The AI Pulse: Agents Take the Wheel as Infrastructure Reaches an Inflection Point

The AI Pulse: Agents Take the Wheel as Infrastructure Reaches an Inflection Point

The technical landscape of April 29, 2026, marks a definitive shift: we are no longer just building AI models; we are building a world where AI agents manage the very infrastructure they run on.

The Rise of the Autonomous Admin The day’s biggest story is the "Agentic Takeover" of cloud orchestration. Amazon Web Services (AWS) reported a blistering 28% growth, fueled by its aggressive AI bets and a landmark partnership to launch managed agents with OpenAI. This shift is mirrored by the launch of Stripe Projects, a new paradigm that allows AI agents to provision production-ready Neon Postgres databases without human intervention. As industry leaders like Databricks warn that current architectures aren’t yet "agent-ready," new tools like Pydantic AI and BoxLang AI 3.1 are rushing to fill the gap, offering the orchestration frameworks needed for this new autonomous era.

Hardware Ambitions and Retreats While OpenAI looks toward the "Intelligence Age" with its massive Stargate compute infrastructure project, other giants are recalibrating. Reports indicate that Apple has effectively paused work on the Vision Pro following a lackluster M5 refresh, signaling a pivot away from high-end spatial computing toward more immediate AI priorities. Meanwhile, the frontier of LLMs continues to move; early reviews of GPT 5.5 and the arrival of DeepSeek-V4 Pro on Together AI suggest that long-context reasoning and NAND-based KV caching are the new benchmarks for performance.

Security and the "Copy Fail" Crisis It wasn't all progress, however. The security community is reeling from "Copy Fail" (CVE-2026-31431), a straight-line logic flaw in Linux that allows a simple 732-byte Python script to gain root access across nearly every major distribution. Coupled with a "Bun-based" stealer hitting SAP’s npm packages and an audit revealing 44 CVEs in Rust-based coreutils, the day serves as a stark reminder: even in the age of GPT 5.5, the most fundamental layers of our software remain precariously human.

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Daily Reading List – April 29, 2026 (#773)

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Darwinian Specialization in AI

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Deep|DeepSeek V4: The Inflection Point for Large-Scale NAND-Based KV Cache

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DeepSeek-V4 Pro now available on Together AI

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Detecting Road Defects with Computer Vision

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Dockerizing Your Python API — From “It Works on My Machine” to Production

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Don't Panic: The Thymeleaf Template Injection That Only Hurts If You Let It (CVE-2026-40478)

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Ensembles of Ensembles of Ensembles: A Guide to Stacking

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Enterprise Agent Knowledge with MCP

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Exclusive: Supabase Execs Were So Impressed With Dreambase, They Became Investors In Its $3.7M Round

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Experiments that improve category pages in retail

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• WHO: E-commerce & CRO teams

• INDUSTRY: Retail

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• Keywords: promotional messaging, promo messaging, promo message, consistent promotional, observed purchases, promotional, items influence, promo, images promo, messaging badge

• Source: optimizely.com

Experiments that improve checkout pages in retail

Four experiments that reduce distraction, increase trust, and help more visitors complete their purchase.

• WHO: E-commerce & CRO teams

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• Source: optimizely.com

Experiments that improve demo forms and landing pages

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Experiments that improve homepages in retail

Three experiments that show how matching the right content to the right visitor changes what happens when they land on your site.

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Experiments that improve mobile pages in financial services

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Experiments that improve offer pages in financial services

Three experiments that show how presenting options, surfacing prices, and using video can change which offer visitors choose and whether they choose at all.

• WHO: Digital, growth & CRO teams

• INDUST...

• Keywords: premium tiers, presenting options, premium options, consideration premium, highlight tier, higher premium, options increased, positioning pricing, tier positioning, pricing transparency

• Source: optimizely.com

Experiments that improve search results in retail

One experiment that turned dead ends into conversions and proved that fixing what breaks quietly can have a very loud revenue impact.

• WHO: E-commerce & CRO teams

• INDUSTRY: Retail

• IMPACTED PAGES:...

• Keywords: customers search, result searches, increase revenue, end search, search results, alternatives experiment, revenue takeaways, impact commerce, hypothesis customers, results increase

• Source: optimizely.com

Experiments that improve subscription pages in retail

Two experiments that show how small changes to choice and framing can turn a product page into a subscription engine.

• WHO: E-commerce & CRO teams

• INDUSTRY: Retail

• IMPACTED PAGES: Product Detail...

• Keywords: trial feature, customer retention, page subscription, subscription pages, trial increased, subscription engine, rates subscription, subscription units, subscription page, customer choice

• Source: optimizely.com

FastCGI: 30 Years Old and Still the Better Protocol for Reverse Proxies

April 29, 2026 FastCGI: 30 Years Old and Still the Better Protocol for Reverse Proxies HTTP reverse proxying is a minefield. Just the other week, a researcher disclosed a desync vulnerability in Disco...

• Keywords: proxies fastcgi, fastcgi reverse_proxy, fastcgi haproxy, fastcgi protocol, haproxy fastcgi, fcgi http, http fcgi, use fastcgi, requests fastcgi, proxies http
• Source: agwa.name

Final Is No Longer a Hint in Java 26

Java 26 (JEP 500) warns when code mutates final fields via deep reflection and introduces explicit controls to scope or deny that behavior. This article breaks down what changes, why it matters for JI...

