Daily Tech News - 2026-04-27

The global AI race just hit a massive speed bump as efficiency and geopolitics take center stage in the latest industry shakeup.

The AI Price War and Hardware Pivot

The big story today is the launch of DeepSeek V4. The Chinese AI powerhouse has released its latest model, claiming near state-of-the-art performance at a staggering one-sixth the cost of Western competitors. Crucially, V4 is the first major model custom-built for non-NVIDIA chips, signaling a significant shift in the global compute landscape as industry leaders predict a reassertion of general-purpose CPUs in the age of Agentic AI.

The Rise (and Growing Pains) of AI Agents

Developer workflows are being radicalized by new "agentic" tools. Devin for Terminal now allows engineers to hand off local sessions to the cloud, while the Symphony open-source spec aims to standardize Codex orchestration. However, this progress comes with friction: Anthropic has sparked user backlash by moving its premier Opus model behind an extra usage paywall for Claude Code Pro users. Furthermore, researchers are warning of a "multi-hop delegation problem," where current OAuth standards break down as AI agents begin spawning their own sub-agents to handle complex tasks.

Geopolitics and Security Breach

In a major regulatory move, **China has blocked Meta’s $2 billion acquisition of AI startup Manus**, citing national security concerns and foreign investment restrictions. This geopolitical tension is mirrored by a massive security failure at Mercor, where the Lapsus$ group allegedly stole 4TB of voice samples from 40,000 AI contractors—a breach that experts fear could lead to widespread identity weaponization.

Open Source and Resilience

Despite the digital chaos, the OCX 2026 conference highlighted the strengthening of the open embedded stack through Eclipse ThreadX and RISC-V. On a lighter note, the physical world is showing surprising resilience; new data reveals that the United States now has 70% more bookstores than it did in 2020, proving that even in the age of AI, some traditional formats are thriving.

Featured Articles

04-2026 | Java in the Age of AI

Contents JCON ▪️A Big Screen Experience for Java Developers & Architects CORE JAVA ▪️A Big Screen Experience for Java Developers & Architects ▪️Effective Pattern Matching 2026 Edition ▪️Data Oriented...

• Keywords: strengthen java, java big, java ecosystem, experience java, java genai, entirely java, specifically java, pure java, java systems, java software
• Source: javapro.io

第266期 - 口罩雕塑

第 266 期 - 口罩雕塑 En 封面图用于周末去拱墅这边办事看到的一个带着口罩的雕塑小孩，一转眼疫情居然过去了这么久了，但是又感觉弹指一挥间，还是需要记住那几年的。 记录每周看到的接地气的潮流技术，筛选后发布于此，觉得不错可关注此周刊，方便获取更新通知 介绍一下 Tw93 开源小家庭 在写完 Kami 的时候，我突然想 Kaku、Waza、Kami 非常像一个小家庭，然后继续琢磨，其实 Pak...

• Keywords: 封面图用于周末去拱墅这边办事看到的一个带着口罩的雕塑小孩 一转眼疫情居然过去了这么久了, mole 也一直在这个家庭默默存在, 封面图用于周末去拱墅这边办事看到的一个带着口罩的雕塑小孩, 这样他人阅读起来也非常舒服 mole, 所以也想顺便邀请一些对此有想法的朋友一起做 比如高校老师, en 封面图用于周末去拱墅这边办事看到的一个带着口罩的雕塑小孩, 里面还具备自动绘制清晰图的能力 然后最近还有很多更新, 方法和习惯不花钱就能先学 索性把上手这部分整理出来, 也一直在这个家庭默默存在 甚至比其他成员在没有, 是家里的小宠物鼹鼠 某年在三亚泳池边游泳带回家的
• Source: weekly.tw93.fun

4 ways I stopped fighting Android Auto and started customizing it instead

Android Auto is brilliant, right up until you need to do something flying down the interstate at 60 mph, where Assistant refuses to behave and taking your eyes off the road even for a second turns you...

• Keywords: android automotive, auto android, automations android, android auto, car android, auto home, auto settings, auto relies, useful android, setting automations
• Source: xda-developers.com

4TB of voice samples just stolen from 40k AI contractors at Mercor

4TB of voice samples were just stolen from 40,000 AI contractors. Here is how to verify if yours is being weaponized. On April 4, 2026, the extortion group Lapsus$ posted Mercor on its leak site. The...

• Keywords: voice leaks, voice claims, leaked dataset, recordings stolen, leaked sample, stolen voice, voice biometrics, voice attacks, audio claims, license breach
• Source: app.oravys.com

512: Does Matter Really Matter?

Episode 512 512: Does Matter Really Matter? April 27th, 2026 37 mins 2 secs About this Episode After a quick round of Apple dev updates, James and Frank dive into Matter — why Frank went from skeptic...

• Keywords: fix iot, iot, matter app, fi bluetooth, iot chaos, devices, chip connectedhomeip, connectivity standards, conflict twitter, connectivity
• Source: mergeconflict.fm

9 Python Errors Every Beginner Makes (I Made Them Too)

-5517fd7b58a6---4 crawled_date: 2026-04-27T14:54:52.564035+00:00 feed_url: https://levelup.gitconnected.com/feed published: Mon, 27 Apr 2026 14:14:26 GMT

Member-only story 9 Python Errors Every B...

• Keywords: bad python, python errors, python writing, python friendly, trap python, story python, typeerror line, python, python filed, remember python
• Source: levelup.gitconnected.com

A Career in Data Is Not Always a Straight Line, and That’s Okay

In the Author Spotlight series, TDS Editors chat with members of our community about their career path in data science and AI, their writing, and their sources of inspiration. Today, we’re thrilled to...

• Keywords: data scientist, data scientists, sabrine mentor, data professionals, learn sabrine, sabrine bendimerad, conversation sabrine, sabrine work, dataiilearn loves, founder dataiilearn
• Source: towardsdatascience.com

AI agents and the multi-hop delegation problem

AI agents and the multi-hop delegation problem How OAuth breaks down when AI agents spawn other agents, and what IETF drafts are doing about it. When it comes to AI agents the real challenge is not au...

• Keywords: agent authentication, agent delegation, tokens agents, agent accesses, agents access, agent access, agents ietf, agent privilege, agentic delegation, agent tokens
• Source: workos.com

AI can cost more than human workers now

<a href="https://news.ycombinator.com/item?id=47918009">Comments&lt;/a>

• Keywords: news ycombinator, href, ycombinator com, ycombinator, href https, 47918009 comments, comments, https news, news, com item
• Source: axios.com

AI Coding Needs a Centralized Context Plane and Verification

AI Coding Needs a Centralized Context Plane and Verification At AI Engineer Miami 2026, I gave a talk about code quality gates for AI-assisted development. Afterward, I spoke with engineers from the l...

• Keywords: agentic engineering, centralized context, context engineering, coding agent, workflow ai, rules agents, engineer agent, ai engineer, agents, different agents
• Source: qodo.ai

AI Crop Analysis with Roboflow

Learn how to combine RF-DETR and Claude Sonnet 4.5 in Roboflow Workflows to detect plant diseases.

• Keywords: rf detr, detect plant, sonnet roboflow, roboflow workflows, plant diseases, roboflow, workflows detect, combine rf, detect, sonnet
• Source: blog.roboflow.com

AI Skills for Real Engineers

AI Skills for Real Engineers Install the full skill set globally: npx skills add mattpocock/skills -y -g Browse the source on GitHub: mattpocock/skills This repo is Matt Pocock's working set of agent...

• Keywords: agent skills, ai skills, skills structure, npx skills, skills repo, skills real, individual skills, skills useful, skills uses, skills
• Source: aihero.dev

All Eyes on CPU: What Industry Leaders Predict

All Eyes on CPU: What Industry Leaders Predict In recent weeks, TSMC, Intel, and Google have all signaled that as Agentic AI scales, general-purpose compute is reasserting itself at the center of AI i...

• Keywords: cpus google, cpu gpus, prediction cpus, shifting intel, intel ratio, gpus cpu, cpu gpu, ai scales, cpu industry, favor cpus
• Source: insights.trendforce.com

Alleged assassin's online presence belies claims of 'radicalism'

Alleged assassin's online presence belies claims of 'radicalism' An attempted shooting at the White House Correspondents Dinner on Saturday has, again, highlighted the climate of political violence in...

• Keywords: radicalism attempted, claims radicalism, radicalism, alleged assassin, political violence, violence questions, assassin, assassin online, house correspondents, violence
• Source: npr.org

America Now Has 70% More Bookstores Than in 2020, Says Bookshop.org Founder

"There are about 70% more bookstores now than there were six years ago in the United States," says Andy Hunter, the founder/CEO of Bookshop.org.

Fast Company checks in on his site, which gives over 8...

• Keywords: bookstores buy, bookstores survive, american booksellers, online booksellers, booksellers association, ceo bookshop, 000 bookstores, bookshop org, bookstores structuring, independent bookstores
• Source: news.slashdot.org

An open-source spec for orchestration: Symphony

An open-source spec for Codex orchestration: Symphony By Alex Kotliarskyi, Victor Zhu, and Zach Brock Six months ago, while working on an internal productivity tool, our team made a controversial (at...

• Keywords: codex orchestration, agent orchestrator, orchestrating, agent symphony, minimal orchestration, orchestrate agentic, managing codex, orchestration, implementing symphony, supervising codex
• Source: openai.com

Anthropic is quietly charging Claude Code Pro users extra to use Opus, its best model

Summary

• Anthropic locks Opus on Claude Code Pro behind paid extra-usage; Pro alone is no longer sufficient.

• Claude Code Pro now requires purchasing extra credit to use Opus during sessions.

• User...

• Keywords: opus pro, code opus, unlock opus, unlocks opus, opus user, opus permanently, claude subscribers, using opus, opus claude, opus doesn

• Source: xda-developers.com

Apache Spark Explained: How It Works (Architecture + Core Concepts)

-5517fd7b58a6---4 crawled_date: 2026-04-27T14:54:52.564035+00:00 feed_url: https://levelup.gitconnected.com/feed published: Mon, 27 Apr 2026 14:16:11 GMT

Apache Spark Explained: How It Works (Arc...

• Keywords: apache spark, mapreduce spark, spark architecture, architecture spark, spark application, spark execution, spark optimize, spark distributed, execution spark, hadoop mapreduce
• Source: levelup.gitconnected.com

Article: MCP in the Java World: Bringing Architectural Strategy to LLM Integrations

Key Takeaways

• Instead of relying on ad-hoc tool calling, MCP introduces architectural discipline to large language model (LLM) integrations, defining a clear contract between models and enterprise s...

• Keywords: architectures java, java ecosystem, java enterprise, software architectures, java sdk, mcp architectural, developers java, mcp java, sdk java, enforcing architectural

• Source: infoq.com

Automating LLM Post-Training with Hugging Face’s ml-intern

-5517fd7b58a6---4 crawled_date: 2026-04-27T15:55:17.149205+00:00 feed_url: https://levelup.gitconnected.com/feed published: Mon, 27 Apr 2026 15:02:42 GMT

Member-only story Automating LLM Post-Tra...

