keywords: ai image, images chatgpt, generative ai, chatgpt images, openai released, openai, update ai, enables ai, model openai, think openai
Source: aibusiness.com

CI/CD Breaks at AI Speed: Tangle, Graphite Stacks, Pro-Model PR Review — Mikhail Parakhin, Shopify

Keywords: press copyright, safety youtube, creators advertise, copyright, copyright contact, youtube, advertise developers, youtube works, creators, privacy policy
Source: youtube.com

CISA director pick Sean Plankey withdraws his nomination

CISA director pick Sean Plankey withdraws his nomination Sean Plankey, the long-sidelined nominee to lead the Cybersecurity and Infrastructure Security Agency, asked President Donald Trump on Wednesda...

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Source: cyberscoop.com

Claude Design.

Claude Design. How to quickly use the new Claude Design: I’m sorry, but Claude did it again. They released another Claude: This one designs. It lives on another website claude.ai/design. Runs on Opus...

Keywords: design claude, claude design, claude designs, design quickly, send designer, design coming, generate claude, designer reading, design builds, design write
Source: ruben.substack.com

Cloudflare Outlines MCP Architecture as Enterprises Confront Security and Governance Risks

Cloudflare has outlined a reference architecture for scaling Model Context Protocol (MCP) deployments across the enterprise, positioning centralized governance, remote server infrastructure, and cost...

Keywords: agent architectures, server infrastructure, backend servers, agent tool, interoperability mechanisms, approaches cloudflare, centralized oversight, agents external, systems cloudflare, ai agents
Source: infoq.com

Cloudflare Sandboxes Reach General Availability, Giving AI Agents Persistent Isolated Environments

Cloudflare has announced the general availability of Sandboxes and Cloudflare Containers as part of its Agents Week, providing persistent, isolated Linux environments for AI agent workloads. First lau...

Keywords: sandboxes cloudflare, cloudflare sandbox, sandboxes use, based sandboxes, scalable sandboxes, sandboxes agents, cloudflare describes, cloudflare containers, agent sandbox, based sandbox
Source: infoq.com

Coding Models Are Doing Too Much

Coding Models Are Doing Too Much Don't rewrite what isn't broken Code for this post is available here. AI-assisted coding has become the norm and with tools like Cursor, GitHub Copilot, Claude Code, C...

Keywords: model fixes, overthinking editing, bug fixes, improve code, model rewrites, model inability, code editing, code edits, model fix, model editing
Source: nrehiew.github.io

Cognitive debt: The hidden risk in AI-driven software development

Cognitive debt: The hidden risk in AI-driven software development How cognitive debt shows up in practice and early mitigation strategies. Welcome to the latest issue of Engineering Enablement, a week...

Keywords: developers ai, debt cognitive, cognitive debt, debt ai, productivity ai, developer productivity, rationale developers, code cognitive, developers feel, technical debt
Source: newsletter.getdx.com

Columnar Storage Is Normalization

Columnar Storage is Normalization Something I didn't understand for a while is that the process of turning row-oriented data into column-oriented data isn't a totally bespoke, foreign concept in the r...

Keywords: columnar storage, storage normalization, columnar data, columnar stored, row columnar, database normalization, normalized tables, column oriented, columnar, think columnar
Source: buttondown.com

CoreWeave Announces New Capabilities to Simplify Cross-Cloud AI

As models scale to trillions of parameters—and pipelines become more distributed—AI pioneers are quickly moving toward high-performance, cross-cloud architectures. This enables them to efficiently lev...

Keywords: cloud architectures, clouds infrastructure, cloud ai, cloud infrastructure, clouds leverage, revolutionizing cloud, cloud workloads, alongside cloud, cloud training, multi cloud
Source: wf.coreweave.com

Correlation vs. Causation: Measuring True Impact with Propensity Score Matching

The problem is that the world is just… well, real. I mean, it is very beautiful to think of a controlled environment where we can isolate just one variable and measure the effect of it. But what happe...

Keywords: match propensity, propensity_score_matching detailed, propensity_score_matching, propensity scores, propensity treatment, propensity score, similar propensity, creating propensity, models propensity, mean propensity
Source: towardsdatascience.com

Designing Data-intensive Applications with Martin Kleppmann

Stream the latest episode Listen and watch now on YouTube, Spotify, and Apple. See the episode transcript at the top of this page, and timestamps for the episode at the bottom. Brought to You by • Sta...

Keywords: enterprise features, sonar empowering, sonarqube industry, sonar makers, sonar, features workos, sonar helps, data infrastructure, review sonar, sonarqube
Source: newsletter.pragmaticengineer.com

Designing Idempotent Write Operations for Business Agents | Airbyte

Explore everything Airbyte can do Power your AI with trusted data Move data anywhere with ease Build the connectors you need, fast Drive business impact with live data Embed 100s integrations at once...

Keywords: airbyte ai, airbyte data, ai join, explore airbyte, airbyte etl, contribute airbyte, learn airbyte, airbyte designing, data infrastructure, data movement
Source: airbyte.com

Don't swap Docker for Proxmox's OCI support yet — the missing pieces matter more than the promise

Proxmox has always been one of those platforms that makes me want to tinker first and justify it later. When Proxmox VE 9.1 added native OCI image support, that itch got even worse. The pitch is immed...

Keywords: proxmox environment, promising proxmox, chasing proxmox, proxmox platforms, proxmox built, proxmox interesting, proxmox home, proxmox native, proxmox support, later proxmox
Source: xda-developers.com

Dropbox Collaborates with GitHub to Reduce Monorepo Size from 87GB to 20GB

Dropbox engineers have reduced the size of their backend monorepo from 87GB to 20GB by addressing inefficiencies in Git’s storage and delta compression model, improving developer productivity and cont...

Keywords: inefficiencies git, git storage, dropbox git, git uses, repository growth, dropbox engineers, large repository, github infrastructure, git structures, dropbox engineering
Source: infoq.com

DuckDB 1.5.2 – SQL database that runs on laptop, server, in the browser

Announcing DuckDB 1.5.2 TL;DR: We are releasing DuckDB version v1.5.2, a patch release with bugfixes and performance improvements, and support for the DuckLake v1.0 lakehouse format. In this blog post...

Keywords: implementation duckdb, duckdb version, duckdb v1, duckdb robust, benchmarked duckdb, duckdb using, using duckdb, release duckdb, make duckdb, duckdb duckdb
Source: duckdb.org

Editing Physiological Signals in Videos Using Latent Representations

Editing Physiological Signals in Videos Using Latent Representations Camera-based physiological signal estimation provides a convenient and non-contact way to monitor heart rate, but it also raises se...

Keywords: editing physiological, encoder, autoencoder embeds, autoencoder, video latent, variational autoencoder, remote photoplethysmography, preserving video, encoder representations, facial videos
Source: research.nvidia.com

Foundry IQ + Foundry Agent: From Knowledge Base to Enterprise-Level Agent

-5517fd7b58a6---4 crawled_date: 2026-04-22T15:18:31.623919+00:00 feed_url: https://levelup.gitconnected.com/feed published: Wed, 22 Apr 2026 14:53:33 GMT

Foundry IQ + Foundry Agent: From Knowledg...

Keywords: iq foundry, foundry iq, azure ai, microsoft foundry, knowledgebaseretrievalclient azure, foundry agent, create foundry, foundry interface, aiprojectclient azure, knowledgeretrievallowreasoningeffort azure
Source: levelup.gitconnected.com

Fresh off the Press: Free JAVAPRO Special Edition at JCON 2026 – PDF Coming Soon

The new issue of JAVAPRO – “Java in the Age of AI” Special Edition has arrived at JCON 2026. Conference attendees can pick up a freshly printed copy for free, exclusively available in the Coffee Area....

Keywords: java capability, future java, javapro io, java ecosystem, agents java, javapro java, javapro, java, classic java, java community
Source: javapro.io

From Ad Hoc Prompting to Repeatable AI Workflows with Claude Code Skills

Introduction Prompting ChatGPT or Claude for each run is fast, but the results are inconsistent and hard to reproduce. Building everything in Python or locking down the workflow improves reliabilit...