• Keywords: final java, jdk finalfieldmutation, changes java, modern java, explicit java, describes jdk, mutating final, standard java, warn java, optimizations migration
• Source: javapro.io

FireWire ran external hard drives at full speed when USB physically couldn't, but it still lost

If you used a Mac in the late 1990s or early 2000s, chances are you plugged something into your computer with a FireWire cable at some point. The port looked nothing like the USB connectors most peopl...

• Keywords: usb firewire, macs firewire, firewire mac, usb advantages, computer firewire, firewire used, firewire optimized, compatibility firewire, firewire truly, firewire devices
• Source: xda-developers.com

Forget Synology and DSM, this free NAS distro can revive old PCs as NAS servers

If you’re planning to move away from the cloud by building a Network-Attached Storage rig, you’ve got a bunch of options to choose from. Synology used to be at the apex of the NAS ecosystem back in th...

• Keywords: reliable nas, nas platform, options nas, based nas, simple nas, apex nas, nas offsite, primary nas, nas use, openmediavault nas
• Source: xda-developers.com

Four ways Google Research scientists have been using Empirical Research Assistance

Data Mining & Modeling

• Keywords: data mining, mining modeling, modeling, mining, data
• Source: research.google

From deployment to open standards: Arm advances AI infrastructure for the agentic era

From deployment to open standards: Arm advances AI infrastructure for the agentic era As AI systems evolve from running models to orchestrating autonomous, agentic workflows, the requirements for infr...

• Keywords: agi cpu, cpu orchestrates, ai cloud, ai cpu, cpu infrastructure, infrastructure arm, ai infrastructure, arm agi, cpu agentic, architectures cpus
• Source: newsroom.arm.com

From init to deploy: building with agents and Stripe Projects

Anna Spysz Anna is a Developer Advocate at Stripe based in Portland, Oregon. Previously, she was a Frontend Engineer at AWS, where she helped build products simplifying serverless development such as...

• Keywords: anna developer, anna spysz, spysz anna, anna, stripe based, advocate stripe, stripe, spysz, development aws, engineer aws
• Source: stripe.dev

Germany has become the largest ammunition producer in the world

The US is no longer the leader: Germany has become the largest ammunition producer in the world In Germany, the defense concern Rheinmetall has significantly increased the production of ammunition and...

• Keywords: production ammunition, production capacity, ammunition producer, germany capacity, largest ammunition, production capacities, arms production, increased production, production military, capacity produce
• Source: prm.ua

Germany Overtakes US in Ammunition Production Capacity

<a href="https://news.ycombinator.com/item?id=47944924">Comments&lt;/a>

• Keywords: news ycombinator, href, ycombinator com, ycombinator, href https, comments, https news, 47944924 comments, news, com item
• Source: newsweek.com

Ghostty is ditching GitHub over chronic reliability failures, and no one knows where it's going yet

Summary

• Frequent GitHub outages are disrupting work, happening almost daily, and blocking hours.

• A longtime GitHub user and Ghostty creator will move major projects off GitHub.

• Personal projects...

• Keywords: github reliability, github stability, github outages, github outage, longtime github, frequent github, stay github, leave github, leaving github, github user

• Source: xda-developers.com

GitHub – DOS 1.0: Transcription of Tim Paterson's DOS Printouts

Tim Paterson's DOS listings, containing source code of 86-DOS 1.00 kernel, various PC-DOS 1.00 pre-release kernels and utilities, and the Microsoft BASIC-86 Compiler runtime library. The DOS-related p...

• Keywords: dos listings, library dos, code extracted, source code, dos related, ms dos, dos paterson_listings, dos 00, printed files, files printed
• Source: github.com

GitHub 'No Longer a Place For Serious Work', Says Hashicorp Co-Founder

Hashicorp co-founder Mitchell Hashimoto says GitHub's frequent outages have made it "no longer a place for serious work," prompting him to move his Ghostty terminal emulator project elsewhere after 18...

• Keywords: github outage, lashing github, github frequent, github anymore, outage hashimoto, github failing, github keeping, github longer, status github, github improve
• Source: games.slashdot.org

GitHub Targets Large Merge Problem with Stacked PRs

GitHub has launched a native stacked pull request workflow through a new CLI extension called gh-stack, closing a gap that third-party tools have filled for several years. It aims to resolve the probl...

• Keywords: github stacked, pull requests, branches stack, stacked workflows, stacked workflow, github pull, github handles, stacked pull, cli stacking, develop stacks
• Source: infoq.com

Glean's Model Aims to Redefine Enterprise Search With AI

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. Waldo highlights the...

• Keywords: search model, glean search, search use, ai search, retrieval glean, search fundamental, models glean, agents search, performs search, glean waldo
• Source: aibusiness.com

Gooseworks (YC W23) Is Hiring a Founding Growth Engineer

OpenClaw-style AI coworkers for GTM teams Gooseworks is hiring a Founding Growth Engineer! This is a builder role for someone who lives in Claude Code / Codex / OpenClaw / Hermes and is obsessed with...