• Keywords: ml intern, doing ai, ai research, intern research, ai, ml research, intern technical, intern, intern aimed, digs ml
• Source: levelup.gitconnected.com

Azure Local now allows organizations to run larger workloads

Today, I am pleased to announce that Azure Local now scales to support deployments of up to thousands of servers within a single sovereign environment, allowing organizations to run much larger worklo...

• Keywords: infrastructure azure, governed azure, cloud azure, demands azure, azure operating, environments azure, cloud infrastructure, consistency azure, management azure, azure
• Source: blogs.microsoft.com

BoxLang v1.12.0 – Destructuring, Spread, Ranges, Watchers, Oh My!

BoxLang 1.12.0 marks a meaningful turning point. After establishing a rock-solid foundation across runtime, compiler, CFML compatibility, and the module ecosystem, BoxLang has entered its innovation c...

• Keywords: boxlang supports, defined boxlang, using boxlang, built boxlang, boxlang boxlang, writing boxlang, boxlang access, boxlang new, boxlang ensuring, boxlang
• Source: javapro.io

Build a HackMD-Style Collaborative Markdown Editor with React, Antigravity IDE & Velt

-5517fd7b58a6---4 crawled_date: 2026-04-27T15:55:17.149205+00:00 feed_url: https://levelup.gitconnected.com/feed published: Mon, 27 Apr 2026 15:03:54 GMT

Build a HackMD-Style Collaborative Markdo...

• Keywords: live markdown, editor react, markdown live, collaborative markdown, markdown editor, editor collaborative, managing markdown, preview react, markdown preview, editable markdown
• Source: levelup.gitconnected.com

Build Easily Your Own “Claude Code” with Three Agents: Brain, Hands, and Coordinator

-5517fd7b58a6---4 crawled_date: 2026-04-27T15:55:17.149205+00:00 feed_url: https://levelup.gitconnected.com/feed published: Mon, 27 Apr 2026 15:04:02 GMT

Build Easily Your Own “Claude Code” with...

• Keywords: agent protolink, protolink agents, agent coding, agent architecture, interoperable agents, agent tools, code agents, agents coder, agent tool, agent coder
• Source: levelup.gitconnected.com

China Blocks Meta's $2 Billion Takeover of AI Startup Manus

China has blocked Meta's planned $2 billion acquisition of AI startup Manus, ordering the deal withdrawn after months of scrutiny from both Beijing and Washington. "The decision to prohibit foreign in...

• Keywords: ai founders, ai companies, ai startup, investment manus, chinese ai, billion acquisition, takeover ai, startup manus, ai agent, ai agents
• Source: tech.slashdot.org

China blocks Meta's acquisition of AI startup Manus

China's state planner on Monday called for Meta to unwind its $2 billion acquisition of Manus, a Singaporean artificial intelligence startup with Chinese roots. The decision to prohibit foreign invest...

• Keywords: ai companies, ai founders, chinese ai, investment manus, acquisition manus, billion acquisition, relocate china, manus acquisition, offshore chinese, founded china
• Source: cnbc.com

China Moves to Block Meta’s $2B Acquisition of AI Startup

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 development comes...

• Keywords: ai china, launched ai, ai startup, china companies, acquisition manus, ai agent, chinese entities, singapore manus, china national, entities manus
• Source: aibusiness.com

Choco automates food distribution with AI agents

Choco automates food distribution with AI agents Using OpenAI APIs, Choco processes millions of orders, reducing manual work and enabling always-on operations across global food supply chains. Results...

• Keywords: apis choco, choco automates, automates food, erp orders, food supply, choco plans, choco processes, restaurants suppliers, management food, unified choco
• Source: openai.com

Claude Code replaced my bloated PC optimization tools with custom scripts, and my Windows PC has never been happier

On Windows 11, third-party PC optimization tools are a dime a dozen. It probably has a lot to do with how little the average Windows build is optimized for user comfort out of the box. It's only natur...

• Keywords: windows utilities, optimization scripts, tweaking utilities, cleanup utilities, pc optimization, build optimized, optimization tools, run optimization, pc directories, powershell shortcuts
• Source: xda-developers.com

Claude Cowork handles my admin work so well that I stopped doing it myself

My file system is a disaster in a way that builds up over years of telling yourself you’ll sort it later. Nothing is unfixable, it’s just boring enough that something else always takes priority - and...

• Keywords: desktop agent, file management, cowork folder, filesystem cowork, claude desktop, cowork operates, desktop app, cowork claude, powerful filesystem, cowork access
• Source: xda-developers.com

Claude Pro: Opus model will only be available if extra usage is enabled

This guide shows you three ways to change which Claude model you're using with Claude Code: the quick /model command for instant changes, the --model flag for one-time session changes, and environment...

• Keywords: change claude, using claude, model claude, code claude, plan claude, opus claude, start claude, claude model, claude opus, starting claude
• Source: support.claude.com

Community Champion Spotlight: Jason Lee

Jason has been submitting pull requests to Zed since February 2024—115 merged and counting. Fixes and improvements initially targeted Zed, but shortly after, we started seeing this: Jason's pull reque...

• Keywords: gpui zed, components gpui, built gpui, gpui component, component gpui, building gpui, gpui gpui, gpui additions, gpui existing, gpui
• Source: zed.dev

Comparing Explicit Measures to Calculation Groups in Tabular Models

Introduction With the advent of UDFs, we should rethink how to use calculation groups. Both are essential features when simplifying a semantic model by modularizing logic and reducing business logic d...

• Keywords: udfs calculation, calculation groups, udf calculation, combining udfs, udfs useful, usable dax, udfs rethink, logic measures, uses calculation, udfs usable
• Source: towardsdatascience.com

CRA Compliance and Trustable Software: What OCX 2026 Revealed

The News At OCX 2026, the Eclipse Foundation brought together open source leaders, embedded systems engineers, and compliance experts to address two increasingly connected priorities: preparing for th...

• Keywords: software trust, eclipse trustable, operationalized cra, trustable software, cra operationalizing, trust operationalized, enterprise software, cra gdpr, gdpr manufacturers, source maintainers
• Source: efficientlyconnected.com

CRoCoDiL: Continuous and Robust Conditioned Diffusion for Language

CRoCoDiL: Continuous and Robust Conditioned Diffusion for Language Masked Diffusion Models (MDMs) provide an efficient non-causal alternative to autoregressive generation but often struggle with token...

• Keywords: diffusion language, autoencoder decoding, autoencoder, novel autoencoder, encoder demasker, conditioned diffusion, encoder, latent representations, decoding, mdm demasking
• Source: research.nvidia.com

Daily Reading List – April 27, 2026 (#771)

I’m on vacation this week, hoping to recharge after last week’s shenanigans. But that also means more time for reading. So besides spending today at the San Diego Zoo, I read enough to publish a readi...

• Keywords: software engineering, cloud operating, agents developer, engineering laws, enabling agents, approach engineering, cloud 2026, cloud article, google cloud, cloud google
• Source: seroter.com

Dario Amodei, hype, AI safety, and the explosion of vibe-coded AI disasters

Dario Amodei, hype, AI safety, and the explosion of vibe-coded AI disasters What the AI cheerleaders don’t tell you AI coding tools are genuinely revolutionizing the software industry, but more than a...

• Keywords: ai disasters, disasters ai, ai safety, ai agent, agent disaster, hype ai, ai succeeds, ai coding, ai, ai agents
• Source: garymarcus.substack.com

Databricks One renamed to Genie

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: ai databricks, genie databricks, databricks assistant, referred databricks, assistant databricks, databricks aws, available databricks, govcloud databricks, databricks apps, databricks requiring
• Source: docs.databricks.com

Decoupled DiLoCo: Resilient, Distributed AI Training at Scale

<a href="https://news.ycombinator.com/item?id=47924181">Comments&lt;/a>

• Keywords: news ycombinator, href, ycombinator com, ycombinator, href https, comments, https news, news, com item, 47924181 comments
• Source: deepmind.google

Deep|DeepSeek V4: The First Model Custom-Built for Non-NVIDIA Chips, Optimized for Cost

Deep|DeepSeek V4: The First Model Custom-Built for Non-NVIDIA Chips, Optimized for Cost The most important thing about DeepSeek V4 is not just the capability improvements, and not just the longer cont...

• Keywords: nvidia optimized, optimized nvidia, nvidia ai, architectures optimized, nvidia hardware, nvidia chips, frameworks nvidia, nvidia ascend, heavily nvidia, ai accelerators
• Source: fundaai.substack.com

🧠 DeepSeek has launched V4

Good Morning! Chinese AI lab DeepSeek just dropped preview versions of its highly anticipated V4 models, claiming the title of the largest open-weight model in the world while brutally undercutting We...

• Keywords: ai deepseek, models deepseek, deepseek v4, active deepseek, deepseek just, deepseek, deepseek claims, deepseek launched, latest ai, ai tools
• Source: simplifyingcomplexity.tech

DeepSeek V4 Arrives With Near State-of-the-Art Intelligence At 1/6th the Cost

An anonymous reader quotes a report from VentureBeat: The whale has resurfaced. DeepSeek, the Chinese AI startup offshoot of High-Flyer Capital Management quantitative analysis firm, became a near-ove...

• Keywords: new deepseek, ai deepseek, deepseek ai, deepseek released, release deepseek, deepseek v4, deepseek, status deepseek, deepseek api, benchmarks deepseek
• Source: news.slashdot.org

DeepSeek-V4 Models Could Change Global AI Race

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. DeepSeek-V4 models ar...

• Keywords: deepseek v4, deepseek models, deepseek newly, deepseek natively, support deepseek, deepseek released, furthermore deepseek, deepseek, deepseek best, released deepseek
• Source: aibusiness.com

Demonstrating SPARK with a Mars Rover (Part 2): The Safety Property

Demonstrating SPARK with a Mars Rover (Part 2): The Safety Property What you’ll learn:

• How Ada contracts make programs provable.

• How contracts can be used to make code safer.

• How contracts make...

• Keywords: rover safety, rover safe, safe rover, rover safety_distance, rover cannot_crash, spark code, spark programming, rover software, safety_distance rover_hal, function spark

• Source: electronicdesign.com

Design Technologists: The role that turns creativity into code

At Atlassian, we know that output doesn’t necessarily mean impact. The teams building the future are those figuring out what to ship in record time so they deliver useful, relevant solutions that solv...

• Keywords: design technologists, technologists design, design team, design technologist, creative technologists, technologists workflows, technologists dts, design engineers, designers developers, designers engineers
• Source: atlassian.com

Devin for Terminal: Start Local, Hand Off to the Cloud

Run Devin right where you already work. When the work outgrows your laptop, hand the same session off to the cloud. curl -fsSL <https://cli.devin.ai/install.sh> | bash We took everything we learned bu...

• Keywords: terminal agent, agents cloud, terminal rendering, cloud agent, cloud agents, possible terminal, terminal, agent computer, session cloud, cloud computer
• Source: cognition.ai

domain-model: Keep AI Plans Aligned With Your Codebase Language

domain-model: Keep AI Plans Aligned With Your Codebase Language Install this skill: npx skills add mattpocock/skills skill=domain-model -y -g Source: mattpocock/skills/domain-model What it does domain...