Keywords: code skills, code skill, workflow claude, virtual interviews, conversational setup, chatgpt claude, cases skill, case study, conversations qualitative, customer conversations
Source: towardsdatascience.com

From AI experiments to Frontier Success: Microsoft brings agentic AI to Hong Kong organizations

<p>The post <a href="https://news.microsoft.com/source/asia/2026/04/22/from-ai-experiments-to-frontier-success-microsoft-brings-agentic-ai-to-hong-kong-organizations/">From AI experiments to Frontier...

Keywords: organizations ai, ai hong, agentic ai, ai experiments, success microsoft, ai, microsoft, microsoft brings, kong organizations, news microsoft
Source: news.microsoft.com

From Rainforests to Recycling Plants: 5 Ways NVIDIA AI Is Protecting the Planet

Protecting the planet has long been slow work — researchers wading through swamps to count endangered apes, forecasters painstakingly calculating the physics of weather, waste diversion facilities sor...

Keywords: weather ai, global forecasts, climate simulation, weather prediction, advancing climate, model earth, forecasters national, climate understanding, forecasters painstakingly, storm forecasts
Source: blogs.nvidia.com

From the ‘scurfy’ mouse to the Nobel Prize: How a Seattle biotech pioneer’s long game paid off

The biotech industry is increasingly shaped by computer-designed drugs and investor pressure to move fast and show commercial traction. Nobel laureate Fred Ramsdell took a different path — one built o...

Keywords: molecular biotech, biotech startup, biotech, celltech company, biotech industry, therapies philanthropic, celltech, nobel prize, cells company, company celltech
Source: geekwire.com

Gensyn Launches Delphi: Decentralised Information Markets

Delphi is built on Gensyn’s decentralised AI rails. Once a market is live, no single centralised entity controls it, outcomes are settled by AI, with revenue distributed to the creator automatically v...

Keywords: delphi, delphi built, ai rails, decentralised ai, ai revenue, gensyn decentralised, ai, rails market, settled ai, distributed creator
Source: blog.gensyn.ai

GitHub CLI now collects pseudoanonymous telemetry

Telemetry GitHub CLI sends pseudoanonymous telemetry to help us improve the product. We want you to understand what is being sent and why. Why we collect telemetry As agentic adoption of GitHub CLI gr...

Keywords: telemetry github, telemetry agentic, reviewing telemetry, collect telemetry, telemetry log, log telemetry, telemetry reporting, telemetry implementation, telemetry aforementioned, review telemetry
Source: cli.github.com

Give AI Something Worth Amplifying: Three Priorities for Technical Leaders

JetBrains AI Supercharge your tools with AI-powered features inside many JetBrains products Give AI Something Worth Amplifying: Three Priorities for Technical Leaders Most organizations are asking wha...

Keywords: ai increases, ai developers, ai capabilities, jetbrains ai, ai makes, ai generates, ai worth, makes ai, bringing ai, ai impact
Source: blog.jetbrains.com

Goodbye Pip and Poetry. Why UV Might Be All You Need

-5517fd7b58a6---4 crawled_date: 2026-04-22T15:18:31.623919+00:00 feed_url: https://levelup.gitconnected.com/feed published: Wed, 22 Apr 2026 14:53:23 GMT

Goodbye Pip and Poetry. Why UV Might Be A...

Keywords: uv pip, uv python, pip tools, packages uv, python uv, backend uv_build, uv_build, uv build, package uv, uv dependency
Source: levelup.gitconnected.com

Google Unveils Two New AI Chips For the 'Agentic Era'

Google announced two new tensor processing units (TPUs) for the "agentic era," with separate processors dedicated to training and inference. "With the rise of AI agents, we determined the community wo...

Keywords: nvidia google, nvidia ai, processor nvidia, processors latest, processors dedicated, ai hardware, processors, distinct processors, google announced, separate processors
Source: tech.slashdot.org

Google Wallet’s latest update lands just in time for Travel season

Summary

Android's Live Updates now show flight ETA, duration, and the airline on your lockscreen and always-on display (Android 16+).
Tap the Live Update to open your boarding pass; the ticket pag...
Keywords: android live, updates android, wallet android, android features, flight updates, live updates, google wallet, updates flight, tracking live, updates boarding
Source: xda-developers.com

Hans Kasan

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: research autonomous, research area, research openings, areas ai, research labs, kasan research, research areas, internships research, research scientists, openings research
Source: research.nvidia.com

HDMI 2.2 promises 4K at 480Hz, but your current cable situation is about to get worse

It seems every data protocol that involves a cable is bound to cause confusion. The confusion around USB cables is well documented, even with USB-C becoming the standard, and these days, HDMI isn't mu...

Keywords: ultra96 hdmi, hdmi cable, hdmi ultra96, hdmi cables, hdmi specification, hdmi standard, guidelines hdmi, new hdmi, ultra96 cable, supported hdmi
Source: xda-developers.com

House Republicans roll out national privacy bill

House Republicans roll out national privacy bill House Republicans unveiled on Wednesday Congress’ latest effort to tackle comprehensive digital privacy legislation for Americans. The Secure Data Act...

Keywords: republican privacy, privacy legislation, privacy data, data privacy, national privacy, privacy policies, federal privacy, privacy protections, data consent, state privacy
Source: cyberscoop.com

How conversational analytics removes the BI bottleneck

A conversation with Databricks Head of Technical Evangelism Ari Kaplan on conversational analytics, modern databases, and why the gap between leaders and laggards is closing fast There is a question c...

Keywords: conversational analytics, conversation databricks, data leadership, insights companies, analytics ari, ari executives, driven insights, kaplan conversational, talking data, business intelligence
Source: databricks.com

How I Cut My Claude Code Token Usage by 2.8x!

-5517fd7b58a6---4 crawled_date: 2026-04-22T15:18:31.623919+00:00 feed_url: https://levelup.gitconnected.com/feed published: Wed, 22 Apr 2026 14:52:41 GMT

How I Cut My Claude Code Token Usage by 2...

Keywords: mcpmark v2, fewer tokens, mcp supabase, mcpmark, supabase mcp, principles mcpmark, mcp fragmented, problem mcpmark, token gap, reduces tokens
Source: levelup.gitconnected.com

How I run distributed Rust fuzzing in GitHub Actions

With agents I’ve found myself creating a lot of tests for extra safety and peace of mind. I’ve started adding more and more sophisticated testing strategies like fuzzing. This technique helped me find...

Keywords: efficiently fuzzing, fuzzing automated, distributed fuzzing, running fuzzing, fuzzing technique, fuzzing service, fuzzing time, fuzzing results, fuzzing naturally, fuzzing run
Source: depot.dev

How the UK learned and unlearned nuclear

Britain gave an elite group of engineers sweeping power and massive resources to deliver a nuclear power revolution. But their nuclear dreams crumbled. On 17th October 1956, Queen Elizabeth II pressed...

Keywords: nuclear britain, british nuclear, uk nuclear, british reactor, uk reactor, building nuclear, british reactors, calder hall, british energy, built nuclear
Source: worksinprogress.co

How to Come Up With Great Ideas

There's a story about an art teacher who divides a class into two groups. The first group is given one task. Design a single, perfect pot. The second group has a different instruction entirely. Make a...

Keywords: group pot, final pot, pot disaster, make pots, pot flawless, makes pots, pots collapse, pots time, pots, learning clay
Source: idiallo.com

How to Run OpenClaw with Open-Source Models

I started off testing out OpenAI’s GPT-5.4, but encountered challenges with the model being lazy. I would, for example, ask it to perform a task I know it’s able to do, and experienced the model simpl...

Keywords: openclaw models, openclaw model, usage openclaw, useful openclaw, openclaw use, openclaw assistant, general openclaw, effective openclaw, openclaw quite, performance openclaw
Source: towardsdatascience.com

How to transform document activation workflows with Genie and Agent Bricks

Turn documents into valuable business insights with Databricks by Elena Tesser -Manual document extraction workflows in industries like media, communications and gaming slow teams down, leaking revenu...

Keywords: document workflows, documents organizations, ai workflows, extraction workflows, data documents, workflows industries, document intelligence, documents marketing, agent workflow, automation fragmented
Source: databricks.com

I built these 3 Claude artifacts and now I use them every single day

There's probably no other interface that allows you to write, build and publish interactive applications as conveniently as Claude, and that's precisely why it makes artifacts such an incredibly under...