• Keywords: growth engineer, growth craft, workspace agents, growing startups, growth startup, ai coworkers, gtm engineers, growth engines, coworkers gtm, gooseworks workspace
• Source: ycombinator.com

Government AI Moves From Experimentation to Workforce Transformation

Artificial intelligence in government is no longer a future-state conversation. It is becoming an operational priority. Public agencies face a familiar equation: rising service demands, aging applicat...

• Keywords: ai adoption, agentic workforce, enterprise ai, deploy ai, agencies approaching, requirements ai, ai changes, changing ai, ai capabilities, ai defined
• Source: efficientlyconnected.com

Gradient Descent from First Principles: Why Adam Outperforms SGD on Transformers

-5517fd7b58a6---4 crawled_date: 2026-04-29T15:13:51.837105+00:00 feed_url: https://levelup.gitconnected.com/feed published: Wed, 29 Apr 2026 14:51:31 GMT

Member-only story Gradient Descent from F...

• Keywords: sgd transformers, optimised adam, transformer trained, adamw implementations, sgd adamw, outperforms sgd, adam outperforms, adamw engineers, trained optimised, gradient descent
• Source: levelup.gitconnected.com

HardenedBSD Is Now Officially on Radicle

Over the past week, I have been working on bringing HardenedBSD's code repositories on Radicle (as most/all of you already know by now.) We are now at the point where Radicle is usable for us. There a...

• Keywords: rad hardenedbsd, radicle config, configure radicle, hardenedbsd ports, radicle httpd, ports rad, config radicle, radicle storage, radicle usable, pkg radicle
• Source: hardenedbsd.org

Hatred of Data Centers Is Irrational and Self-Defeating

What is to be gained by railing against them? <img src="https://i0.wp.com/www.nationalreview.com/wp-content/uploads/2026/04/IMG_5802.jpeg?fit=617%2C360&#038;ssl=1" />

• Keywords: gained railing, railing, railing img, gained, nationalreview, img src, src, src https, www nationalreview, img
• Source: nationalreview.com

Have You Seen the New Excel?

Stop coding. Stop hiring. Stop building. While the tech world obsesses over large language models and neural networks, I discovered the real disruptor that has been hiding in plain sight. Mine was ori...

• Keywords: excel terrified, stop coding, coding stop, excel ecosystem, learn excel, jobs excel, coding, started excel, future developers, modern codebase
• Source: idiallo.com

He asked AI to count carbs 27000 times. It couldn't give the same answer twice

Ask ChatGPT to estimate the carbs in your lunch. Now ask it again. And again. Five hundred times. You’d expect the same answer each time. It’s the same photo, the same model, the same question. But yo...

• Keywords: estimate carbs, carbohydrate estimation, carbohydrate estimate, accuracy diabetes, carbohydrate estimates, overestimate carbs, negligible carbs, ai carb, carbs packet, carbs reference
• Source: diabettech.com

HERMES.md: Anthropic bug causes $200 extra charge, refuses refund

Notifications You must be signed in to change notification settings - Fork 19.8k HERMES.md in git commit messages causes requests to route to extra usage billing instead of plan quota #53262 Descrip...

• Keywords: plan quota, git commits, summary git, add git, git commit, commits prompt, git init, git add, recent git, commits
• Source: github.com

How a Seattle VC firm broke into the $1.1B seed round for a DeepMind legend’s superintelligence startup

The venture world is still digesting the eye-popping debut of London-based Ineffable Intelligence, the new startup from DeepMind legend David Silver, which announced $1.1 billion in funding at a$5.1...

• Keywords: venture partners, venture capital, venture world, venture, northwest venture, lots investors, deepmind started, funding billion, fish investment, startup deepmind
• Source: geekwire.com

How Inflation and Tariffs Impoverish People Differently

One redistributes buying power; the other limits what consumers can use it for.

• Keywords: buying power, limits consumers, redistributes buying, consumers use, power limits, consumers, redistributes, power, buying, limits
• Source: nationalreview.com

How LoopUp Automated 90% of Code Review with Qodo

How LoopUp Automated 90% of Code Review with Qodo LoopUp is a global cloud communications provider that helps large enterprises consolidate telephony into the cloud. The company operates in 106 countr...

• Keywords: cloud supporting, production loopup, cloud company, aws, telephony cloud, built aws, uses aws, aws global, workloads amazon, aws direct
• Source: qodo.ai

How machine learning and optimization work well together

How machine learning and optimization work well together From making predictions to making choices. Hi Friends, Today’s special issue features a guest post from Tim Varelmann, founder of Bluebird Opti...

• Keywords: learning optimization, ai review, develops optimization, ai agent, optimization software, ml optimization, optimization solvers, inside optimization, ai, world optimization
• Source: newsletter.francofernando.com

How the Sentiment-Maxxers Mogged their Way To Hackathon Glory With Entire

How the Sentiment-Maxxers Mogged their Way To Hackathon Glory With Entire Last week, we sponsored our first hackathon at the Big Berlin Hack, laying a prize on the line for our side challenge, a prope...