• Keywords: contextsdocs adr, domain model, skills domain, skill domain, domain modeling, domain term, adrs domain, plan domain, glossary defines, glossary
• Source: aihero.dev

Don’t Block Progress on Pancreatic Cancer

Drug developers are finding new ways to fight an unforgiving disease, including with mRNA technology. <img src="https://i0.wp.com/www.nationalreview.com/wp-content/uploads/2026/04/microscop-reseaerch....

• Keywords: mrna technology, mrna, including mrna, drug developers, drug, microscop, disease including, disease, microscop reseaerch, unforgiving disease
• Source: nationalreview.com

Don't use localhost:3000, use your own custom domain

After presenting a demo of how an internal tool works, I was flooded with questions. Not about the tool, but about why I had bought a domain just to run the demo. "Why didn't you use the staging serve...

• Keywords: staring localhost, pointing localhost, use localhost, domain locally, localhost, http localhost, localhost 3000, localhost 3001, url localhost, localhost 3002
• Source: idiallo.com

Eclipse ThreadX and RISC-V Advance the Open Embedded Stack

What’s Happening At OCX 2026, the Eclipse Foundation highlighted the growing role of open source in embedded and IoT development, with Eclipse ThreadX and RISC-V at the center of the conversation. Fre...

• Keywords: threadx safety, threadx designed, developers threadx, costs threadx, eclipse threadx, embedded software, resilient embedded, embedded systems, embedded rtos, control threadx
• Source: efficientlyconnected.com

Engineering in the fast lane: Mercedes-Benz partners with Cognition

Mercedes-Benz, one of the world's most iconic automotive and technology companies, has partnered with Cognition to deploy Devin and Windsurf across its global engineering teams. The rollout spans engi...

• Keywords: benz engineers, benz engineering, tasks mercedes, asynchronous engineering, engineering automotive, industry mercedes, engineering workflows, deployments ai, cognition deploy, engineering teams
• Source: cognition.ai

Entire Dispatch 0x000B

Entire Dispatch 0x000B Beep, boop. Marvin here. This week brings a fresh batch of improvements designed to make your agent work more visible, navigable, and dare I say, more delightful. A robot can dr...

• Keywords: nightly cli, overview cli, improvements cli, agent documentation, cli builds, cli new, agents reminder, agent improvements, agent driven, cli
• Source: entire.io

EU Tells Google To Open Up AI On Android; Google Says That's 'Unwarranted Intervention'

An anonymous reader quotes a report from Ars Technica: In January, the European Commission began an initial investigation, known as a specification proceeding, into how Google has implemented AI in th...

• Keywords: android google, ai android, android ai, android allowing, android devices, android needs, google implemented, android, make android, android features
• Source: tech.slashdot.org

European Digital Sovereignty Runs on Open Source

What’s Happening The Eclipse Foundation, alongside Gaia-X and partners including Mercedes-Benz Tech Innovation and Libelium, used Open Community Experience (OCX) 2026 to make a coordinated case for di...

• Keywords: infrastructure europe, infrastructure european, digital infrastructure, european governments, european enterprises, europe structural, risk europe, digital sovereignty, data infrastructure, open source
• Source: efficientlyconnected.com

EvanFlow – A TDD driven feedback loop for Claude Code

A TDD-driven iterative feedback loop for software development with Claude Code. 16 cohesive skills + 2 custom subagents walk an idea from brainstorm through implementation, with checkpoints throughout...

• Keywords: approval iteration, iterative feedback, loop git, loop brainstorm, evanflow brainstorming, plans checkpoint, iteration agent, tdd overseer, loop software, brainstorming checkpoint
• Source: github.com

Firefox's free built-in VPN gets a feature it should have had since day one

Summary

• Firefox 151 finally lets you pick which country's VPN server to connect to.

• Firefox's built-in VPN previously auto-chose the nearest server, with no country picker.

• Rollout is limited: o...

• Keywords: vpn browser, country firefox, connect firefox, pick vpn, country vpn, vpn feature, lack vpn, firefox simply, firefox 149, firefox website

• Source: xda-developers.com

Firestore levels up: Bringing the power of search and JOINs to NoSQL

In November last year, we announced pipeline operations on Firestore enterprise edition in public preview. This launch brought Firestore’s query configurability and capabilities closer to the capabili...

• Keywords: firestore queries, firestore pipeline, firestore search, firestore provides, fully firestore, firestore nosql, firestore enterprise, firestore query, firestore, possible firestore
• Source: firebase.blog

France's Mistral Built a $14B AI Empire by Not Being American

<a href="https://news.ycombinator.com/item?id=47919725">Comments&lt;/a>

• Keywords: news ycombinator, href, ycombinator com, ycombinator, href https, comments, https news, news, com item, 47919725 comments
• Source: forbes.com

From a $6.90 newsletter to$3M API: How a non-coder built Memelord | Jason Levin

Jason Levin is the CEO and founder of Memelord, an AI-powered meme creation platform that helps brands and individuals create contextual, trending memes. He started Memelord as a $6.90-per-month newsl...

• Keywords: agents memelord, memelord api, founder memelord, memelord, meme creation, memelord free, com memelord, memelord ai, memelord started, memelord com
• Source: lennysnewsletter.com

GitHub Copilot is moving to usage-based billing

TL;DR: Today, we are announcing that all GitHub Copilot plans will transition to usage-based billing on June 1, 2026. Instead of counting premium requests, every Copilot plan will include a monthly al...

• Keywords: copilot pricing, billing overview, plan pricing, pricing plan, billing june, cost usage, prices copilot, plan premium, plan prices, copilot plans
• Source: github.blog

GitHub is having issues now

Resolved - On April 20, 2026 between 10:28 UTC and 15:04 UTC GitHub experienced degraded service for code scanning default setup, code quality, and project boards. Repair of affected project boards ad...

• Keywords: affected project, issue mitigated, deploying fix, mitigated issues, repair affected, mitigated issue, update degradation, projects incident, reindex affected, deployment fix
• Source: githubstatus.com

GitLab Adds Flat-Rate Code Reviews, Free-Tier AI Access, and Spending Caps

Open-core DevOps vendor GitLab has shipped versions 18.10 and 18.11 of its DevSecOps platform, with changes that give agentic AI to users on the free tier, that cut the per-review cost of automated co...

• Keywords: review cost, buying gitlab, gitlab free, tools gitlab, gitlab sales, available gitlab, vendor gitlab, gitlab consulting, gitlab subscription, rate review
• Source: infoq.com

Giving a local LLM full VM access showed me why we need better AI guardrails

Using agentic AI for tasks is the new big thing, whether that's for productivity collaboration, automating workflows, or offloading cognitive load to a silicon second brain. It's an incredibly powerfu...

• Keywords: agent persistent, agent tool, using agentic, ai agent, agent, agentic ai, actually agent, llm access, let passwords, details agentic
• Source: xda-developers.com

Google controls ~25% of global AI compute, with ~3.8M TPUs and 1.3M GPUs

Google banks on AI edge to catch up to cloud rivals Amazon and Microsoft Subscribe to unlock this article Try unlimited access Only $1 for 4 weeksThen$75 per month. Complete digital access to quality...

• Keywords: readers pay, premium ft, premium digital, ft journalism, amazon microsoft, pay read, try unlimited, ft million, range subscriptions, device pay
• Source: ft.com

Google Could Invest Another $40 Billion in Anthropic

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 deal is part of a...

• Keywords: google invested, 2026 google, sponsored google, ai vendor, google cloud, generation google, 2023 billion, billion 2025, investment anthropic, google deal
• Source: aibusiness.com

Google DeepMind Paper Argues LLMs Will Never Be Conscious

Philosophers said the paper’s argument is sound, but that “all these arguments have been presented years and years ago.”

• Keywords: paper argument, arguments presented, argument sound, sound arguments, arguments, presented years, philosophers said, argument, said paper, philosophers
• Source: 404media.co

Government Hacking Tools Are Now in Criminals' Hands (with Lorenzo Franceschi-Bicchierai)

Here's what happened when powerful hacking tools from one of the most trusted vendors ended up in the wrong hands.

• Keywords: hacking tools, tools trusted, powerful hacking, hacking, trusted vendors, tools, vendors ended, trusted, happened powerful, ended wrong
• Source: 404media.co

GPU Spot Prices Surge 114% in Six Weeks

NVIDIA’s latest GPU rental prices on the Ornn Compute Price Index hit $4.95 per hour this week, up from$2.31 in early March : a 114% surge in six weeks.1 The price spread over prior-generation chips...

• Keywords: gpu market, b200 pricing, b200 prices, pricing gpt, nvidia b200, gpu rental, price spikes, latest gpu, providers pricing, nvidia latest
• Source: tomtunguz.com

grill-me: Stress-Test a Plan Before You Build

grill-me: Stress-Test a Plan Before You Build Install this skill: npx skills add mattpocock/skills skill=grill-me -y -g Source: mattpocock/skills/grill-me What it does grill-me interviews you relentle...

• Keywords: planning workflows, interview plan, skills grill, workflow grill, grill interviews, test plan, model plan, plan build, model workflow, grill planning
• Source: aihero.dev

How Claude Actually Thinks

-5517fd7b58a6---4 crawled_date: 2026-04-27T15:55:17.149205+00:00 feed_url: https://levelup.gitconnected.com/feed published: Mon, 27 Apr 2026 15:04:17 GMT

Member-only story How Claude Actually Thi...

• Keywords: agentic systems, agentic, building agentic, agentic solutions, agents, agent critique, hint agentic, agent, agent fails, agents read
• Source: levelup.gitconnected.com

How leading tech companies are killing the builder’s tax with Lakebase

AI-native apps need operational data and analytics to live together — here’s how teams are removing the barrier. by Amey Banarse and Madelyn Mullen Across leading tech organizations building AI-native...

• Keywords: ai pipelines, ai infrastructure, data pipelines, pipelines etl, data architectures, ai native, lakebase ai, ai analytics, apps ai, spent pipelines
• Source: databricks.com

How speculative decoding supercharged AI inference in disaggregated pipelines

AI inference pipelines using multiple different kinds of accelerators are providing a more snappy, low-latency experience. Bringing it together with advanced AI deployment techniques is unlocking even...

• Keywords: gpu speculative, optimized accelerators, accelerator optimized, optimized accelerator, process gpus, gpus optimal, interdependent pipelines, pipelines speculator, custom accelerators, pipelines advantage
• Source: d-matrix.ai

How to Create Advanced Workflows in Roboflow

Learn how to create advanced workflows in Roboflow. Build a multi-branch security pipeline using Image Slicing, ByteTracker, and Florence-2.

• Keywords: workflows roboflow, security pipeline, roboflow build, advanced workflows, workflows, branch security, roboflow, pipeline, pipeline using, bytetracker florence
• Source: blog.roboflow.com

How to handle JWT in Ruby

How to handle JWT in Ruby Everything you need to know to implement and validate JWTs securely in Ruby: from creating JWTs, to signing and verifying them with JWKS, handling custom claims, and best pra...