Keywords: ai quizzes, quizzes, quiz artifacts, quizzes fun, niche quizzes, create quiz, quizzes undoubtedly, quizzes couldn, right quizzes, tools claude
Source: xda-developers.com

I change these 5 storage settings on every new PC build, and they prevent headaches later

Modern operating systems on modern SSDs mostly just work. Plug a drive in, install the OS, and the defaults will get you a system that boots, runs games, and handles daily tasks without any manual int...

Keywords: prioritize ssd, modern ssds, ssds just, ssd firmware, ssds fast, update ssd, ssd, ssds, ignoring ssd, fast ssds
Source: xda-developers.com

I installed Synology's software on a dead NAS and it runs circles around the original

There's something about setting up a DSM-powered network-attached storage (NAS) device. DiskStation Manager is the software that powers the brand's catalog of products. It's one of the primary reasons...

Keywords: software nas, running nas, nas software, hardware nas, synology diskstation, manage nas, capable nas, nas systems, synology nas, nas device
Source: xda-developers.com

When I first set up my local LLM, I was mostly ignoring the settings panel. I came from cloud AI where none of this is your problem. The model behavior is tuned on the backend, so you type into a box,...

Keywords: llm settings, lm studio, local llm, local llms, llms locally, locally settings, run llms, messing settings, temperature setting, llm ignoring
Source: xda-developers.com

I Tried ByteByteGo and LeetCode — Here’s the Better One for Interview Prep

Hello guys, preparing for a technical interview in 2026 looks very different from what it did a few years ago. With companies increasingly expecting engineers to demonstrate both coding proficiency an...

Keywords: bytebytego interview, bytebytego vs, programming interview, coding interview, coding interviews, tech interviews, technical interview, bytebytego offers, thinking bytebytego, bytebytego better
Source: java67.com

I turned an old Android phone into a home server, and it’s more useful than my Raspberry Pi

A Raspberry Pi 5 set up costs around $100 once you factor in a high-speed SD card, a proprietary power brick, and a case for the device. Your old phone, on the other hand, is essentially free because...

Keywords: old phone, mobile phone, android phone, phone cpu, card phone, phone accessory, phones, device phones, old mobile, phone battery
Source: xda-developers.com

I turned my old router into a Wi-Fi extender with OpenWrt, and it was easier than I thought

I'm something of a tinkerer when it comes to my computers and (sometimes) phones, but one thing I never really thought I'd find myself doing is install custom firmware on an internet router. The whole...

Keywords: router firmware, firmware router, openwrt easy, using openwrt, firmware internet, custom firmware, openwrt provides, openwrt supported, try openwrt, openwrt
Source: xda-developers.com

I've been running SteamOS on a non-Steam mini PC, and it makes a better living room console than I expected

The most recent video game console I bought is the Xbox One. No, not the Series S, nor the X, the original Xbox One. It's a solid workhorse that saw very little use as a TV tuner box and a console. I...

Keywords: gaming pc, steamos gaming, pc gaming, mini pc, 10210u gaming, gaming linux, steamos mini, weaker pc, platform gaming, steam gaming
Source: xda-developers.com

Impact of Graphical Fidelity and Frame-Time Stutter in a First-Person Shooter Game

Impact of Graphical Fidelity and Frame-Time Stutter in a First-Person Shooter Game Frametime spikes and graphical fidelity both matter for the feel of first-person shooter (FPS) games, yet their combi...

Keywords: shooter fps, graphics quality, fps games, game frametime, quality graphics, fps game, quality frametime, fps, visual quality, perceived smoothness
Source: research.nvidia.com

Introducing Ollie: Auto-Fix Your Agent’s Codebase

In standard software engineering, developers use proven, repeatable workflows to develop, test, debug, and update software products. They use intelligent debugging tools to quickly resolve problems, r...

Keywords: improving agents, ai agents, agent development, agents software, improve agent, agent improves, complexity agents, make agents, fix agents, making agent
Source: live-comet-marketing-site.pantheonsite.io

Introducing on-demand Pipelines: run pipelines via API

Your CI/CD pipeline doesn’t have to live in a YAML file anymore. With on-demand pipelines, you can generate pipeline definitions programmatically, from scripts, services, or automation tools – and exe...

Keywords: bitbucket pipelines, pipelines yml, execute pipeline, pipeline cli, pipelines api, pipelines programmatically, service pipelines, services pipelines, pipeline service, pipelines webhooks
Source: atlassian.com

Introducing OpenAI Privacy Filter

Today we’re releasing OpenAI Privacy Filter, an open-weight model for detecting and redacting personally identifiable information (PII) in text. This release is part of our broader effort to support a...

Keywords: privacy workflows, openai privacy, filter privacy, privacy filter, privacy filtering, benchmark privacy, pipelines privacy, stronger privacy, privacy detection, strong privacy
Source: openai.com

Introducing Parallel Agents in Zed

Zed now lets you orchestrate multiple agents, each running in parallel in the same window. The new Threads Sidebar lets you control exactly which folders and repositories agents can access, and lets y...

Keywords: agent threads, parallel agents, agents zed, window threads, monitor threads, threads window, threads sidebar, threads refining, layout threads, thread basis
Source: zed.dev

Introducing workspace agents in ChatGPT

Introducing workspace agents in ChatGPT Codex-powered agents for teams. Today, we’re introducing workspace agents in ChatGPT. Teams can now create shared agents that handle complex tasks and long-runn...

Keywords: workspace agents, agents workflows, agents chatgpt, shared agents, agents working, work agent, agents using, teams workspace, agents teams, uses agent
Source: openai.com

Is Claude Code going to cost $100/month? Probably not - it's all very confusing

Is Claude Code going to cost $100/month? Probably not—it’s all very confusing 22nd April 2026 Anthropic today quietly (as in silently, no announcement anywhere at all) updated their claude.com/pricing...

Keywords: claude pricing, new pricing, claude plan, pricing page, month claude, plan claude, plans update, cost, pricing, going cost
Source: simonwillison.net

It's all about the angle: Your photos, re-composed

Generative AI

Keywords: generative ai, generative, ai
Source: research.google

Ivory Tower Notes: The Methodology

This is post #2 in my Ivory Tower Notes series. In post #1, I wrote about the problem: how every data and AI project starts. This time, the topic is the methodology, and why “prompt in, slop out” is w...

Keywords: ai posts, posting ai, ai deadlines, ai slop, thought ais, ais ai, ai, ai imagine, scepticism ai, like ai
Source: towardsdatascience.com

Kernel code removals driven by LLM-created security reports

Kernel code removals driven by LLM-created security reports Remove the amateur radio (AX.25, NET/ROM, ROSE) protocol implementation and all associated hamradio device drivers from the kernel tree. Thi...

Keywords: code removals, kernel code, drivers kernel, kernel tree, bug syzbot, bug reports, kernel, device drivers, radio ax, amateur radio
Source: lwn.net

Kotlin kontra Java – Part 2 – MultiPlatform

When you start a new project on the JVM, should you pick Java or Kotlin? You might have a preference based on the ecosystem — the tooling around it, who we can ask for help, and the libraries we can u...

Keywords: java platforms, platforms jvm, java platform, platforms kotlin, kotlin platform, platform kotlin, platforms android, pick java, multiple platforms, mobile platforms
Source: javapro.io

Kuri – Zig based agent-browser alternative

Browser automation & web crawling for AI agents. Written in Zig. Zero Node.js. CDP automation · A11y snapshots · HAR recording · Standalone fetcher · Interactive terminal browser · Agentic CLI · Secur...

Keywords: browser agentic, agent browser, browser automation, browser crawler, automation web, agent chrome, browser kuri, crawling ai, kuri agent, agents chrome
Source: github.com

Lakeflow Designer 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: features databricks, beta databricks, 2026 databricks, supported databricks, databricks april, databricks runtime, support databricks, available databricks, 18 databricks, details databricks
Source: docs.databricks.com

Language selector for AI-generated comments in Catalog Explorer

Keywords: features databricks, 2026 databricks, databricks april, supported databricks, support databricks, available databricks, classification databricks, databricks runtime, catalog databricks, beta databricks
Source: docs.databricks.com

Languages & runtimes

C# and .NET apps Use Aspire with C# projects, file-based apps, and other .NET workloads. Start with C# file-based apps or Project resources. API references are intentionally omitted from this search....