• Keywords: product intelligence, sentiment maxxers, maxxers sentiment, brand competitors, competitors appear, competitors, sentiment pioneer, ai marketer, sponsored hackathon, dashboard ai
• Source: entire.io

How to Build the Future: Demis Hassabis [video]

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

I accidentally made law enforcement shut down their fake honeypot

What is Operation PowerOFF? Before we get into the funny part, you need a quick summary. Operation PowerOFF is a massive international effort to stop DDoS for hire services. While it includes agencies...

• Keywords: digging cyberzap, cyberzap site, netcrashers cyberzap, cyberzap covert, operation poweroff, operation_poweroff, operation_poweroff yes, poweroff recently, poweroff funny, combats cybercrime
• Source: lina.sh

I benchmarked Claude Code's caveman plugin against "be brief."

I benchmarked caveman against two words Caveman, a popular Claude Code compression plugin, vs. "be brief." 24 prompts, six categories, five arms. The two-word prompt matched it on tokens and quality....

• Keywords: benchmarked caveman, code compression, compressing caveman, compression plugin, quality caveman, compressing words, responses compression, prose compression, compression style, caveman plugin
• Source: maxtaylor.me

I'd do these 5 things differently if I were setting up my home network from scratch

My existing home network has been a patchwork of sorts over the course of six years. I had to replace the Ethernet cables when we first moved here, since the pre-installed cables were Cat5. I tried a...

• Keywords: ethernet house, home network, networking choices, better networking, 6a ethernet, replace ethernet, later networking, cables router, cabling router, reliably ethernet
• Source: xda-developers.com

I moved my entire Linux home directory to a second drive, and nothing broke

Moving your entire Linux home directory sounds like one of those tweaks that should come with a warning label and a backup drive sitting nearby. Your home folder holds your documents, downloads, appli...

• Keywords: linux home, moving home, linux upgrade, fresh linux, drive linux, linux feel, setup moving, cleanly linux, linux comfortable, desktop environment
• Source: xda-developers.com

I rebuilt my home server after 3 years, and these mistakes nearly cost me everything

As someone who has been a part of the home lab ecosystem for almost a decade, I’ve cycled between several devices over the years. Heck, I’ve switched distributions, container runtimes, and virtualizat...

• Keywords: pci devices, pci, pass pci, xeon workstation, virtualization, gpu passthrough, virtualization platforms, runtimes virtualization, ryzen based, virtual machines
• Source: xda-developers.com

I replaced five paid subscriptions with Claude, and none were coding tools

No one truly likes paying for subscriptions. Sure, the tools you're paying for might make spending your hard-earned money feel justified. But somewhere between the third and seventh recurring charge o...

• Keywords: paying subscriptions, paying apps, budgeting apps, budgeting app, subscriptions, subscription, paying tool, make spending, longer budgeting, curb spending
• Source: xda-developers.com

I stopped underestimating my 3D printer after seeing 4 amazing features it could pull off

Most people might get an Ender 3 or a Bambu Labs A1, print a handful of low-poly figures, maybe a headphone stand, and eventually relegate the printer to a corner of the room. There's a persistent myt...

• Keywords: 3d printers, fdm printers, 3d printing, 3d printed, 3d print, 3d printer, printer 3d, newcomers printers, aesthetic prints, printing model
• Source: xda-developers.com

I used Obsidian wrong for a year, here's the folder setup that finally clicks

When I started my Obsidian journey, I was inspired by stunning, graph-heavy setups that looked like digital masterpieces, and for a year, I tried to force my brain into one of them. I spent more time...

• Keywords: folder mentality, organize, workflow obsidian, obsidian organization, streamlined folder, folders essentially, folders boring, folders hunting, organization output, folder maximalist
• Source: xda-developers.com

I’ve used the Nvidia Shield TV for years — and I’m not switching

TVs are still absurdly slow, even in 2026. If you've used a Google TV, LG webOS, or Samsung Tizen TV, you already know how painful the experience is. When you first turn on the TV, it takes close to a...

• Keywords: tv usable, relying tv, make tv, tv streaming, tv handling, tv nvidia, tv best, tv widely, ram tvs, google tv
• Source: xda-developers.com

In-house experimentation platforms are a house of cards

The pitch always starts the same way. "Our engineers can build this with a small team in one year." It sounds reasonable. You've done harder things. One year later, you're usually still building. Or t...

• Keywords: experimenting organizations, companies experimentation, experimentation companies, building experimentation, experimentation infrastructure, experimentation platforms, internal experimentation, experiment managers, experimentation platform, experimentation programs
• Source: optimizely.com

Inside Atlassian’s Merge Queues: How we ship faster with fewer incidents

At Atlassian, we use Merge Queues to ship frequent changes with confidence and streamline pull request merges. Across some of our busiest codebases, Merge Queues have sharply reduced incident frequenc...

• Keywords: merging increasingly, merge queues, fewer merge, unreliable merging, merge queue, safer merges, merges atlassian, merge strategy, predictable merges, queue merge
• Source: atlassian.com

Inside China’s Machine: The Platform War

Inside China’s Machine: The Platform War Four Tech Giants. Four Strategies: Super-App, Token Hub, Full Stack, Distribution Flood. No Clear Winner. One Map. The enterprise software stack in the United...