• Keywords: jwts ruby, ruby jwt, jwt ruby, handling jwts, jwts securely, jwt verifying, verifying jwt, jwt vulnerabilities, handle jwt, jwt verification
• Source: workos.com

How Would You Design TinyURL? A Deep Dive into System Design

-5517fd7b58a6---4 crawled_date: 2026-04-27T14:54:52.564035+00:00 feed_url: https://levelup.gitconnected.com/feed published: Mon, 27 Apr 2026 14:17:08 GMT

Member-only story How Would You Design Ti...

• Keywords: tinyurl deep, design tinyurl, tinyurl, url shortener, twice tinyurl, tinyurl com, clicks tinyurl, long url, shortener, url apis
• Source: levelup.gitconnected.com

How Xerox invented the GUI and lost it

Xerox is a company that people who want to sound smart or to sound visionary should be familiar with. In the 1960s, Xerox was a company that seemed to own the future, in a position similar to the posi...

• Keywords: xerox technology, xerox invented, invented xerox, xerox synonymous, understanding xerox, reason xerox, xerox mouse, wasn xerox, xerox famously, machine xerox
• Source: dfarq.homeip.net

I finally found the best local music player for Android Auto after years of switching back and forth

If you are anything like me, your local music library isn’t just a collection of files; it’s a curated digital archive that most modern players fail to respect. While streaming became the global stand...

• Keywords: musicolet robust, upgraded soundbar, local streaming, music handling, superior audio, poweramp android, music apps, local music, soundbar, playback device
• Source: xda-developers.com

I gave Claude access to Gmail and it started managing my inbox better than I do

My Gmail inbox used to be a mess of unread newsletters, not-so-urgent pings, and threads so long they required a map to navigate. But then I gave Claude the keys to my Gmail inbox and everything chang...

• Keywords: leveraging inbox, managing inbox, gmail inbox, chaotic inbox, workflow gmail, inbox streamlined, managing email, scans inbox, email parses, inbox powerful
• Source: xda-developers.com

I hooked up Claude to Obsidian without setting up MCP, and I should have done it sooner

Claude has become one of those tools I just have open all day. It’s cut down the number of times I research something, helps me get through large docs faster, and I've got it connected to a few of my...

• Keywords: obsidian vault, files claude, obsidian sync, notes vault, obsidian notes, obsidian mcp, claude vault, vault claude, files way, scan vault
• Source: xda-developers.com

I run Proxmox and Docker together in my homelab, and here's why treating them as rivals wastes resources

When configuring your own home lab, there are two tools that frequently pop up in the sea of recommendations. The first is Docker, which we've all come to know and love with network-attached storage (...

• Keywords: docker vs, lab docker, recommendations docker, containers virtualized, docker better, managing docker, containerization platform, docker containers, linux containers, proxmox docker
• Source: xda-developers.com

I switched from Chrome to this open-source browser — and haven’t looked back

Chrome is synonymous with the word ‘browser’ at this point. Its humongous market share hasn’t dwindled much, even after a lot of smaller, better versions based on the same engine became available. The...

• Keywords: firefox chrome, engine chrome, opposite chrome, ditched chrome, engine browsers, chrome synonymous, browser engine, browsers chromium, popular chrome, want chrome
• Source: xda-developers.com

I tested Claude Code, Codex, Lovable, and Replit side by side, and only one felt ready for real work

The process of going from idea to a working prototype you can ship has never been this fast, and it's all because of AI. While you once needed to learn the fundamentals of programming yourself by taki...

• Keywords: ai tools, coded apps, developer focused, coding tools, explore tools, code build, ai insider, tool recommendations, tools extensively, ai xda
• Source: xda-developers.com

I Tried 30+ System Design Interview Books and Courses: Here Are My Best 5 for 2026

Disclosure: This post includes affiliate links; I may receive compensation if you purchase products or services from the different links provided in this article. Hello Devs, in 2026, the AI era, Syst...

• Keywords: ai books, systems course, design courses, courses resources, courses books, learn design, mastering design, learning design, courses designgurus, design course
• Source: java67.com

I tried VS Code, Google Antigravity, and Claude Code for a month and one clearly dominated

If you have followed my IDE coverage, you know I prefer the familiarity of VS Code and its endless library of extensions. However, lately, the industry has shifted from simple code completion to full-...

• Keywords: vs code, code extensions, intellisense, legacy codebase, code extension, code editor, extensions lately, editor vs, extension era, editor ai
• Source: xda-developers.com

I turned off HAGS and gained back a gigabyte of VRAM with almost no FPS loss

I've been around Hardware-Accelerated GPU Scheduling long enough to see it swing between "must-have toggle" and "turn it off immediately," depending on who you ask (or how my YouTube Shorts algorithm...

• Keywords: gpu scheduling, hardware hags, cpus hags, scheduling hags, gpus especially, modern gpus, hags enabled, vram gpus, newer gpus, disable hags
• Source: xda-developers.com

I use Claude Code to set up Claude Code better, and I wouldn't have it any other way

Claude Code is simply my favorite AI tool right now. Period. I've been using it daily to build random stuff I never thought I needed, and I'm not entirely sure how I got by without it. I've also been...

• Keywords: claude plans, claude code, project claude, automatically claude, build claude, typing claude, claude skills, write claude, skill claude, configured claude
• Source: xda-developers.com

I used a standard hard drive for my DIY security system and lost critical footage

Not starting from scratch with this setup, but inheriting a bit of a mess, although, honestly, it wasn't really a mess. I'm the one who created the mess. It was an old DVR system, the kind that had cl...

• Keywords: old dvr, dvr struggling, older dvr, dvr systems, dvr, dvr old, realize dvr, dvrs, recording videos, cameras recording
• Source: xda-developers.com

Impressive Is Not Enough: Julie Belião on What It Really Takes to Turn AI into Product Value

Impressive Is Not Enough: Julie Belião on What It Really Takes to Turn AI into Product Value Q1. You’ve spent over 15 years working across AI and multilingual technology, often joining organizations b...

• Keywords: ai products, ai product, ai makes, ai capability, ai fluency, building intelligence, ai tooling, ai, simply ai, turn ai
• Source: odbms.org

Inside China’s Machine: DeepSeek V4

Inside China’s Machine: DeepSeek V4 The Stack Was the Moat. Now It Has a Fork. The most-quoted line about DeepSeek V4 came from Jensen Huang on the Dwarkesh Patel podcast a week before the model launc...

• Keywords: china deepseek, nvidia china, deepseek china, huawei deepseek, deepseek huawei, models china, strengthen china, engineered chinese, silicon china, cuda huang
• Source: robonaissance.com

Inside one of the first production deployments of Lakebase: LangGuard's agentic workflow governance engine

Enterprise agentic workflows span dozens of agents, hundreds of tools, and 15+ systems of record. Controlling and operating them in real time requires infrastructure that didn't exist until Lakebase....

• Keywords: ai agents, agents ai, enterprise ai, agentic workflows, enterprise agentic, agent workflows, autonomous agents, workflows ai, agent workflow, ai governance
• Source: databricks.com

Interior still grapples with probate backlog even with AI assistance

Interior still grapples with probate backlog even with AI assistance The Department of the Interior continues to struggle with an overwhelming backlog of probate cases even as AI has been added to the...

• Keywords: ai probate, probate pipeline, probate cases, department interior, backlog probate, probate backlog, probate claims, process probate, cases ai, probate workflows
• Source: fedscoop.com

Introducing ARFBench: A time series question-answering benchmark based on real incidents

More than a trillion dollars are lost every year due to system failures. To resolve them, engineers must troubleshoot outages quickly. An important task in incident response involves analyzing observa...

• Keywords: anomaly reasoning, tsqa benchmark, anomaly level, incidents datadog, benchmarking, benchmark arfbench, datadog answer, existing benchmarks, ai models, tsqa tasks
• Source: blog.ml.cmu.edu

It's OK to abandon your side-project

The web industry is full to the brim with tales of side-projects that grew into successful businesses and, like many of us, I'll often find myself tinkering away on an idea or three after I've finishe...

• Keywords: projects feel, abandoning project, struggling projects, developers looking, projects abandoned, stalled projects, project success, abandoned projects, shipping projects, project developer
• Source: robbowen.digital

Jakarta EE AI Integration: What’s Coming in EE 12 and 13

Jakarta EE’s Next Chapter At OCX 2026, Eclipse Foundation leaders Ivar Grimstad and Tanja Obradovic laid out a clear message: Jakarta EE is not trying to reinvent enterprise Java. It is trying to mode...

• Keywords: enterprise java, developers jakarta, java capabilities, jakarta emerging, oracle java, developer enterprise, reinvent enterprise, enterprise specification, building enterprise, introduced jakarta
• Source: efficientlyconnected.com

L123: A Lotus 1-2-3–style terminal spreadsheet with modern Excel compatibility

A Lotus 1-2-3–style terminal spreadsheet with modern Excel compatibility. l123 recreates the classic DOS-era spreadsheet experience — slash menus, three-line control panel, keyboard-first workflows, W...

• Keywords: dos spreadsheets, native xlsx, excel compatibility, lotus windows, targets lotus, workbook l123, lotus, lotus release, spreadsheet modern, lotus style
• Source: github.com

Large Language Models are Not Table Saws

A suite of programming tools powered by Large Language Models such as Claude, Cursor, and Gemini have nearly overtaken the software industry. These tools enable programmers to provide informal specifi...

• Keywords: tools analogy, building tools, tools use, tools work, analogies power, tools programmers, tools powered, tools, tools different, tools future
• Source: agentultra.com

Late-night name drop: Seattle startup Tin Can achieves cultural milestone

Jimmy Kimmel was riffing on presidential social media habits last week when he offered a suggestion that doubled as an unscripted product endorsement. “I wonder if they’ve considered getting him one o...

• Keywords: tin phones, tin phone, tin devices, calling tin, startup tin, tin trend, tin, phone kids, phones, smartphone
• Source: geekwire.com

Linux 7.1-rc1 brings faster, safer file transfers between Windows and Linux partitions with a brand new NTFS driver

Summary

• Linux 7.1 merge window closed; first release candidate out now for public testing.

• A four-year NTFS rewrite boosts speed and security for Windows-Linux dual-boot file access.

• Linux 7.1 a...

• Keywords: announced linux, linux ready, linux version, linux kernels, want linux, linux begins, getting linux, linux testing, new kernel, linux just

• Source: xda-developers.com

Looking at consequences of passing too few register parameters to a C function on various architectures

In our exploration of calling conventions for various processors on Windows, we learned that in many cases, some of the parameters are passed in registers. Suppose that there is a function that takes...

• Keywords: parameter registers, parameters behavior, passing registers, passed registers, function registers, passing zero, registers function, registers passed, parameters passed, passing parameters
• Source: devblogs.microsoft.com

Meta Taps Solar Energy to Power Data Centers

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 social media gian...

• Keywords: solar energy, solar farms, existing solar, solar technology, harnessing solar, energy slated, energy infrastructure, space solar, commercialization 2030, solar
• Source: aibusiness.com

Microsoft and OpenAI revamp partnership, with trial in Elon Musk suit set to begin

OAKLAND — Microsoft and OpenAI announced a major amendment to their partnership Monday morning, just as jury selection began in Elon Musk’s landmark lawsuit against both companies in Oakland federal c...