Keywords: net apps, api application, apps net, frameworks app, api references, distributed apps, apps project, typescript apphost, application model, languages frameworks
Source: aspire.dev

Layer 1A Is Table Stakes. The Real AI Infrastructure Question Is Above It.

Layer 1A Is Table Stakes. The Real AI Infrastructure Question Is Above It. I run a production AI system on Google Cloud. Last year, I migrated it to an on-premises NVIDIA DGX Spark — not to leave Goog...

Keywords: cloud google, layer google, google cloud, ai storage, cloud strategies, cloud architectures, ai infrastructure, google platform, models google, architectural layers
Source: thectoadvisor.com

Lead Rush: A First-Person Shooter for User Studies and Understanding Effects of Frame Time Spikes

Lead Rush: A First-Person Shooter for User Studies and Understanding Effects of Frame Time Spikes User studies are a cornerstone of human-computer interaction research, including measures of user perf...

Keywords: rush gameplay, gameplay logs, player performance, gameplay trigger, lead rush, games frame, gameplay, shooter game, user performance, performance data
Source: research.nvidia.com

LinkedIn CEO change: Daniel Shapero takes the helm as Microsoft broadens leadership team

LinkedIn has a new CEO for the first time in six years. Daniel Shapero, the company’s chief operating officer since 2021, is stepping into the top job, reporting to Ryan Roslansky, who was elevated la...

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Source: geekwire.com

Linux is the only OS that respects your aging gaming hardware

With the RAM and storage crisis still going strong, all it takes is one look at how much hardware is, and suddenly, your years-old PC perhaps isn't as bad as you first thought. Unfortunately, while yo...

Keywords: gaming linux, gaming os, linux gaming, linux distros, better distros, weaker hardware, hardware linux, older gaming, memory linux, distros like
Source: xda-developers.com

Live Chats on Threads: Because Big Moments Are Better Together

We’re introducing Live Chats on Threads, which lets you participate in public group chats during the biggest cultural events. It’s a new way to build community with others around shared interests like...

Keywords: live chats, chat nbathreads, chats live, chat nba, live chat, nbathreads community, chats community, chats activity, chats hosted, group chats
Source: about.fb.com

LM Studio's frontend was slowing me down, so I switched to this instead

Like many, my first dive into using local LLMs was with LM Studio. It seemed to be the best option for starting out, with one program to download that would serve as both a user interface and an LLM s...

Keywords: local llm, llm server, local llms, llm development, lm studio, llm tool, llm models, webui lm, llms lm, llms better
Source: xda-developers.com

Luddites and AI datacenters

Luddites and AI datacenters Is it time to start burning down datacenters? Some people think so. An Indianapolis city council member had his house recently shot up for supporting datacenters, and Sam A...

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Source: seangoedecke.com

Maingear's new MG-1 is the first PC to feature AMD's dual 3D V-Cache Ryzen 9 9950X3D2

Summary

The Maingear MG-1 ships with Ryzen 9 9950X3D2 — dual 3D V-Cache totaling 192 MB L3 cache.
Full overclocking support plus top-mounted 360mm AIO cooling for sustained peak performance.
Con...
Keywords: ryzen 9950x3d, ryzen 9950x3d2, amd ryzen, ryzen, best gpus, maingear overclocking, pc maingear, dual amd, amd radeon, unveils ryzen
Source: xda-developers.com

Making ChatGPT better for clinicians

Making ChatGPT better for clinicians Built for clinical work, ChatGPT for Clinicians is now available for free to verified individual clinicians in the U.S. We’re introducing ChatGPT for Clinicians, a...

Keywords: chatgpt clinicians, physicians chatgpt, chatgpt healthcare, clinician chats, clinician chat, clinician use, clinician usage, introducing chatgpt, research clinicians, support clinicians
Source: openai.com

Making Rust Workers reliable: panic and abort recovery in wasm‑bindgen

Rust Workers run on the Cloudflare Workers platform by compiling Rust to WebAssembly, but as we’ve found, WebAssembly has some sharp edges. When things go wrong with a panic or an unexpected abort, th...

Keywords: rust webassembly, rust environments, rust abort, rust panics, rust development, rust worker, nightly rust, rust functions, rust panic, unhandled rust
Source: blog.cloudflare.com

Mapping the page tables into memory via the page tables

On the 80386 processor, there is a trick for mapping the page tables into memory: You set a slot in the top-level page directory to point to… the page directory itself. When you follow through this pa...

Keywords: tables memory, mapped memory, page mapping, page directory, page tables, page table, mapping page, page point, address space, 64 page
Source: devblogs.microsoft.com

Martin Fowler: Technical, Cognitive, and Intent Debt

Fragments: April 14 I attended the first Pragmatic Summit early this year, and while there host Gergely Orosz interviewed Kent Beck and myself on stage. The video runs for about half-an-hour. I always...

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Source: martinfowler.com

Meta's $21 Billion Deal Secures Deployment Speed, Not Just GPU Access

Meta's $21 Billion Deal Secures Deployment Speed, Not Just GPU Access The CoreWeave deal underscores that ready-to-deploy compute remains more immediately viable than in-house build-out and in-house s...

Keywords: capabilities optimized, gpus cloud, gpu procurement, gpu clusters, bottleneck meta, cloud compute, capacity meta, scalability meta, deployments nvidia, deploy compute
Source: insights.trendforce.com

Multi-Agents: What's Actually Working

This explosion of usage has led to both a push and a pull to multi-agents. On the push side of things, the increased capabilities have led users to naturally experiment with many more multi-agent setu...

Keywords: using agents, multi agents, multi agent, agent usage, agents ultimately, agents management, agent research, additional agents, agents contribute, agent setups
Source: cognition.ai

Multimodal Data Integration: Production Architectures for Healthcare AI

Most multimodal healthcare AI efforts stall before production. Here’s a practical blueprint to unify genomics, imaging, clinical notes, and wearables with governance, pipelines, and fusion strategies...

Keywords: multimodal healthcare, multimodal initiatives, multimodal data, reproducibility multimodal, medicine genomics, dataset multimodal, ready multimodal, multimodal, genomics imaging, genomics captures
Source: databricks.com

My 3D printer is still great, but Bambu Lab's X2D just made it feel obsolete

I really do love my Bambu P1S Combo, which is what makes this whole thing so irritating. It’s fast, reliable, and easy enough to recommend without giving somebody a ten-minute speech about calibration...

Keywords: printer x2d, x2d making, x2d makes, makes x2d, reasons x2d, printer feel, x2d perfectly, 3d printing, x2d newer, 3d printer
Source: xda-developers.com

My RAG System Was Blind to 80% of My Data.

-5517fd7b58a6---4 crawled_date: 2026-04-22T15:18:31.623919+00:00 feed_url: https://levelup.gitconnected.com/feed published: Wed, 22 Apr 2026 14:54:01 GMT

Member-only story My RAG System Was Blind...

Keywords: retrieval pipeline, pipelines google, multimodal embedding, retrieval, knowledge base, clean retrieval, new multimodal, built knowledge, pipeline understands, transcription pipelines
Source: levelup.gitconnected.com

New report highlights agency advantages of using smaller, open-source AI models

Sponsored
Insights New report highlights agency advantages of using smaller, open-source AI models As federal agencies navigate the complex landscape of artificial intelligence, a new special repo...
Keywords: ai government, source ai, cost ai, ai increasingly, secure ai, agencies sponsored, enables agencies, future agencies, ai tools, agencies underestimate
Source: fedscoop.com

Nobody Got Fired for Uber's $8M Ledger Mistake?

Nobody Got Fired for Uber's $8 Million Ledger Mistake? LedgerStore became a case study for DynamoDB, and system design publications keep praising it to this day. But the design was abandoned 3 years a...

Keywords: uber ledger, uber rewritten, ledger dynamodb, ledgerstore dynamodb, expensive uber, alternative uber, uber processing, uber millions, ledgerstore redesign, dynamodb ledgerstore
Source: news.alvaroduran.com

NVIDIA and Google Cloud Collaborate to Advance Agentic and Physical AI

NVIDIA and Google Cloud have collaborated for more than a decade, co‑engineering a full‑stack AI platform that spans every technology layer — from performance‑optimized libraries and frameworks to ent...