• Keywords: agent enterprise, enterprise agents, china agent, agents china, cloud agents, platform china, chinese agents, ai company, companies agent, business china
• Source: robonaissance.com

Interoperability Between Unity Catalog and Google BigQuery via Catalog Federation

Deepening interoperability with Google Cloud through open standards by John Spencer and Jason Reid Today, we're excited to announce that customers can now access the same copy of data from either Data...

• Keywords: catalog databricks, catalog federation, catalog federated, data ecosystem, external catalogs, catalog bigquery, catalog unified, interoperability google, google cloud, interoperable data
• Source: databricks.com

Introducing AutoSP

Increasingly, Large-Language-Models (LLMs) are being trained for extremely long-context tasks, where token counts can exceed 100k+. At these token counts, out-of-memory (OOM) issues start to surface,...

• Keywords: sequence aware, autosp sequence_parallel_size, parallel training, parallelism code, autosp deepcompile, automated compiler, code deepspeed, autosp compiler, compiler ecosystem, instantiate deepspeed
• Source: pytorch.org

It's not [X], it's [Y].

It's not [X], it's [Y]. Stop using this expression right away. You sound like an AI. If you use this pattern, I instantly know you’re using AI: “It’s not [thing], it’s [other thing].” Negative paralle...

• Keywords: ai writes, ai writing, audit ai, audits ai, ai text, ai drafts, ai edit, machine written, ai thing, caught ai
• Source: ruben.substack.com

Java Application Monitoring: JMX, Micrometer, and Spring — When to Use What

-5517fd7b58a6---4 crawled_date: 2026-04-29T15:13:51.837105+00:00 feed_url: https://levelup.gitconnected.com/feed published: Wed, 29 Apr 2026 14:50:13 GMT

Member-only story Java Application Monito...

• Keywords: kafka certificate, monitoring jmx, java monitoring, kafka cluster, kafka client, metric kafka, study kafka, production kafka, certificate monitoring, jmx micrometer
• Source: levelup.gitconnected.com

Just wrapped our quarterly earnings call.We are focused on delivering AI infrastructure and solutions that empower every business to eval-max their outcomes in this agentic computing era. Our AI business surpassed a $37 billion annual revenue run rate, up 123%. We are at the beginning of one of the most consequential platform shifts that will change the entire tech stack as we move from end-user driven workloads to workloads driven by end-users and agents. …You can read more about our results here…

Just wrapped our quarterly earnings call. We are focused on delivering AI infrastructure and solutions that empower every business to eval-max their outcomes in this agentic computing era. Our AI busi...

• Keywords: ai infrastructure, ai business, workloads agent, agent platform, platform agents, delivering ai, agent driven, using agents, ai redesign, agents building
• Source: linkedin.com

Lesson 47: Cross-Cluster Networking - Production-Grade Multi-Cluster Communication

Lesson 47: Cross-Cluster Networking - Production-Grade Multi-Cluster Communication What We’re Building Today Today’s implementation delivers a production-ready cross-cluster networking system demonstr...

• Keywords: kubernetes clusters, services clusters, clusters enabling, failover cluster, cluster networking, clusters communicate, monolithic clusters, multiple clusters, cluster api, regional clusters
• Source: handsonk8s.substack.com

Letting AI play my game – building an agentic test harness to help play-testing

<a href="https://news.ycombinator.com/item?id=47947525">Comments&lt;/a>

• Keywords: news ycombinator, href, ycombinator com, ycombinator, href https, comments, https news, 47947525 comments, news, com item
• Source: blog.jeffschomay.com

Linux 7.0 Broke PostgreSQL: The Preemption Regression Explained

☕ Welcome to The Coder Cafe! On April 3, 2026, Salvatore Dipietro, an engineer at AWS, posted a patch to the Linux kernel mailing list. The reason: on a 96-vCPU Graviton4 machine running Linux 7.0, Po...

• Keywords: slow postgresql, performance postgresql, benchmarked postgresql, postgresql hit, postgresql throughput, faults benchmark, throughput linux, throughput workloads, hardware workload, postgresql memory
• Source: read.thecoder.cafe

llm 0.32a0

29th April 2026 Recent articles

• LLM 0.32a0 is a major backwards-compatible refactor - 29th April 2026

• Tracking the history of the now-deceased OpenAI Microsoft AGI clause - 27th April 2026

• DeepS...

• Keywords: 2026 deepseek, april 2026, 2026 recent, refactor 29th, microsoft agi, 2026, openai microsoft, 27th april, 24th april, 29th april

• Source: simonwillison.net

LLM 0.32a0 is a major backwards-compatible refactor

LLM 0.32a0 is a major backwards-compatible refactor 29th April 2026 I just released LLM 0.32a0, an alpha release of my LLM Python library and CLI tool for accessing LLMs, with some consequential chang...

• Keywords: llm python, llm get_model, llm model, model llm, llm api, llm assistant, llm modeled, import llm, text llm, llm import
• Source: simonwillison.net

Looking for Ruby on Rails Jobs

<p>Hi, I’m Mohammad Yasir from India a Ruby on Rails developer with 1.3 years of experience, currently open to paid opportunities.</p> <p>I’m currently contributing as a volunteer Rails developer at M...