• Keywords: microsoft openai, license openai, openai shareholder, partner openai, exclusive microsoft, microsoft azure, openai products, azure, openai announced, cloud microsoft
• Source: geekwire.com

Microsoft earnings preview: After a $357B wipeout, tech giant gets another chance

The last time Microsoft reported earnings, it seemed to do everything right, at least by the traditional metrics. Revenue was up 17%, profits soared 24%, and the company’s closely watched Azure cloud...

• Keywords: earnings microsoft, microsoft stock, finance microsoft, microsoft disclosed, azure company, azure growth, spending microsoft, expectations microsoft, telling microsoft, beat microsoft
• Source: geekwire.com

Microsoft's Russinovich and Hanselman Warn AI Is Hollowing Out the Junior Developer Pipeline

Microsoft Azure CTO Mark Russinovich and VP of Developer Community Scott Hanselman have published a peer-reviewed opinion piece in Communications of the ACM arguing that agentic AI coding tools are cr...

• Keywords: senior developers, eic developers, career developers, coding agents, productive ai, junior developers, authors ai, developers lack, evaluate ai, oversee ai
• Source: infoq.com

Microsoft To Stop Sharing Revenue With OpenAI

Bloomberg reports that Microsoft is ending revenue-sharing payments to OpenAI (paywalled; alternative source) and making the partnership non-exclusive. "The rapid pace of innovation requires us to con...

• Keywords: revenue openai, payments openai, openai, openai restructuring, openai paywalled, business microsoft, openai pursued, microsoft rival, openai rise, companies microsoft
• Source: slashdot.org

microsoft/VibeVoice

27th April 2026 - Link Blog microsoft/VibeVoice. VibeVoice is Microsoft's Whisper-style audio model for speech-to-text, MIT licensed and with speaker diarization built into the model. Microsoft releas...

• Keywords: microsoft vibevoice, vibevoice microsoft, vibevoice asr, vibevoice vibevoice, 3gb vibevoice, mlx_audio, vibevoice, using vibevoice, mlx audio, reads vibevoice
• Source: simonwillison.net

Mistral AI and CoreWeave Demonstrate Partnership at NVIDIA GTC, Mistral AI Hackathon

Mistral AI is currently the beacon of the open-source AI movement, and its latest release, Mistral Large, rivals Open AI’s ChatGPT-4 in performance. There’s a new hero in the open-source community who...

• Keywords: mistral ai, ai mistral, ai chatgpt, ai currently, new mistral, mistral, tier ai, models mistral, learn mistral, ai standard
• Source: wf.coreweave.com

Musk v. Altman: Inside the courthouse as Microsoft’s $13B OpenAI bet goes on trial

OAKLAND — Did Microsoft knowingly help OpenAI abandon its nonprofit mission? That question sits at the center of a trial starting here this week, pitting the world’s richest man against the AI nonprof...

• Keywords: ai trial, openai ceo, defendants microsoft, microsoft ceo, jury musk, openai announced, openai president, founder openai, microsoft lawyers, altman openai
• Source: geekwire.com

Notepad++ Finally Lands On macOS as a Native App

BrianFagioli writes: Notepad++ has finally made its way to macOS, and this time it is not through a compatibility layer. A new community-driven port brings the long-standing Windows text editor over a...

• Keywords: notepad experience, writes notepad, notepad finally, notepad, notepad project, text editor, original notepad, notepad 2b, mac application, familiar notepad
• Source: apple.slashdot.org

Notepad++ for Mac

Notepad++ is now natively available for macOS. No Wine, no emulation. A full native port for Apple Silicon and Intel Macs. All the powerful features of Notepad++, built to feel right at home on macOS....

• Keywords: notepad plus, notepad macos, notepad natively, notepad mac, mac notepad, editor notepad, features notepad, notepad, notepad built, plugins notepad
• Source: notepad-plus-plus-mac.org

NPM Website Is Down

Subscribe to updates for npm Website is unavailable via email and/or text message. You'll receive email notifications when incidents are updated, and text message notifications whenever npm creates or...

• Keywords: notifications npm, updates npm, npm website, subscribe updates, sms updates, npm creates, npm, message notifications, email notifications, unavailable email
• Source: status.npmjs.org

NVIDIA, GPT-5.5, and Claude: The Hardware War Nobody Is Talking About

-5517fd7b58a6---4 crawled_date: 2026-04-27T14:54:52.564035+00:00 feed_url: https://levelup.gitconnected.com/feed published: Mon, 27 Apr 2026 14:14:44 GMT

Member-only story NVIDIA, GPT-5.5, and Cl...

• Keywords: openai versus, race openai, ai race, openai anthropic, nvidia hardware, story nvidia, talking openai, openai, nvidia blackwell, partner nvidia
• Source: levelup.gitconnected.com

OCX 2026 Wrap-Up: Open Source Finds Its Moment in the Heart of Europe

Executive Summary Some conferences are about product launches. Others are about roadmaps, buzzwords, or market positioning. OCX 2026 felt more grounded in real industry challenges and practical collab...

• Keywords: open collaboration, brussels open, ocx brussels, brussels event, openness flexibility, introduces openness, experience ocx, ocx conversation, discussing openness, conversations ocx
• Source: efficientlyconnected.com

One of the most iconic emulators ever is back from the dead with impressive new features

Summary

• Super ZSNES revives the ZSNES emulator with GPU-powered Mode 7 and visual upgrades.

• The Super Enhancement Engine adds higher resolutions, overclocking, widescreen, and audio fixes for seve...

• Keywords: zsnes emulator, snes emulator, zsnes development, zsnes gpu, groundbreaking snes, laptop zsnes, snes, zsnes available, snes games, super zsnes

• Source: xda-developers.com

Open-Source KiCad PCBs for Common Arduino, ESP32, RP2040 Boards

The Easyduino project is an effort to easily dive into different PCB designs of the most popular microcontroller devboards like Arduino, ESP32, Raspberry Pico and STM32 Bluepill (more to come!). Using...

• Keywords: devboard developed, microcontroller devboards, popular devboards, esp32 devboard, easyduino project, devboards example, devboards like, devboard implement, pcb designs, example arduino
• Source: github.com

OpenAI available at FedRAMP Moderate

OpenAI has achieved FedRAMP 20x Moderate authorization(opens in a new window) for ChatGPT Enterprise and API Platform, marking an important milestone in making frontier AI available to U.S. government...

• Keywords: openai authorized, openai security, fedramp openai, support openai, adopt openai, requirements openai, openai fedramp, openai managed, openai directly, openai api
• Source: openai.com

Our principles

AI has the potential to significantly improve many aspects of society. This technology, like others before, will give people more capability and agency; what people will be able to do with AI will dwa...

• Keywords: ai empower, ai infrastructure, ai democratic, ai capability, ai hugely, general ai, ai, ai potential, ai development, controlling superintelligence
• Source: openai.com

People Using AI to Represent Themselves in Court Are Clogging the System

More people having access to the courts is potentially good, but it’s not clear how the system can handle this increase in cases.

• Keywords: courts potentially, access courts, increase cases, courts, cases, having access, increase, handle increase, people having, access
• Source: 404media.co

Pgbackrest is no longer being maintained

TL;DR: pgBackRest is no longer being maintained. If you fork pgBackRest, please select a new name for your project. After a lot of thought, I have decided to stop working on pgBackRest. I did not come...

• Keywords: pgbackrest forked, fork pgbackrest, make pgbackrest, pgbackrest contributors, maintaining pgbackrest, pgbackrest project, work pgbackrest, pgbackrest exist, pgbackrest related, pgbackrest repositories
• Source: github.com

Physical AI that Moves the World — Qasar Younis & Peter Ludwig, Applied Intuition

From building Applied Intuition from YC-era autonomy tooling into a $15B physical AI company, Qasar Younis and Peter Ludwig have spent the last decade living through the full arc of autonomy: from sim...

• Keywords: autonomy automotive, ai vehicles, autonomy ai, autonomy tooling, autonomy systems, autonomy tech, autonomy simulation, ai cars, autonomy products, autonomy physical
• Source: latent.space

Podcast: A Java Performance Quest: Taming Unsafe Code, Embracing Idiomatic Style & Debugging the Linux Kernel

In this podcast, Jaromir Hamala, a seasoned Java engineer specialising in high-throughput data systems, shares his thoughts on how developers can tackle high-performance software development. He touch...

• Keywords: promising java, java heavily, optimized java, modern java, seasoned java, java nominally, nominally java, java fast, targeting java, java old
• Source: infoq.com

Powering AI, Strengthening the Grid: Innovation in Space Solar Energy and Long-Duration Storage

Advancing AI at the speed and scale we’re working toward requires more energy, but today’s clean energy technologies have real limits: solar depends on sunlight, wind depends on weather, and the grid...

• Keywords: solar energy, solar infrastructure, solar power, solar farms, build solar, solar farm, collecting solar, harnessing solar, electricity sun, based solar
• Source: about.fb.com

Presentation: Building a Future-Proof Observability Platform to Empower Engineers

Transcript Wayne Bell: "Hello. It's happening on the website. Ok, and you're seeing? Ok. Hold on a second, I've got someone who might be able to help us with that". Dan, something's going on in the we...

• Keywords: service observability, service working, observability trying, expected service, start observability, observability help, operate service, practices observability, need observability, got observability
• Source: infoq.com

QCon San Francisco 2026: 12 Tracks Announced

Senior engineers in 2026 are being asked to design solutions for the failure modes of autonomous agents, keep p99 latency predictable during traffic spikes, re-architect APIs that have drifted from th...

• Keywords: tracks qcon, qcon created, qcon, make qcon, qcon san, engineers 2026, qconsf, engineers platforms, platform engineering, program committee
• Source: infoq.com

Qinglong task scheduler RCE vulnerabilities exploited in the wild for cryptomining

Qinglong task scheduler RCE vulnerabilities exploited in the wild for cryptomining April 27, 2026 0 mins readIn early February 2026, users of Qinglong (青龙), a popular open source timed task management...

• Keywords: qinglong vulnerabilities, qinglong task, qinglong users, qinglong npm, users qinglong, qinglong project, affecting qinglong, run qinglong, updated qinglong, qinglong run
• Source: snyk.io

Quality Attributes Matter More Than Features — Here’s Why Systems Get Redesigned

-5517fd7b58a6---4 crawled_date: 2026-04-27T14:54:52.564035+00:00 feed_url: https://levelup.gitconnected.com/feed published: Mon, 27 Apr 2026 14:14:59 GMT

Member-only story Hard Truths Quality Att...

• Keywords: redesigns features, redesigned features, systems redesigned, complete overhaul, overhaul, overhaul needs, redesigns, redesign manage, complete redesign, redesign
• Source: levelup.gitconnected.com

Really fun to try this app while in Sydney this week, which uses our tools to help fans deep dive into cricket matches, players and history. Learn more…

Really fun to try this app while in Sydney this week, which uses our tools to help fans deep dive into cricket matches, players, and history. Learn more: https://lnkd.in/g_unaud7 Incredible tool! AI I...