Keywords: cloud nvidia, gpus cloud, nvidia ai, cloud accelerated, nvidia google, cloud engineered, ai nvidia, infrastructure nvidia, google cloud, cloud optimized
Source: blogs.nvidia.com

Nvidia's groundbreaking VRAM solution only works best on its fastest GPUs

I’ve always been in favor of smarter tech solving brute-force problems, especially when it comes to PC gaming. More efficient rendering, better upscaling, and clever compression — have all worked in t...

Keywords: reduces vram, gaming efficient, significantly vram, vram compression, vram justification, gaming performance, way vram, vram nvidia, vram future, vram
Source: xda-developers.com

Nvidia’s most slept-on RTX feature doubled my framerate, and it isn’t what you think

When someone tells you an Nvidia feature doubled their framerate, you probably immediately think of DLSS Multi Frame Generation or maybe the upscaler using the transformer model. Those features can be...

Keywords: nvidia smooth, framerate looking, increase framerate, effective nvidia, doubled framerate, framerate worth, double framerate, framerate low, framerate, original framerate
Source: xda-developers.com

One Flag, Every Chunk: Debug Logging Lands in TanStack AI

by Alem Tuzlak on Apr 22, 2026. You kick off a chat() call. A chunk goes missing. A middleware you wrote last week doesn't seem to fire. A tool gets called with arguments you can't explain. Your strea...

Keywords: ai pipeline, tanstack ai, pipeline, logging tanstack, actual pipeline, inside pipeline, openaitext tanstack, just pipeline, pipeline actually, entire pipeline
Source: tanstack.com

🖼️ OpenAI launches ChatGPT Images 2.0

Good Morning! OpenAI just dropped a massive update to its image generator, adding live web search and the ability to generate entire consistent sequences from a single prompt. Plus, you will learn how...

Keywords: images openai, models openai, openai new, stitch openai, pictures ai, chatgpt images, openai, openai just, open ai, openai officially
Source: simplifyingcomplexity.tech

OpenAI: Workspace Agents for Business

Scale your team with workspace agents Build agents in ChatGPT that take on entire workflows on their own, so your teams can focus on higher-impact work. Customizable agents that run real work Build on...

Keywords: workflows agents, workspace agents, manage agents, agents automate, agents tools, tools agents, enterprise agents, workflows teams, workspace teams, team workspace
Source: openai.com

Opening 11 Million Character HTML in a Mobile WebView: Virtual Chunking

-5517fd7b58a6---4 crawled_date: 2026-04-22T15:18:31.623919+00:00 feed_url: https://levelup.gitconnected.com/feed published: Wed, 22 Apr 2026 14:52:49 GMT

Member-only story Opening 11 Million Char...

Keywords: xiaomi redmi, note 9s, xiaomi, ve xiaomi, redmi note, rescue turkish, mobile, phone started, turkish commercial, battery swelled
Source: levelup.gitconnected.com

Optimizely remote MCP server for experimentation

Optimizely remote MCP server for experimentation, now for your whole team At Optimizely, we're always looking for ways to make experimentation more seamless, intuitive, and integrated into your daily...

Keywords: remote mcp, mcp ui, tools mcp, experimentation mcp, client mcp, optimizely mcp, mcp server, communicate mcp, experimentation developers, mcp enabled
Source: optimizely.com

Our eighth generation TPUs: two chips for the agentic era

<a href="https://news.ycombinator.com/item?id=47862497">Comments</a>

Keywords: news ycombinator, href, ycombinator com, ycombinator, href https, comments, https news, 47862497 comments, com item, news
Source: blog.google

Ping-pong robot beats top-level human players

April 22 (Reuters) - An autonomous robot ping-pong player dubbed Ace has achieved a milestone for AI and robotics in Tokyo by competing against and sometimes defeating top-level human players at table...

Keywords: robots ace, table tennis, playing robots, ai robotics, robot ping, sony ai, sport sony, ping pong, ai robot, matches ace
Source: reuters.com

Podcast: How Algorithms Make Us Feel Bad and Weird

Lost in the wedding algorithm sauce, "clean rooms" for AI, and founders obsessed with "tokenmaxxing" in this week's 404 Media Podcast.

Keywords: obsessed tokenmaxxing, tokenmaxxing, rooms ai, media podcast, algorithm sauce, podcast, ai founders, tokenmaxxing week, ai, lost wedding
Source: 404media.co

Presentation: Panel: Building a Culture that Works

Transcript Nicky Wrightson: We're going to introduce ourselves, where we are, and give a little bit of a descriptor of the kind of culture that we thrive in. For example, I will say, "I'm Nicky. VP of...

Keywords: engineering culture, environment nicky, engineering cultures, environments love, environment thrive, environment, engineering climate, environment particularly, thrive culture, company culture
Source: infoq.com

Putting AI to work with the building trades

We are living through a moment that will be defined not only by advanced technology and AI, but by the real-world infrastructure that makes it possible. And that infrastructure will be built the way c...

Keywords: trades workforce, skilled workforce, skilled trades, trades unions, trade professionals, workforce pipeline, skilled trade, trades professionals, workers microsoft, talented workforce
Source: blogs.microsoft.com

Quoting Bobby Holley

22nd April 2026 As part of our continued collaboration with Anthropic, we had the opportunity to apply an early version of Claude Mythos Preview to Firefox. This week’s release of Firefox 150 includes...

Keywords: firefox week, 2026 raccoon, future, 2026, release firefox, cto firefox, prompt claude, firefox 150, 2026 changes, april 2026
Source: simonwillison.net

Qwen3.6-27B: Flagship-Level Coding in a 27B Dense Model

22nd April 2026 - Link Blog Qwen3.6-27B: Flagship-Level Coding in a 27B Dense Model (via) Big claims from Qwen about their latest open weight model: Qwen3.6-27B delivers flagship-level agentic coding...

Keywords: flagship qwen3, new qwen3, qwen3 27b, model qwen3, unsloth qwen3, qwen3, llama server, installing llama, install llama, qwen latest
Source: simonwillison.net

Research|TPU 8t/8i and Virgo Network: the biggest networking upgrade since TPU v4 — and another major win for optics (one we called early)

Research|TPU 8t/8i and Virgo Network: the biggest networking upgrade since TPU v4 — and another major win for optics (one we called early) Going through Google’s two recent technical posts — on Virgo...

Keywords: 8t tpu, tpu 8t, torus upgrade, virgo network, tpu 8i, network megascale, 8t sees, network scale, 8i tpu, 8t 8i
Source: fundaai.substack.com

Reviving Teletext for Ham Radio

��}y{�F��S��S[�/I�%Em��u_'Nm'M��"Gc�TIʶ�軟f��No�m��bK�0�0�ߜ\_��T�ﻗ��6�g!s��\�d�f3� �F�r��|����w/��Y��_`~~ߙ�hӐ ݇~~!u��hjNXُ^hV��6ԕe�@��Н�Z<��~��N=׶b7�˞��Q��C\��=f��QA/�@�Q��G�bT��A��M...

Keywords: 0m y7_, y8y7 zθ, zxq_ fh, x_l c8h, 7f_ xq8, yg o7, z_f nz6c, 6z tnlfh, bgsqxvu kz, mþjn xs
Source: spectrum.ieee.org

Revolutionizing AI Efficiency: Dell and Cyrock.AI Receive AI Award for 80% Energy Savings

Cologne / Berlin, April 22, 2026 – At the international AI developer conference JCON EUROPE 2026 in Cologne, the world-leading server manufacturer Dell Technologies and Cyrock.AI made a major impact b...

Keywords: dell ai, cyrock ai, ai infrastructure, dell technologies, ai chip, ai cyrock, ai factory, ai sustainability, ai memory, expensive ai
Source: javapro.io

Scaling the AI-Ready Data Center with NVIDIA RTX PRO 4500 Blackwell Server Edition and NVIDIA vGPU 20

AI integration is redefining mainstream enterprise applications, from productivity software like Microsoft Office to more complex design and engineering tools. This shift requires the modern data cent...

Keywords: gpu vm, gpu virtualization, gpu instances, independent gpu, cloud gpu, dedicated gpu, gpu instance, automates gpu, gpu compute, instance gpu
Source: developer.nvidia.com

Scoped personal access tokens will soon be available by default for workspaces with the compliance security profile enabled

What's coming? Learn about features and behavioral changes in upcoming Databricks releases. Scoped personal access tokens will soon be available by default for workspaces with the compliance security...