• Keywords: rails developer, role freelance, volunteer rails, resume, paid role, freelance experience, freelance, ycisir resume, ruby rails, rails
• Source: discuss.rubyonrails.org

Making AI chatbots friendly leads to mistakes and support of conspiracy theories

<a href="https://news.ycombinator.com/item?id=47949538">Comments&lt;/a>

• Keywords: news ycombinator, href, ycombinator com, ycombinator, href https, comments, https news, 47949538 comments, com item, news
• Source: theguardian.com

Measuring the Leaps of Thought: A New Benchmark for Artificial Creativity

---2 crawled_date: 2026-04-29T15:13:51.837105+00:00 feed_url: https://nyudatascience.medium.com/feed published: Wed, 29 Apr 2026 14:50:58 GMT

Measuring the Leaps of Thought: A New Benchmark for A...

• Keywords: creativity thinking, creativity measured, thinking models, results thinking, creativity, human creativity, artificial creativity, creativity required, associative creativity, creativity introduced
• Source: nyudatascience.medium.com

Microsoft Cloud and AI strength fuels third quarter results

Press Release & Webcast Earnings Release FY26 Q3 Microsoft Cloud and AI Strength Fuels Third Quarter Results REDMOND, Wash. — April 29, 2026 — Microsoft Corp. today announced the following results for...

• Keywords: current earnings, cloud revenue, earnings, earnings release, net income, gaap results, microsoft investor, quarterly earnings, download earnings, demand microsoft
• Source: microsoft.com

Microsoft Cloud and AI strength fuels third quarter results

REDMOND, Wash. — April 29, 2026 — Microsoft Corp. today announced the following results for the quarter ended March 31, 2026, as compared to the corresponding period of last fiscal year:

• Revenue was...

• Keywords: gaap financial, gaap results, earnings, net income, revenue increased, year revenue, microsoft business, quarterly earnings, cloud revenue, revenue productivity

• Source: news.microsoft.com

Microsoft earnings press release available on Investor Relations website

REDMOND, Wash. — April 29, 2026 — Microsoft Corp. on Wednesday announced that fiscal year 2026 third-quarter financial results are available on its Investor Relations website. The direct link to the e...

• Keywords: 2026 microsoft, investor microsoft, microsoft investor, news microsoft, microsoft corp, microsoft, www microsoft, perspectives microsoft, visit microsoft, microsoft visit
• Source: news.microsoft.com

Microsoft Phone Link completely dropped the ball, but here's what I use instead

Windows 11 can be a pest, reminding you to link your phone to the OS using Phone Link, but I gave up on that utility years ago. It's built on a solid premise: if the basic bits of your handheld were a...

• Keywords: microsoft phone, link phone, phone pc, android windows, pc phone, devices windows, operating phone, workstation phone, phonelink allows, phone os
• Source: xda-developers.com

Microsoft Releases .NET 11 Preview 3 with Updates Across Runtime, SDK, MAUI, and ASP.NET Core

Microsoft has released .NET 11 Preview 3, the third preview of its upcoming Standard Term Support version, which is scheduled for general availability in November 2026. As reported, this update brings...

• Keywords: dotnet core, runtime microsoft, dotnet run, dotnet sln, available dotnet, net core, dotnet, preview support, preview features, cli dotnet
• Source: infoq.com

Microsoft tops Wall Street expectations, reports accelerating Azure growth and $37B AI run rate

Microsoft’s Azure cloud business accelerated in the March quarter, growing 40% and topping the company’s own forecast, giving the tech giant a new answer to questions about its ability to translate re...

• Keywords: microsoft stock, azure cloud, microsoft azure, azure, microsoft disclosed, cloud business, release microsoft, microsoft said, cloud gaining, months microsoft
• Source: geekwire.com

Mistral AI Introduces Workflows for Orchestrating Enterprise AI Processes

Mistral AI has launched Workflows, an orchestration layer for enterprise AI that is now in public preview. This release addresses a significant challenge as AI models and agents become more advanced,...

• Keywords: workflows mistral, workflows python, monitor workflows, processes workflows, workflows, die workflows, ai processes, ai deployment, workflows builds, workflows available
• Source: infoq.com

Mistral Medium 3.5

Remote agents in Vibe. Powered by Mistral Medium 3.5. Introducing Mistral Medium 3.5, remote coding agents in Vibe, plus new Work mode in Le Chat for complex tasks. Coding agents have mostly lived on...

• Keywords: cloud agents, vibe remote, remote coding, agent vibe, agents vibe, remote agents, coding agents, agents mistral, vibe coding, agents async
• Source: mistral.ai

Molmo learns to point and act

<div style="display: flex;"> <div>MolmoPoint and MolmoWeb extend the Molmo family from visual understanding to visual action, giving researchers open tools for models that can point, nav...

• Keywords: molmopoint molmoweb, molmo learns, div molmopoint, molmopoint, molmo, molmoweb, extend molmo, molmo family, molmoweb extend, point navigate
• Source: allenai.org

Musk Testifies OpenAI Was Created As Nonprofit To Counter Google

Elon Musk testified on day two of his trial against OpenAI, saying he helped create the company as a nonprofit counterweight to Google and would not have backed it if the goal had been private profit....