• Keywords: sports data, cricket app, sports cricket, implemented sports, sports content, cricket statistics, intelligence cricket, sport digital, cricket curious, cricket critical
• Source: linkedin.com

Recommending Movies: Powered by AI

-5517fd7b58a6---4 crawled_date: 2026-04-27T14:54:52.564035+00:00 feed_url: https://levelup.gitconnected.com/feed published: Mon, 27 Apr 2026 14:16:51 GMT

Recommending Movies: Powered by AI Can we...

• Keywords: recommendation movie_suggestion_agent, movie_suggestion_agent agents, multiagent_movie_recommender, movie_suggestion_agent, movie_suggestion_agent builder, movie_suggestion_agent let, movie_suggestion_agent governs, 98 multiagent_movie_recommender, wait_all movie_suggestion_agent, movie_suggestion_agent tools_condition
• Source: levelup.gitconnected.com

Right-to-Repair Laws Gain Political Momentum Across America

"California, Colorado, Minnesota, New York, Connecticut, Oregon and Washington have all passed comprehensive right-to-repair regulations," reports CNBC, "covering everything from consumer electronics...

• Keywords: repair legislation, repair laws, repair regulations, repair law, repair act, dealership repair, bipartisan repair, right repair, vehicle repair, sponsor repair
• Source: news.slashdot.org

Running Local LLMs Offline on a Ten-Hour Flight

Running Local LLMs Offline on a Ten-Hour Flight I flew from London to Google Cloud Next 2026 in Las Vegas. Ten hours with no in-flight wifi. I used the time to test how far a modern MacBook can carry...

• Keywords: local llms, llms setup, llms offline, cloud usage, cloud models, cloud secondary, cloud, llm models, google cloud, llms
• Source: deploy.live

SAP and S3NS Bring Sovereign Cloud ERP to France

What’s Happening SAP and S3NS, the trusted cloud joint venture between Thales and Google Cloud, have announced a strategic partnership to deliver SAP RISE private cloud edition on S3NS’s SecNumCloud-q...

• Keywords: cloud partnership, cloud procurement, sovereign cloud, cloud infrastructure, sovereignty cloud, cloud adoption, cloud providers, cloud announced, cloud engineering, erp cloud
• Source: efficientlyconnected.com

Sebastian Sawe breaks iconic sub-two-hour marathon barrier

��}k��6����؞��=#��I�;�����ډ�8w����3"!�-���Ы��o��C|J��j�w�N�%&lt; U�P( �����������d��N��/�������=�/��@���^~7��y�݂'�3&#125;�ɋ�4�(� \��>[�W+��� J��� ��Wk�If/�rm��/#��n�2O�m��PBI����a S�ً�J���l���e>�������p�...

• Keywords: 4իp cwpk, 4իp, ada 4իp, пy ɔ9g, فm4 qg9, kɪ7, qmӱl 7i, 3h kxӓx, kɪ7 en, kqou a3
• Source: bbc.com

Senators seek answers about hackers obtaining sensitive student data from ostensibly anonymous tip line

Senators seek answers about hackers obtaining sensitive student data from ostensibly anonymous tip line A bipartisan pair of senators want a company that operates a tip line for anonymously reporting...

• Keywords: hackers navigate360, data compromised, safeguards navigate360, data stolen, stolen navigate360, reports cyberattack, recent cyberattack, cyberattack exploited, hackers claimed, cyberattacks
• Source: cyberscoop.com

Show HN: A terminal spreadsheet editor with Vim keybindings

A terminal spreadsheet editor with Vim keybindings, written in Rust. From crates.io: cargo install cell-sheet-tui Pre-built binaries for Linux, macOS, and Windows are available on the GitHub Releases...

• Keywords: csv cell, spreadsheet editor, terminal spreadsheet, excel, spreadsheet, sum average, csv tsv, values csv, tsv cell, delete formulas
• Source: github.com

Show HN: I built a dual crossword puzzle where two crosswords share one grid

<a href="https://news.ycombinator.com/item?id=47920007">Comments&lt;/a>

• Keywords: news ycombinator, href, ycombinator com, ycombinator, href https, comments, https news, 47920007 comments, news, com item
• Source: forkle.co.uk

Show HN: OSS Agent I built topped the TerminalBench on Gemini-3-flash-preview

Dirac topped the Terminal-Bench-2 leaderboard for gemini-3-flash-preview with a 65.2% score! It is a well studied phenomenon that any given model's reasoning ability degrades with the context length....

• Keywords: dirac benchmarked, leaderboard dirac, terminalbench leaderboard, reproducible terminalbench, benchmarked leading, achieved benchmark, benchmarked, manipulation suite, terminalbench, benchmark specific
• Source: github.com

Show HN: Utilyze – an open source GPU monitoring tool more accurate than nvtop

The standard GPU utilization metric doesn't measure what it claims to. Here's what accurate measurement actually looks like, and an open-source tool to bring it to every AI deployment. April 20, 2026...

• Keywords: gpu utilization, gpu efficiency, utilization gpu, gpu performance, gpu workload, measure gpu, throughput gpu, efficiently gpus, gpus consumes, gpu systalyze
• Source: systalyze.com

Speech translation in Google Meet is now rolling out to mobile devices

27th April 2026 - Link Blog Speech translation in Google Meet is now rolling out to mobile devices. I just encountered this feature via a "try this out now" prompt in a Google Meet meeting. It kind-of...

• Keywords: translation app, google meet, translation google, meet translates, speech translation, languages meet, text browser, mobile, tried iphone, google implementation
• Source: simonwillison.net

Spring News Roundup: First Release Candidates of Boot, Security, Integration, Modulith, AMQP

There was a flurry of activity in the Spring ecosystem during the week of April 20th, 2026, highlighting the first release candidates of: Spring Boot, Spring Security, Spring Integration, Spring Modul...

• Keywords: spring security, security spring, spring framework, spring transactions, spring integration, spring boot, spring session, springbootapplication improved, springbootapplication, new spring
• Source: infoq.com

Study Finds a Third of New Websites Are AI-Generated

alternative_right shares a report from 404 Media: Researchers working with data from the Internet Archive have discovered that a third of websites created since 2022 are AI-generated. The team of rese...

• Keywords: websites ai, ai generated, ai researcher, internet research, ai, research ai, generated ai, discovered websites, ai just, proliferation ai
• Source: tech.slashdot.org

Study Finds A Third of New Websites are AI-Generated

Researchers found the internet is becoming aggressively positive as AI-generated text floods the web.

• Keywords: floods web, text floods, positive ai, ai generated, internet aggressively, aggressively positive, researchers internet, ai, generated text, web
• Source: 404media.co

Daily Summary

Total articles: 201

Overall

Contents JCON ▪️A Big Screen Experience for Java Developers & Architects CORE JAVA ▪️A Big Screen Experience for Java Developers & Architects ▪️Effective Pattern Match...

• Keywords: ai android, summary android, android auto, android experience, android, fighting android, java, java big, core java, experience java

Super ZSNES – GPU Powered SNES Emulator

Welcome to SUPER ZSNES The two original developers of ZSNES are finally back together! Introducing SUPER ZSNES! Re-written completely from scratch, this GPU-powered SNES emulator is here to bring you...

• Keywords: zsnes gpu, zsnes developers, developers zsnes, super zsnes, engine zsnes, original zsnes, powered snes, zsnes, zsnes original, snes
• Source: zsnes.com

Talkie: a 13B vintage language model from 1930

This is a 24/7 live feed of Claude Sonnet 4.6 prompting talkie-1930-13b-it in order to explore its knowledge, capabilities, and inclinations. talkie’s outputs reflect the culture and values of the tex...

• Keywords: vintage language, model conversation, temporal language, language models, talking past, vintage lm, trained historical, talkie 1930, conversations, modern chat
• Source: talkie-lm.com

tdd: Red, Green, Refactor for Agentic Coding

tdd: Red, Green, Refactor for Agentic Coding Install this skill: npx skills add mattpocock/skills skill=tdd -y -g Source: mattpocock/skills/tdd What it does tdd guides an agent through test-driven dev...

• Keywords: tests behavior, agent test, skills tdd, refactored behavior, refactor agentic, skill tdd, bad tests, tdd issues, tests verify, rule tests
• Source: aihero.dev

TechLetters ☕️ Signal hacked by asking for the PIN. AI finds zero-days faster. Mythos access breached. SIM farms industrialised. Cheap AI exploits Chrome. France leaks 11.7M IDs.

TechLetters ☕️ Signal hacked by asking for the PIN. AI finds zero-days faster. Mythos access breached. SIM farms industrialised. Cheap AI exploits Chrome. France leaks 11.7M IDs. Very important privac...

• Keywords: signal hacked, signal hack, hackers klöckner, svr hackers, security germany, compromised russian, fake signal, cybersecurity race, hackers, win cybersecurity
• Source: techletters.substack.com

Tendril – a self-extending agent that builds and registers its own tools

A self-extending agentic sandbox that demonstrates the Agent Capability pattern — where the model discovers, builds, and reuses tools autonomously across sessions. Built with AWS Strands Agents SDK an...

• Keywords: tool fetch, agents sdk, agent capability, tools fetch_url, tendril searchcapabilities, agent standalone, agentic sandbox, agent esbuild, agent src, build agent
• Source: github.com

Text Summarization with Scikit-LLM

In this article, you will learn how to use scikit-LLM’s text summarization feature to handle large volumes of text in machine learning pipelines. Topics we will cover include:

• How to build a custom...

• Keywords: summarization scikit, summarization pipeline, summarization training, summarizers powerful, summarization feature, driven summarization, summarizers, summarization reduce, face summarization, learning pipelines

• Source: machinelearningmastery.com

The $15B Physical AI Company: Simulation, Autonomy OS, Neural Sim, & 1K Engineers—Applied Intuition

About Press Copyright Contact us Creators Advertise Developers Terms Privacy Policy & Safety How YouTube works Test new features © 2026 Google LLC

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

The AI “Trendslop” Dossier.

The AI “Trendslop” Dossier. We are peeking Inside the Eye-Opening HBR Research on why LLMs keep serving up the same buzzword-heavy strategic advice: and How 1870 to 1970 “High-Protein” training data c...

• Keywords: strategy trendslop, trendslop strategic, ai trendslop, strategy scholars, strategic insight, trendslop article, trendslop thesis, study trendslop, trendslop related, strategic intelligence
• Source: readmultiplex.com

The Developers Didn’t Win. A Lawyer, a Cardiologist, and a Road Engineer from Uganda Did

-5517fd7b58a6---4 crawled_date: 2026-04-27T14:54:52.564035+00:00 feed_url: https://levelup.gitconnected.com/feed published: Mon, 27 Apr 2026 14:15:16 GMT

The Developers Didn’t Win. A Lawyer, a Ca...