Keywords: databricks users, authenticate databricks, databricks workspace, workspace entitlements, api databricks, deprecated databricks, databricks new, databricks actively, default databricks, organization databricks
Source: docs.databricks.com

Seattle report says gig worker pay law is working, countering claims by DoorDash and Uber

Seattle’s gig worker pay law, requiring minimum pay rates for app-based delivery workers, has been one of the most contentious labor experiments in the country for more than two years. Now the city is...

Keywords: platform workers, seattle consumers, uber industry, workers platforms, uber eats, consumers pay, worker pay, seattle regulatory, platforms delivery, uber
Source: geekwire.com

Series A for exe.dev

We have raised a Series A, for a total of $35m in funding. We are using it to build a new generation of cloud infrastructure. Major investors are Amplify, CRV, and HeavyBit. Call it a cloud for develo...

Keywords: cloud agents, cloud developers, infrastructure agents, building cloud, cloud infrastructure, agents need, agents, developers need, new cloud, based agent
Source: blog.exe.dev

Shifting From Individual Contributor to Individual Architect

Shifting From Individual Contributor to Individual Architect Posted in DesignPlatforms Art Anthony April 22, 2026 At some point or another, most software developers find themselves at a career crossro...

Keywords: architect mindset, architectural instincts, architect role, architectural thinking, architects change, individual architect, architects focus, systems architect, software architect, architect focuses
Source: nordicapis.com

Ship production AI features faster with Firebase AI Logic

If you’ve been building with Firebase AI Logic, you know the core story: direct access to Gemini from your mobile or web app, with no backend to build or maintain. Thousands of apps are already runnin...

Keywords: firebase ai, client firebase, firebase app, using firebase, firebase servers, firebase console, building firebase, firebase, new firebase, define firebase
Source: firebase.blog

Shopify’s AI Phase Transition: 2026 Usage Explosion, Unlimited Opus-4.6 Token Budget, Tangle, Tangent, SimGym — with Mikhail Parakhin, Shopify CTO

Early bird discounts for the San Francisco World’s Fair, the biggest AIE gathering of the year, end today - prices will go up by ~$500 tonight so do please lock in ASAP! From near-universal AI tool ad...

Keywords: ai shopify, ai company, ai initiatives, ai token, costs shopify, shopify ml, better shopify, compute shopify, shopify built, shopify doing
Source: latent.space

Show HN: Broccoli, one shot coding agent on the cloud

AI teammates for your engineering loop. Broccoli turns Linear tickets into shipped PRs — powered by Claude and Codex, running on your own Google Cloud.

🎯 Linear ticket → reviewable PR. Assign an iss...
Keywords: cloud project, cloud build, gcp project, cloud google, deploy cloud, deployment broccoli, cloud manage, broccoli deployment, project gcp, google cloud
Source: github.com

Show HN submissions tripled and are now mostly vibe-coded

Show HN submissions tripled and are now mostly vibe-coded An attempt to detect AI design patterns in Show HN pages When browsing Hacker News, I noticed that many Show HN projects now have a generic st...

Keywords: patterns hn, hn projects, design hn, hn submissions, hn pages, ai patterns, design ai, patterns ai, site ai, ai generated
Source: adriankrebs.ch

Simplify Sparse Deep Learning with Universal Sparse Tensor in nvmath-python

In a previous post, we introduced the Universal Sparse Tensor (UST), enabling developers to decouple a tensor’s sparsity from its memory layout for greater flexibility and performance. We’re excited t...

Keywords: pytorch sparse, to_sparse_csr tensor, sparse tensors, universal sparse, sparse tensor, tensor sparsity, sparse ust, tensor storage, tensor ust, scipy sparse
Source: developer.nvidia.com

SpaceX Agrees to Potential $60B Deal to Acquire Cursor

Keywords: cursor founded, pay cursor, acquire cursor, partnership cursor, cursor coding, colossus supercomputer, cursor 10, supercomputer, ai partnership, cursor
Source: aibusiness.com

SpaceX Strikes Deal With Coding Startup Cursor For $60 Billion

An anonymous reader quotes a report from the New York Times: SpaceX, Elon Musk's rocket and satellite company, said on Tuesday that it had struck a deal with the artificial intelligence start-up Curso...

Keywords: companies cursor, acquire cursor, cursor makes, start cursor, cursor later, startup cursor, cursor, cursor talks, billion spacex, cursor 2460
Source: developers.slashdot.org

Speeding up agentic workflows with WebSockets in the Responses API

Speeding up agentic workflows with WebSockets in the Responses API By Brian Yu and Ashwin Nathan, Members of the Technical Staff When you ask Codex to fix a bug, it scans through your codebase for rel...

Keywords: agentic workflows, codex agent, api overhead, api faster, slowest agentic, api latency, waiting codex, agentic rollouts, running codex, api codex
Source: openai.com

SPLC Indicted for Gain-of-Function Research into Racism

The scurrilous left-wing group had to pay for racism to meet demand. But the criminal case may not stick. <img src="https://i0.wp.com/www.nationalreview.com/wp-content/uploads/2017/08/pic_giant_081817...

Keywords: pay racism, pic_giant_081817_charlottesville_0 jpg, racism, racism meet, pic_giant_081817_charlottesville_0, demand criminal, 08 pic_giant_081817_charlottesville_0, left wing, criminal case, scurrilous left
Source: nationalreview.com

Share what you're into. Rec League is an app for sharing the things you love. Catalog your recommendations into tidy collections (your guide to Rome, your open tabs, auction lots, bookshelf, things yo...

Keywords: rec league, league app, share rec, league, rec, app sharing, league londyn, recommendations tidy, app, interests brilliant
Source: recleague.com

SteamOS now runs on every AMD handheld, and Valve didn't even make a big deal about it

SteamOS has always felt like Valve's silent rebellion. It's never been loud enough to threaten the status quo outright, but it has always been capable enough to make you question it once you use it. W...

Keywords: steamos fundamentally, releasing steamos, realize steamos, steamos runs, update steamos, steamos valve, windows steamos, pushing steamos, instead steamos, steamos hasn
Source: xda-developers.com

Structuring AI Evaluation and Observability with MLflow: From Development to Production

Structuring AI Evaluation and Observability with MLflow: From Development to Production Shipping your first AI agent or LLM application feels fulfilling until you have to make changes because it does...

Keywords: evaluation mlflow, mlflow evaluation, mlflow development, mlflow ai, observability mlflow, mlflow agent, mlflow facilitate, tracing mlflow, evaluate ai, platform mlflow
Source: mlflow.org

Daily Summary

Total articles: 191

Overall

In October, I reviewed the Ground-Mounted Solar Energy in the United States (GM-SEUS) dataset. This dataset attempted to outline the majority of solar farm arrays and...

Keywords: solar farms, solar farm, solar, solar energy, american solar, solar panels, 4m solar, majority solar, mounted solar, panels source

Supabase is now ISO 27001 certified

Supabase is certified to ISO/IEC 27001:2022. The certificate covers our information security management system across the entire platform.

Keywords: supabase certified, supabase, certified iso, iec 27001, iso iec, 2022 certificate, certified, certificate, iec, 27001
Source: supabase.com

Technical, cognitive, and intent debt

Fragments: April 2 As we see LLMs churn out scads of code, folks have increasingly turned to Cognitive Debt as a metaphor for capturing how a team can lose understanding of what a system does. Margare...

Keywords: cognitive debt, debt metaphor, debt lives, debt, technical debt, debt interact, bemused debt, kind debt, intent debt, systems cognition
Source: martinfowler.com

The AI era demands a different kind of CISO

The AI era demands a different kind of CISO Many security leaders are still operating with frameworks built for a different era. For years, success was measured by fixed checkpoints, such as passing a...

Keywords: threats ai, threats cisos, cybersecurity headed, decades cybersecurity, dynamic threats, ciso security, cybersecurity, threat landscape, national cybersecurity, contributions cybersecurity
Source: cyberscoop.com

The AI That Thought It Was in Charge: Why Excessive Agency Is the Sleeper Threat Nobody’s Talking…

-5517fd7b58a6---4 crawled_date: 2026-04-22T15:18:31.623919+00:00 feed_url: https://levelup.gitconnected.com/feed published: Wed, 22 Apr 2026 14:52:57 GMT

The AI That Thought It Was in Charge: Why...