• Keywords: musk testified, attorneys musk, musk lawsuit, elon musk, reports musk, musk said, musk openai, jury musk, musk, human musk
• Source: yro.slashdot.org

My motherboard's debug LED saved me hours of troubleshooting once I learned how to use it

One of the most unavoidable realities of owning a PC is eventually running into a dreaded boot loop or a persistent POST error. These system-halting roadblocks can hit you any time of the week for a c...

• Keywords: motherboard debug, hardware failing, debug leds, swapping diagnostic, stubborn debug, debug led, debug card, various debug, motherboard post, pc boots
• Source: xda-developers.com

New Grads are 1.5x More Likely to Use AI Daily. Here’s Why That Matters for Your Hiring Strategy.

You’re investing in AI tools. Who on your team actually knows how to use them? The answer might be the people you’ve stopped hiring. At Big Tech and startups, the share of hires with one year or less...

• Keywords: ai hiring, investigate ai, treat ai, adopt ai, atlassian ai, ai adopters, grads ai, ai adoption, ai habits, occupations ai
• Source: atlassian.com

NotebookLM Tools saved me from tab-switching chaos, and now I can't imagine working without it

Before I found NotebookLM Tools, I was adding sources the hard way. I would either copy the URL and add it to a notebook or search for sources within it. But if I found a source for a different topic,...

• Keywords: source notebooklm, notebooklm tools, tools notebooklm, add notebooklm, use notebooklm, notebooklm notebook, clicked notebooklm, notebooklm make, add notebook, existing notebook
• Source: xda-developers.com

NVIDIA Sets Conference Call for First-Quarter Financial Results

NVIDIA will host a conference call on Wednesday, May 20, at 2 p.m. PT (5 p.m. ET) to discuss its financial results for the first quarter of fiscal year 2027, which ended April 26, 2026. The call will...

• Keywords: investor nvidia, nvidia provide, ahead nvidia, nvidia com, nvidia host, nvidia, company conference, announced approximately, conference wednesday, conference discuss
• Source: nvidianews.nvidia.com

👁️ Nvidia Unveils Nemotron 3 Nano Omni

Good Morning! Nvidia just dropped a major update to its open-source lineup, introducing a lightweight "Omni" model that natively unifies text, vision, and speech to power the next generation of AI age...

• Keywords: ai assistant, ai tools, ai agent, ai expert, new ai, ai agents, multimodal agentic, open ai, ai, expert talent
• Source: simplifyingcomplexity.tech

Online age verification is the hill to die on

🧵 THREAD 1/ Online age verification is the hill to die on. Not a fight you can sit out. Not a battle you can skip. Not a policy you can afford to ignore while you focus on something else. This is it....

• Keywords: age verification, online age, monitored age, digital id, digital ids, verify kids, identity verification, content age, verification requires, verification laws
• Source: xcancel.com

Online age verification is the hill to die on

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

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

Open sourcing Nimbalyst: the visual workspace for building with Codex, Claude Code, and more

Open sourcing Nimbalyst: the visual workspace for building with Codex, Claude Code, and more Today we are open-sourcing Nimbalyst, the visual workspace for building with Codex, Claude Code, and more....

• Keywords: sourcing nimbalyst, codebase nimbalyst, agents codebase, licensed collaborate, licensed collaboration, workspace agent, building codex, coding agents, developer tools, coding workspace
• Source: nimbalyst.com

OpenClaw vs Claude Code: Which Agent Layer Are You Actually Choosing?

-5517fd7b58a6---4 crawled_date: 2026-04-29T15:13:51.837105+00:00 feed_url: https://levelup.gitconnected.com/feed published: Wed, 29 Apr 2026 14:51:07 GMT

Member-only story OpenClaw vs Claude Code...

• Keywords: openclaw vs, evaluating openclaw, openclaw designed, openclaw claude, openclaw, useful openclaw, story openclaw, code agent, agentic coding, execution quality
• Source: levelup.gitconnected.com

Opinion: AI is not a product — it’s an environment

Editor’s note: Bill Hilf is the former CEO of Vulcan/Vale Group, current board chair of Ai2 and American Prairie, and the author of the new sci-fi novel,”The Disruption,” which explores the topics of...

• Keywords: ai infrastructure, ai business, ai civilizational, building ai, ai engineering, infrastructure ai, ai, ai create, durable ai, ai natural
• Source: geekwire.com

Playing With Fire

<p>Jer Crane, in an article earlier this week posted on Twitter/X:</p>

<blockquote> <p>I’m Jer Crane, founder of PocketOS. We build software that rental businesses — primarily car rental operators...

• Keywords: coding agent, coding agents, business ai, rental operators, agent sandboxed, agent, crane article, jer crane, agent cursor, agents run
• Source: x.com

Powering AI Factories with NVIDIA Enterprise Reference Architectures

The next wave of enterprise productivity is being built on AI factories. As organizations deploy agentic AI systems capable of reasoning, automation, and real-time decision-making at scale, competitiv...