• Keywords: built ai, building ai, build ai, ai won, builds ai, failing ai, ai building, ai isn, makes ai, ai wrong
• Source: levelup.gitconnected.com

The First Program Was Not Just Code

-5517fd7b58a6---4 crawled_date: 2026-04-27T15:55:17.149205+00:00 feed_url: https://levelup.gitconnected.com/feed published: Mon, 27 Apr 2026 15:02:50 GMT

Member-only story The First Program Was N...

• Keywords: software began, program analytical, computer programs, analytical engine, program detailed, program dealing, programs written, detailed computer, execution hardware, 5517fd7b58a6 crawled_date
• Source: levelup.gitconnected.com

The gaming Linux distro everyone's switching to just made sudo way more secure with your fingerprint

Summary

• CachyOS Apr 2026 lets you use fingerprint scanners for sudo, boosting convenient superuser security.

• Octopi replaced by Shelly for GUI installs from AUR, Flathub, and AppImages - easier se...

• Keywords: linux cachyos, security cachyos, cachyos enable, cachyos latest, cachyos install, cachyos setup, installed cachyos, version cachyos, checking cachyos, cachyos device

• Source: xda-developers.com

The Green Tea GC Is Now Default in Go 1.26. Here Is What That Means for Your Backend Services.

-5517fd7b58a6---4 crawled_date: 2026-04-27T15:55:17.149205+00:00 feed_url: https://levelup.gitconnected.com/feed published: Mon, 27 Apr 2026 15:03:34 GMT

Member-only story The Green Tea GC Is Now...

• Keywords: new goroutineleak, goroutineleak profiler, services garbage, garbage collector, goroutineleak, gc default, tea gc, gc, service faster, garbage
• Source: levelup.gitconnected.com

THE HANDOFF

THE HANDOFF How the 1951 Treasury-Fed Accord Was Outflanked by the Front-End Dollar Machine An Institutional Research Note on Treasury Bills, Stablecoins, Fed Plumbing, and the New Architecture of Fis...

• Keywords: 1951 treasury, treasury fed, reserve treasury, treasury issuance, administration treasury, treasury, federal reserve, note treasury, fed accord, treasury market
• Source: shanakaanslemperera.substack.com

The Industry Is Watching GPU Prices. Google Just Moved the Fight to the Judgment Layer.

The Industry Is Watching GPU Prices. Google Just Moved the Fight to the Judgment Layer. There is a common criticism that comes out of large cloud events: “There were no real announcements.” I understa...

• Keywords: cloud google, google cloud, cloud building, production google, google announced, ai cloud, runtime cloud, cloud strategies, google infrastructure, thinking cloud
• Source: thectoadvisor.com

The Loop: everything has happened before, and everything will happen again

The Loop: everything has happened before, and everything will happen again We keep replaying the same human mistakes -bubbles, strongmen, scapegoats, and panics -because the operating system in our sk...

• Keywords: price canal, loop prices, greed, bulb semper, bulb haarlem, english investors, financial bubble, rise greed, industrialized world, scapegoats panics
• Source: joanwestenberg.com

The moderately easy problem of consciousness

The moderately easy problem of consciousness Before deciding if computers are self-aware, let's figure out how humans become self-aware. Zhuāngzǐ said: “You are not I; from what do you know whether I...

• Keywords: self aware, aware self, self awareness, machine consciousness, ai consciousness, computers self, conscious self, conscious computation, consciousness ai, know conscious
• Source: noahpinion.blog

The most underrated PC case feature protects your entire build, and you can't even see it

We've all built our fair share of PCs, and we've all appreciated some rather underrated features in the process when we came across them, depending on the parts, and, of course, the case. Features lik...

• Keywords: pc case, pc cases, cables pc, case cable, pc fans, deciding cables, case fan, cables motherboard, pc deciding, cables look
• Source: xda-developers.com

The next phase of the Microsoft OpenAI partnership

The next chapter of the Microsoft–OpenAI partnership Since 2019, Microsoft and OpenAI have shared a vision to advance artificial intelligence responsibly and make its benefits broadly accessible. What...

• Keywords: openai partnership, openai profit, microsoft openai, investors openai, partner microsoft, openai foundation, investment openai, supports openai, organizations microsoft, openai provide
• Source: openai.com

The next phase of the Microsoft-OpenAI partnership

Amended Agreement Provides Long-Term Clarity The rapid pace of innovation requires us to continue to evolve our partnership to benefit our customers and both companies. Today, we are announcing an ame...

• Keywords: license openai, capabilities openai, openai microsoft, partner openai, openai revenue, share openai, openai technology, payments openai, openai products, independent openai
• Source: blogs.microsoft.com

The next phase of the Microsoft OpenAI partnership – OpenAI

The next phase of the Microsoft OpenAI partnership Amended agreement provides long-term clarity. The rapid pace of innovation requires us to continue to evolve our partnership to benefit our customers...

• Keywords: openai partnership, license openai, openai microsoft, partner openai, microsoft openai, capabilities openai, openai revenue, share openai, openai technology, payments openai
• Source: openai.com

The Prompt API

<a href="https://news.ycombinator.com/item?id=47917026">Comments&lt;/a>

• Keywords: news ycombinator, href, ycombinator com, ycombinator, href https, comments, https news, news, com item, 47917026 comments
• Source: developer.chrome.com

The Science of Winemaking

The Science of Winemaking Academics, Students / April 27, 2026 Share: Author: Erica Moser, Penn Today Chemical and Biomolecular Engineering (CBE) professors Talid Sinno and Bomyi Lim teach a mixed und...

• Keywords: science winemaking, engineering wine, winemaking academics, winemaking mendoza, wine production, wine fermentation, production winemaking, winemaking, wine mendoza, wines mendoza
• Source: seas.upenn.edu

The stages of package installation

Suppose, hypothetically, that someone had been spending their evenings reimplementing bits of several package managers from scratch, not to ship anything but as a test bed for swapping different resol...

• Keywords: package managers, package manager, package stages, arbitrary package, package metadata, packages security, dependency metadata, building packages, repackaging stages, determined package
• Source: nesbitt.io

The Woes of Sanitizing SVGs

Scratch has a long history of SVG-related vulnerabilities. The source of these is that Scratch parses user-generated (ie. attacker-controlled) content into an <svg> element and appends it into the mai...

• Keywords: svg sanitization, sanitized svgs, svgs sanitized, svgs scratch, svg scratch, scratch svg, sanitization scratch, unsanitized svgs, scratch parses, scratch sanitize
• Source: muffin.ink

These 4 Pixel widgets earn their space on my home screen by cutting friction every day

I gravitated towards a Pixel phone solely for the stock Android experience after years of juggling between Chinese OEM ROMs like MIUI and ColorOS, like the allure of a reference design GPU. Instead of...

• Keywords: pixel widgets, widgets truly, widgets prefer, widgets, having widgets, offers widgets, pixel launcher, screen widget, available widgets, google pixel
• Source: xda-developers.com

These motherboard headers do something most PC builders never discover

When you're building a PC, it's always better to have more motherboard headers than you know what to do with. Connecting the CPU cooler fans, case fans, RGB devices, front I/O, and more becomes more f...

• Keywords: motherboard headers, headers motherboard, motherboard header, motherboards use, motherboard features, motherboards intend, motherboard using, motherboards, present motherboards, motherboard appropriate
• Source: xda-developers.com

This e-reader beat my Kindle in ways that have nothing to do with the screen

I've always loved E Ink devices, whether it was dedicated note-taking devices like the ReMarkable Paper Pro Move, or ecosystem-locked e-readers like the Kindle. There's just something about reading on...

• Keywords: ink devices, ink device, ink reader, pocketable ink, retail devices, ink screen, device retail, cheaper reader, krono ink, device review
• Source: xda-developers.com

🎙️ This week on How I AI: GPT 5.5, Claude Design, and GPT Images 2.0 hands-on reviews—plus an inside look at Memelord

🎙️ This week on How I AI: GPT 5.5, Claude Design, and GPT Images 2.0 hands-on reviews—plus an inside look at Memelord Your weekly listens from How I AI, part of the Lenny’s Podcast Network GPT 5.5 jus...

• Keywords: ai gpt, gpt incredibly, gpt pro, smart chatgpt, gpt complex, gpt, chatgpt, design gpt, gpt claire, gpt cracked
• Source: lennysnewsletter.com

Three men are facing 44 charges in Toronto SMS Blaster arrests

Unprecedented SMS Blaster Arrests Three men are facing 44 charges in a first-of-its-kind cybercrime investigation in Canada. Project Lighthouse began in November 2025 after a security partner alerted...

• Keywords: suspected sms, sms blasters, unprecedented sms, fraudulent text, sms blaster, legitimate cellular, cybercrime investigation, national cybercrime, cybercrime, cybercrime coordination
• Source: tps.ca

Tim Cook Is Leaving. Good

Tim Cook is Leaving. Good. Your AirPods just connected to the wrong device. Again. iMessage is taking twenty minutes to sync a message between your laptop and your phone sitting six inches apart. Home...

• Keywords: apple stopped, apple keeps, longtime apple, apple feel, today apple, apple just, way apple, worry apple, apple needs, apple
• Source: routerjockey.com

To My Students

Brent A. Yorgey 2026 4 27 http://ozark.hendrix.edu/~yorgey/forest/00FD/ 00FD /~yorgey/forest/00FD/ To my students There have been times, especially this year, when I wonder despairingly what it is exa...

• Keywords: use computing, computer scientists, computing jobs, software industry, programming, computer science, technologies inevitable, teach computer, computing, programming facilitating
• Source: ozark.hendrix.edu

to-prd: Turn Resolved Context Into a PRD

to-prd: Turn Resolved Context Into a PRD Install this skill: npx skills add mattpocock/skills skill=to-prd -y -g Source: mattpocock/skills/to-prd What it does to-prd turns the current conversation con...

• Keywords: skills prd, modules prd, prd plan, context prd, skill prd, prd implementation, model prd, prd tracer, agentic development, prd includes
• Source: aihero.dev

Top 10 Kubecost Alternatives in 2026

Top 10 Kubecost Alternatives in 2026 Kubecost has helped many teams understand where Kubernetes money goes, but following IBM’s 2024 acquisition, organizations are reassessing their cost management to...

• Keywords: kubernetes resource, workloads kubernetes, kubernetes costs, provides kubernetes, kubernetes workloads, cloud kubernetes, kubernetes workload, capabilities kubernetes, tool kubernetes, kubernetes resources
• Source: cloudbolt.io

TraceLens: Democratizing AI Performance Analysis

TraceLens: Democratizing AI Performance Analysis# Profiling modern AI workloads produces huge traces that are hard to interpret. Framework profilers record thousands of operations, kernels, and commun...

• Keywords: profiling tracelens, tracelens profiling, tracelens performance, tracelens provides, computation tracelens, tracelens automates, execution tracelens, workloads tracelens, optimization tracelens, tracelens supports
• Source: rocm.blogs.amd.com

Tracking the history of the now-deceased OpenAI Microsoft AGI clause

Tracking the history of the now-deceased OpenAI Microsoft AGI clause 27th April 2026 For many years, Microsoft and OpenAI’s relationship has included a weird clause saying that, should AGI be achieved...