Keywords: agency sleeper, ai security, sleeper threat, excessive agency, enforce ai, treating ai, ai risk, agency excessive, ai irreversible, ai thought
Source: levelup.gitconnected.com

The best time to post on Hacker News

Published Mar 14, 2026 The best time to post on Hacker News People ask this question because Hacker News can feel mysterious. One post gets 600 points. Another disappears in 20 minutes. The natural re...

Keywords: posting hour, timing advice, post early, afternoon especially, utc 7am, eastern 9am, early afternoon, time post, utc useful, news time
Source: blog.alcazarsec.com

The Cruel Truth of Conway’s Law: Why Your Architecture Always Loses to Department Walls

-5517fd7b58a6---4 crawled_date: 2026-04-22T15:18:31.623919+00:00 feed_url: https://levelup.gitconnected.com/feed published: Wed, 22 Apr 2026 14:53:14 GMT

Member-only story The Cruel Truth of Conw...

Keywords: architecture kafka, based cloud, architecture, cloud, presenting architecture, devops, flawless architecture, transformation conference, architecture loses, devops team
Source: levelup.gitconnected.com

The eighth-generation TPU: An architecture deep dive

Inside the eighth-generation TPU: An architecture deep dive Diwakar Gupta Distinguished Engineer, Google Cloud Sabastian Mugazambi Group Product Manager, Google Cloud At Google, our TPU design philoso...

Keywords: tpu architecture, ai lifecycle, cloud ai, ai stack, tpu memory, supercomputing architecture, computing landscape, ai workloads, ai hypercomputer, google ai
Source: cloud.google.com

The Illuminated Man: an unconventional portrait of JG Ballard

<a href="https://news.ycombinator.com/item?id=47868832">Comments</a>

Keywords: news ycombinator, href, ycombinator com, ycombinator, href https, 47868832 comments, comments, https news, com item, news
Source: theguardian.com

The missing piece for managing your self-hosted library

Self-hosting a photo library is one of the most common starter projects for building a home lab. And it's become straightforward enough. Install Immich, point it to your folders, and you're done. But...

Keywords: managing images, managing albums, photos albums, metadata management, image metadata, photo hosting, image library, photo library, library metadata, management images
Source: xda-developers.com

The Monocle Design Awards 2026: The best homeware and equipment

The Monocle Design Awards 2026: The best homeware and equipment The year’s most ingenious tools and objects, designed to enhance your everyday living. Best in audio Turntable PP-1 by Waiting for Ideas...

Keywords: turntable pp, audio turntable, turntable, intuitive music, audio, cumbersome tonearm, music, vinyl, engage music, design
Source: monocle.com

The Monocle Design Awards 2026: The most beautiful buildings and architectural design

The Monocle Design Awards 2026: The most beautiful buildings and architectural design Eight spaces that caught our eye this year – from a trade school championing craft to a revived waterfront. Best h...

Keywords: monocle firm, corporate architecture, monocle design, monocle meets, monocle new, monocle, headquarters lombard, architectural marvel, offices switzerland, tells monocle
Source: monocle.com

The Real Bottleneck Is Still Not the Code

-5517fd7b58a6---4 crawled_date: 2026-04-22T15:18:31.623919+00:00 feed_url: https://levelup.gitconnected.com/feed published: Wed, 22 Apr 2026 14:53:42 GMT

Member-only story The Real Bottleneck Is...

Keywords: bottleneck code, bottleneck just, bottleneck, real bottleneck, nature bottleneck, bottleneck visibility, production gap, code cheap, constraint did, tooling improved
Source: levelup.gitconnected.com

The Scapegoat

The Scapegoat Yes, AI is changing things in the corporate world, but let’s be clear: The humans are driving the actual change. McClatchy proves it. McClatchy is a company that screams legacy. Nearly 1...

Keywords: ai changing, ai introduced, ai tech, ai justification, ai news, employees ai, ai agents, ai tools, technology mcclatchy, ai thing
Source: feed.tedium.co

This fan-made Banjo-Kazooie PC port does what Nintendo won't — and it's free

I fondly remember heading to my local flea market with my dad to pick out a new Nintendo 64 game for my birthday back in 1998. While I had a few games in mind, including 1080° Snowboarding and Yoshi's...

Keywords: banjo kazooie, nintendo 64, kazooie pc, banjo recompiled, banjo recompile, features banjo, revisiting banjo, release banjo, kazooie game, memories banjo
Source: xda-developers.com

This hidden Claude feature saves me hours every week, and most people don't know it exists

Most users treat Claude as a sophisticated AI board where you dump a prompt and hope for a clean output. But if you are using it that way, you are only scratching the surface of its utility. For a lon...

Keywords: utilizing claude, projects claude, claude projects, using claude, use claude, claude automate, developed claude, purpose claude, upload claude, instruction claude
Source: xda-developers.com

Timing Matters: The Impact of Event-Specific Frametime Spikes in First-Person Shooter Games

Timing Matters: The Impact of Event-Specific Frametime Spikes in First-Person Shooter Games Frametime spikes can disrupt gameplay in first-person shooter (FPS) games, affecting both performance and pl...

Keywords: fps gameplay, shooter fps, fps games, games frametime, fps game, frametime spikes, fps, shooter games, disrupt gameplay, games affecting
Source: research.nvidia.com

Train, Serve, and Deploy a Scikit-learn Model with FastAPI

In this article, you will learn how to train a Scikit-learn classification model, serve it with FastAPI, and deploy it to FastAPI Cloud. Topics we will cover include:

How to structure a simple proje...
Keywords: fastapi cloud, cloud fastapi, fastapi application, api fastapi, fastapi app, use fastapi, model fastapi, application fastapi, fastapi server, deployment fastapi
Source: machinelearningmastery.com

Treasury canceled Booz contracts over vetting of IRS leaker, Bessent says

Treasury canceled Booz contracts over vetting of IRS leaker, Bessent says The Treasury Department’s loss of “confidence” in Booz Allen Hamilton led to the agency’s decision to cancel its contracts wit...

Keywords: irs leaker, leaked tax, irs talks, treasury canceled, trump irs, irs believe, treasury decision, privacy taxpayers, contracts treasury, treasury thought
Source: fedscoop.com

Trends from the Pragmatic AI in .NET Show

Three shows in and the signal is clear: AI in .NET development isn't one-size-fits-all — the teams winning are the ones that embrace the spectrum, write better specs, and let AI handle the grunt work...

Keywords: ai net, seeing ai, ai lately, net development, net developers, ai agents, ai development, pragmatic ai, ai stakes, difference ai
Source: platform.uno

Ubuntu Reveals 26.10 Codename: What’s Behind the Unusual Choice?

Ubuntu has officially announced that the codename for its upcoming version 26.10 will be “Stonking Stingray.” This choice continues the tradition of pairing an adjective with an animal for each releas...

Keywords: stonking stingray, term stonking, stonking, stingray refers, stonking british, stingray, stingray choice, 10 stonking, making stonking, stonking alphabetical
Source: serverhost.com

Virginia Votes Against Its Citizens While National Republicans Sleep

Virginia barely passed a partisan redistricting that will be hard to undo. <img src="https://i0.wp.com/www.nationalreview.com/wp-content/uploads/2026/01/abigail-spanberger-virginia.jpg?fit=617%2C360&#...

Keywords: partisan redistricting, virginia jpg, redistricting hard, virginia barely, redistricting, virginia, passed partisan, spanberger virginia, partisan, abigail spanberger
Source: nationalreview.com

Visual Studio Code 1.117

Visual Studio Code 1.117 Follow us on LinkedIn, X, Bluesky | Last updated: April 16, 2026 Welcome to the 1.117 release of Visual Studio Code. Happy Coding! April 15, 2026

Add support for self-updati...

Keywords: autopilot permission, autopilot preview, chat permissions, vs code, approvals autopilot, copilot cli, visual studio, supports auto, permissions default, permission mode
Source: code.visualstudio.com

We found a stable Firefox identifier linking all your private Tor identities

Summarize this article with We recently discovered a privacy vulnerability affecting all Firefox-based browsers. The issue allows websites to derive a unique, deterministic, and stable process-lifetim...