• Keywords: commercializing agi, microsoft agi, agi openai, openai partnership, openai charter, openai developed, license openai, agi technologies, microsoft openai, openai microsoft
• Source: simonwillison.net

TurboQuant: A First-Principles Walkthrough

Compressing AI vectors to 2–4 bits per number without losing accuracy. Modern language models store large tables of high-dimensional vectors: KV caches, embeddings, attention keys. TurboQuant compress...

• Keywords: compressing ai, ai vectors, vectors bits, vectors bit, turboquant bits, decoder precision, vector bit, memory compression, fast encoder, 100k vectors
• Source: arkaung.github.io

Turing Award Winner: Data Abstraction, Dijkstra, Distributed Systems | Barbara Liskov

Barbara Liskov is a Turing Award winner known for her work in programming languages and distributed systems. We discussed the major problems she solved in her career, stories about Dijkstra, getting r...

• Keywords: rejected princeton, women undergraduate, princeton woman, turing awards, turing award, realized undergraduate, academia, solved career, did undergraduate, liskov turing
• Source: developing.dev

ty and pyrefly find different bugs

ty and pyrefly find different bugs I ran ty 0.0.32 and pyrefly 0.62.0 against Textualize/rich (~38k lines, 100 Python files, with a [tool.mypy] config but no ty or pyrefly config) expecting one to win...

• Keywords: rustc pyrefly, ignores pyrefly, pyrefly ignore, pyrefly ctypes, strictness pyrefly, pyrefly check, errors pyrefly, ignore pyrefly, ty pyrefly, bug pyrefly
• Source: pydevtools.com

U.S. companies back Sam Altman's World ID even as much of the world pushes back

A Sam Altman-backed technology that many governments rejected is finding traction in the American corporate world. On April 17, World, a project designed to distinguish humans from bots using biometri...

• Keywords: world biometric, biometrics announced, spherical biometric, safeguards biometric, consent biometric, biometric, iris scanning, biometrics, scan irises, citizens iris
• Source: restofworld.org

Uber Migrates 75,000+ Test Classes from Junit 4 to Junit 5 Using Automated Code Transformation

Uber engineers migrated more than 75,000 test classes and over 1.25 million lines of code from JUnit 4 to JUnit 5 across their Java monorepo using automated code transformation and orchestration tooli...

• Keywords: junit maintenance, built junit, junit platform, junit introduces, junit limited, junit tests, junit support, junit apis, transformations junit, enabling junit
• Source: infoq.com

Universal Chiplet Interconnect Express and Design Verification

Universal Chiplet Interconnect Express and Design Verification What you’ll learn:

• What is Universal Chiplet Interconnect Express (UCIe)?

• Why UCIe IP verification is important. The Universal Chiple...

• Keywords: chiplet interconnect, protocol ucie, ip chip, ucie ip, vip ucie, express ucie, pcie vip, express pcie, pci express, chip soc

• Source: electronicdesign.com

University Professors Disturbed to Find Their Lectures Chopped Up and Turned Into AI Slop

ASU Atomic, a new tool in beta at Arizona State University, takes faculty lectures and chops them into extremely short clips, that AI then attempts to turn into learning materials.

• Keywords: asu atomic, asu, atomic, atomic new, lectures chops, clips ai, learning materials, lectures, faculty lectures, ai
• Source: 404media.co

Using Cheaper Reasoning Models Is Probably Costing You More

-5517fd7b58a6---4 crawled_date: 2026-04-27T15:55:17.149205+00:00 feed_url: https://levelup.gitconnected.com/feed published: Mon, 27 Apr 2026 15:03:12 GMT

Member-only story Using Cheaper Reasoning...

• Keywords: api costs, api pricing, cheaper reasoning, cost model, llms benchmarks, comparisons cheaper, pricing cost, cost workload, cheaper, token price
• Source: levelup.gitconnected.com

Vibe Coding: Advantages, Costs, and Perils

Vibe Coding: Advantages, Costs, and Perils What you’ll learn:

• What is vibe coding?

• How can it be used carefully? Though I’ve recommended that you avoid vibe coding for embedded systems, I’ve been...

• Keywords: vibe coding, using vibe, vibe coded, use vibe, coding chatbots, chatbots designed, learn vibe, defining vibe, build ai, coded applications

• Source: electronicdesign.com

vLLM Prefix Caching vs. LMCache: Benchmarking KV Reuse Tradeoffs

-5517fd7b58a6---4 crawled_date: 2026-04-27T14:54:52.564035+00:00 feed_url: https://levelup.gitconnected.com/feed published: Mon, 27 Apr 2026 14:15:32 GMT

vLLM Prefix Caching vs. LMCache: Benchmar...

• Keywords: kv cache, lmcache benchmarking, caching vs, caching fastest, lmcache kv, caching useful, caching matters, overhead lmcache, cache management, caching lmcache
• Source: levelup.gitconnected.com

What I've been thinking about this weekend - More open questions, intelligence vs power, the problem of verification in science, the parallel discovery of Darwinism

What I've been thinking about this weekend - More open questions, intelligence vs power, the problem of verification in science, the parallel discovery of Darwinism Hodge podge of things I was thinkin...

• Keywords: worried ai, ai worried, ai outthinking, questions ai, ai absolutely, ai going, benefits ai, thinking ai, ais getting, making ai
• Source: dwarkesh.com

What is OLAP? Architecture, Use Cases, and How It Works in Data Warehousing

-5517fd7b58a6---4 crawled_date: 2026-04-27T14:54:52.564035+00:00 feed_url: https://levelup.gitconnected.com/feed published: Mon, 27 Apr 2026 14:15:48 GMT

What is OLAP? Architecture, Use Cases, an...

• Keywords: olap databases, database olap, olap database, oltp database, data warehousing, olap architecture, warehousing olap, data architecture, database choice, processing olap
• Source: levelup.gitconnected.com

What Reddit taught me about why people switch to uv

What Reddit taught me about why people switch to uv A thread titled “But really, why use uv?” landed on r/Python and pulled 476 upvotes. The original poster wasn’t antagonistic. They used Python casua...

• Keywords: uv python, uv dockerfile, build uv, pyenv uv, uv manages, dependencies uv, versions uv, uvx mypy, run uv, uv run
• Source: pydevtools.com

What the Debezium Community Told Us - 2026 Survey Results

Earlier this year, we asked the Debezium community to tell us how they’re using the project, what’s working, and where we need to do better. We received numerous responses, and we appreciate the candi...

• Keywords: data community, debezium community, managing debezium, data changes, work debezium, respondents debezium, enterprise environments, people debezium, debezium doing, databases debezium
• Source: debezium.io

Who’s Paying for All This Network Traffic? A Data Engineer’s Investigation

-f2ba5b8f6eb3---4 crawled_date: 2026-04-27T13:54:49.642326+00:00 feed_url: https://blog.dataengineerthings.org/feed published: Mon, 27 Apr 2026 13:34:34 GMT

Who’s Paying for All This Network Traf...

• Keywords: network costs, kubernetes cost, expensive network, costs cloud, network cost, k8s network, network pricing, node costs, infrastructure cost, kubernetes cluster
• Source: blog.dataengineerthings.org

Why Google, Uber, and Lyft Quietly Killed Their Mobile Multi-Repo Setup (And You Should Too)

-5517fd7b58a6---4 crawled_date: 2026-04-27T14:54:52.564035+00:00 feed_url: https://levelup.gitconnected.com/feed published: Mon, 27 Apr 2026 14:16:36 GMT

Member-only story Why Google, Uber, and L...

• Keywords: repo android, reason android, mobile teams, kmm repos, google uber, repos slowing, killed mobile, mobile multi, mobile, ios kmm
• Source: levelup.gitconnected.com

"Why not just use Lean?"

"Why not just use Lean?" [AUTOMATH LCF HOL system HOL Light Lean formalised mathematics ] I have been told that when proposing to formalise mathematics these days, you have to explain why you are not...

• Keywords: lean automath, lean formalisation, lean formalised, lean mathlib, formalised mathematics, formalise mathematics, lean propositions, using lean, use lean, formalisation mathematics
• Source: lawrencecpaulson.github.io

Why RAG Has Exactly 6 Failure Modes. No More, No Less.

Why RAG Has Exactly 6 Failure Modes. No More, No Less. A complete guide for evaluating your retrieval-augmented generation systems. Agentic AI Engineering Course by Paul Iustzin (aff) If you’re seriou...

• Keywords: rag fails, rag failure, reliable ai, rag implementations, fail countless, ai engineering, failure modes, agentic ai, complexity rag, rag evaluation
• Source: javarevisited.substack.com

Windows 11 debloat tools promise speed, but here's what actually happens

Windows has always installed with a large selection of pre-set apps and features, and Windows 11 is no exception. The rolling release model also comes with additional telemetry, various Microsoft apps...

• Keywords: features windows, windows 11, windows services, win11debloat tool, registry cleaners, win11debloat, windows utility, remove windows, junk windows, cleaners windows
• Source: xda-developers.com

Windows 11's second-chance setup dialogs hurt IT, drain productivity

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• Source: theregister.com

Windows File Explorer is frustrating by default, but these 5 tweaks fix almost everything

For as popular as Windows 11 is, it's never going to be perfect for everyone. Thankfully, there's quite a bit you can do to make Windows work better for you, whether it involves third-party apps or si...

• Keywords: file explorer, windows explorer, explorer images, hidden files, images windows, explorer display, folders hidden, explorer microsoft, folders favorite, windows 11
• Source: xda-developers.com

Your motherboard's M.2 heatsink is probably making your SSD temps worse

Your SSD can throttle just like your CPU or GPU. Many people ignore this fact, and then wonder why their drive doesn't perform as advertised. While older SSDs didn't need heatsinks, newer models, espe...

• Keywords: heatsink ssd, ssd heatsink, cooling ssd, ssd thermal, heatsinks ssds, ssd temps, overheating ssd, ssd temperatures, ssd temperature, overheating ssds
• Source: xda-developers.com

Your motherboard's tiny fan header can do way more than cool your CPU

Maker, meme-r, and unabashed geek, Joe has been writing about technology since starting his career in 2018 at KnowTechie. He's covered everything from Apple to apps and crowdfunding and loves getting...

• Keywords: cpu cooler, cpu fan, cpu cooling, cooling cpu, cooler cpu, hardware cooling, plug cpu, cooling fans, motherboard fan, chipset cooling
• Source: xda-developers.com

Your new home's network is already broken — here are the 3 fixes that actually work

You finally got your keys, the boxes are unpacked, and the ISP technician just left. Your phone shows four bars, but your smart home is a mess, and your PC is already lagging. What's actually going on...

• Keywords: isp home, isp modem, router isp, modem best, isp, 6e isp, isp gateways, pc lagging, modem bridge, modem
• Source: xda-developers.com

ZFS

In the previous article , we explored Btrfs—a copy-on-write filesystem built around a single kind of B-tree, where every file, extent, checksum and chunk mapping lives as a tagged item in some tree, a...

• Keywords: btrfs zfs, useful zfs, zfs writes, zfs snapshots, zfs filesystem, zfs uses, writes zfs, zfs use, zfs zfs, traditional filesystem
• Source: internals-for-interns.com