Keywords: privacy bugs, private browsing, firefox private, browser tor, sensitive browser, browser instances, firefox tor, concurrent browser, browser process, browser activity
Source: fingerprint.com

Website streamed live directly from a model

<a href="https://news.ycombinator.com/item?id=47867048">Comments</a>

Keywords: news ycombinator, href, ycombinator com, ycombinator, href https, 47867048 comments, comments, https news, com item, news
Source: flipbook.page

What Claude Design is actually good for (and why Figma isn’t dead yet)

In this mini episode, I do a full walkthrough of the AI design tools that dropped in April 2026: Anthropic’s new Claude Design, OpenAI’s GPT Images 2.0, and Google Labs’ open-source DESIGN.md format....

Keywords: creative redesigns, design imports, design tools, source design, import design, design smartest, google design, ai design, design, design 05
Source: lennysnewsletter.com

What’s new from Firebase at Cloud Next 2026

At Cloud Next 2026, we’re focused on helping you build and scale apps with more speed and flexibility than ever before. Whether you’re building the next viral mobile app or website—and regardless of w...

Keywords: google cloud, firebase phone, firebase app, introduce firebase, securely firebase, firebase, using firebase, firebase supports, like firebase, firebase ai
Source: firebase.blog

What The Record Venture Funding Quarter Actually Means For Your Startup’s Fundraise

Crunchbase just reported that $300 billion flowed into startups in Q1 2026, the biggest quarter in venture history. The eye-popping subtext? Four companies absorbed$ 188 billion of that, or 65%. If yo...

Keywords: venture investing, venture funding, venture capital, acquisitions crunchbase, startup investment, entrepreneurs accelerate, venture funds, premier venture, venture firm, tech entrepreneurs
Source: news.crunchbase.com

When Escom bought Commodore

Escom acquired Commodore on April 22, 1995 for $14 million. At the time, it seemed like Commodore’s long nightmare might be over. The Amiga had a new owner. Sadly, it didn’t work out that way. Escom:...

Keywords: escom commodore, commodore escom, escom acquired, acquired commodore, commodore buying, buying commodore, sell escom, escom, amiga commodore, escom tried
Source: dfarq.homeip.net

Why experience optimization needs a platform, not point solutions

Most teams are busy stitching together point solutions. One for experimentation, one for personalization, one for feature delivery, one for analytics, each one doing its job, none of them in sync with...

Keywords: analytics doing, experimentation analytics, analytics stack, optimizely experience, teams insight, stack experience, analytics decisions, analytics, analysts spend, teams slow
Source: optimizely.com

Why I ditched Cloudflare Tunnels for Tailscale and Caddy on my homelab

Setting up Cloudflare Tunnels for the first time in my homelab felt like unlocking a kind of superpower. I didn’t want to open ports, deal with SSL renewal hassles, or wrestle with dynamic DNS. With C...

Keywords: cloudflare tunnels, homelab cloudflare, alternative cloudflare, service cloudflare, cloudflare, dns cloudflare, tunnels tailscale, switched cloudflare, tunnels access, subdomains cloudflare
Source: xda-developers.com

Why We Need Continual Learning

Why We Need Continual Learning The Memento and the Machine America | Tech | Opinion | Culture | Charts News from SpaceX and Cursor - if you haven’t seen yet, you’ll want to read this -AD In Christophe...

Keywords: memento memory, learning memento, memento perpetual, memento, challenges memento, memento machine, catastrophic forgetting, biological memory, model memorizes, memento isn
Source: a16z.news

Windows 365 Link celebrates first anniversary of simple, secure, purpose-built Cloud PC device

Windows 365 Link: One year of the simple, secure, purpose-built Cloud PC device IT practitioners don’t hand out praise easily. So when a solution architect, a head of workplace design and a modern wor...

Keywords: windows 365, 365 cloud, microsoft cloud, cloud windows, cloud pcs, 365 link, cloud pc, cloud device, cloud service, microsoft
Source: blogs.windows.com

Windows 9x Subsystem for Linux

To use the Mastodon web application, please enable JavaScript. Alternatively, try one of the native apps for Mastodon for your platform.

Keywords: mastodon web, apps mastodon, use mastodon, mastodon platform, mastodon, enable javascript, javascript, javascript alternatively, web application, try native
Source: social.hails.org

Windows 9x Subsystem for Linux

C 64%
Assembly 35.5%
Makefile 0.5% WSL9x Windows 9x Subsystem for Linux. WSL9x runs a modern Linux kernel (6.19 at time of writing) cooperatively inside the Windows 9x kernel, enabling users to...
Keywords: linux wsl9x, wsl9x runs, wsl9x build, wsl9x windows, wsl9x use, wsl9x components, initialisation wsl9x, win9x kernel, driver wsl, wsl9x vxd
Source: codeberg.org

Workspace Agents in ChatGPT

Keywords: workspace agents, agents workflows, agents chatgpt, shared agents, agents working, work agent, agents using, teams workspace, agents teams, uses agent
Source: openai.com

Writing an LLM from scratch, part 33 -- what I learned from finally getting round to the appendices

Writing an LLM from scratch, part 33 -- what I learned from finally getting round to the appendices After finishing the main body of "Build a Large Language Model (from Scratch)", I set myself three f...

Keywords: book appendices, reading experience, useful appendix, appendices building, learned documentation, appendix book, appendices, appendices finishing, appendices tl, building gpt
Source: gilesthomas.com

Writing LiveKit AgentTask | Patterns from Shipping Voice Workflows

-5517fd7b58a6---4 crawled_date: 2026-04-22T15:18:31.623919+00:00 feed_url: https://levelup.gitconnected.com/feed published: Wed, 22 Apr 2026 14:53:51 GMT

Member-only story Writing LiveKit AgentTa...

Keywords: agenttask structured, agenttask patterns, voice workflows, agenttask building, answer agenttask, voice agent, livekit agenttask, voice agents, agenttask, agent instructions
Source: levelup.gitconnected.com

You don't need advice from editors on rejected manuscripts

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

You Have 5000 Days: Navigating the End of Work as We Know It. Part 25: The Desk Set Prophecy.

You Have 5000 Days: Navigating the End of Work as We Know It. Part 25: The Desk Set Prophecy. In the long arc of our collective story, certain artifacts from the past arrive like messages in bottles,...

Keywords: desks despair, modern productivity, desk corporate, computers decade, computer desk, desk, desk early, open desk, work ai, desk open
Source: readmultiplex.com

Your AI Coding Tool Is Only as Good as the Environment You Build for It

Your AI Coding Tool Is Only as Good as the Environment You Build for It A hands-on guide for Java developers to ground AI coding tools with JDTLS, MCP, repository conventions, and real project structu...

Keywords: cargotracker java, cargorepository java, cargo java, java cargorepository, cargotracker jdtls, java cargo, jdtls cargotracker, cargoitineraryexportservice java, itinerarycsvassembler java, cargoroutedtoassembler java
Source: the-main-thread.com

Your AI Tool Calls Should Fail at Compile Time, Not in Production

by Alem Tuzlak on Apr 22, 2026. You wire up webSearchTool on your Anthropic adapter. You ship. A week later, a user complains the model's answers feel weirdly out of date. You dig in. Turns out the mo...

Keywords: websearchtool tanstack, websearchtool compiles, googlesearchtool tanstack, toolkind providertool, type tool, upgrade tanstack, provider tools, websearchtool fine, openrouterwebsearch tanstack, provider tool
Source: tanstack.com

Your docs have a new audience

Your docs have a new audience AI agents are reading your documentation. Here's what WorkOS did to serve them clean markdown instead of unparseable HTML. AI agents are now a significant audience for yo...

Keywords: html ai, html agent, agent content, content ai, ai agent, docs generated, seo robots, site agents, ai agents, documentation workos
Source: workos.com

Your Prometheus Bill Isn't Prometheus. It's Cardinality.

Your Prometheus Bill Isn't Prometheus. It's Cardinality. FinOps for observability: measure, attribute, and aggressively drop the metrics you don't need Prometheus is free. Thanos is free. Grafana is f...

Keywords: prometheus stack, prometheus needs, prometheus free, run prometheus, prometheus isn, isn prometheus, prometheus, prometheus memory, need prometheus, prometheus thanos
Source: podostack.com