• Keywords: nvidia ai, ai factory, nvidia enterprise, ai nvidia, ai factories, enterprise ai, architectures nvidia, nvidia enterprises, industrial ai, ai built
• Source: developer.nvidia.com

Presentation: Agents, Architecture, & Amnesia: Becoming AI-Native Without Losing Our Minds

Transcript Tracy Bannon: How many of you have watched the 1940s movie from Disney called Fantasia? It was classical music, hand-drawn animations, no voiceovers at all. I think there are three or four...

• Keywords: sorcerer apprentice, watching sorcerer, apprentice apprentice, story sorcerer, apprentice broom, leaves apprentice, apprentice, apprentice remember, apprentice just, sorcerer finishes
• Source: infoq.com

Printing and Saving PDFs From Web Apps

Printing from a browser looks trivial — until you try it. A modern web UI is built around a scrolling viewport, virtualized lists, fixed drawers and other overlays that the user never thinks about, bu...

• Keywords: printing browser, printer vaadin, vaadinicon print, print preview, print media, media print, printing virtualized, html printing, printer browser, native print
• Source: blog.vaadin.com

Prometheus WAL: the silent disk growth nobody diagnoses correctly

Prometheus WAL: the silent disk growth nobody diagnoses correctly Write-ahead log internals, checkpointing, replay, and how cardinality becomes a disk problem You don't think about the write-ahead log...

• Keywords: prometheus_tsdb_wal_corruptions_total, alert prometheus_tsdb_wal_corruptions_total, prometheus_tsdb_wal_corruptions_total non, outages prometheus_tsdb_wal_corruptions_total, prometheus_tsdb_wal_corruptions_total cardinality, prometheus buffers, prometheus wal, prometheus writes, prometheus reads, prometheus monitoring
• Source: podostack.com

Proposal: has_many_ids — association macro for PostgreSQL array columns

<p>Hi Aaron.</p> <p>Did you post this to GitHub? I didn’t see has_many_ids or belongs_to_many at <a class="inline-onebox" href="https://github.com/arianf" rel="noopener nofollow ugc">arianf (Arian Fau...

• Keywords: activerecord associations, has_many association, activerecord, has_array_of activerecord, has_many, belongs_to_many, associations postgresql, has_many_ids, column has_many, belongs_to_many class
• Source: discuss.rubyonrails.org

Proposal: has_many_ids — association macro for PostgreSQL array columns

<p>Hi All!</p> <p>This has long been supported by my PG gem.</p> <aside class="onebox allowlistedgeneric"> <header class="source"> <img alt="" class="site-icon" height="32" src="https://global...

• Keywords: pg gem, torque postgresql, com rubyonrails, gem want, rails, gem, features gem, supported pg, onebox body, rubyonrails
• Source: discuss.rubyonrails.org

QCon AI Boston 2026 Schedule: Agents in Production, Inference Cost, and AI in the SDLC

The full schedule for QCon AI Boston 2026 is now live. Running June 1-2 at Boston University, the two-day program groups sessions around the engineering problems that come after the AI demo: getting a...

• Keywords: engineering agents, ai agent, agent infrastructure, ai agents, agent engine, ai infrastructure, agent production, coding agents, agents production, agents agents
• Source: infoq.com

Ramp's Sheets AI Exfiltrates Financials

Threat Intelligence Table of Content Ramp’s Sheets AI Exfiltrates Financials A vulnerability in Ramp's Sheets AI allowed the agent to insert formulas that made external network requests without user a...

• Keywords: malicious formulas, malicious formula, formula attacker, victim_sensitive_financial_data_here malicious, ai security, ai exfiltrating, insert malicious, inserts malicious, exfiltration confidential, ramp security
• Source: promptarmor.com

Raspberry Pi Connect may control Windows soon

Raspberry Pi Connect may control Windows soon Support for remote controlling Windows PCs may be added to Raspberry Pi Connect, Raspberry Pi's free remote access service. When they announced Pi Connect...

• Keywords: connect windows, realvnc offer, like realvnc, realvnc, competitor realvnc, controlling windows, remote access, realvnc basic, remote controlling, windows pi
• Source: jeffgeerling.com

Realtime PostgreSQL: From Data Connect to SQL Connect

At Cloud Next, we’ve announced Realtime PostgreSQL, Native SQL support, custom resolvers, and more. Firebase Data Connect started with a simple goal: bring the Firebase developer experience to relatio...

• Keywords: firebase sql, sql firebase, firebase, officially firebase, defines firebase, firebase known, firebase data, realtime postgresql, functions firebase, firebase developer
• Source: firebase.blog

Reiner Pope – The math behind how LLMs are trained and served

Did a very different format with Reiner Pope - a blackboard lecture where he walks through how frontier LLMs are trained and served. It’s shocking how much you can deduce about what the labs are doing...

• Keywords: architecture reiner, ai hardware, expensive compute, architecture ml, stack ai, ai architectures, scratch computing, fundamentally ai, architectures, architecture training
• Source: dwarkesh.com

Rethinking SQL ETL for modern data platforms

Reduce cost and complexity by unifying fragmented SQL pipelines on a single platform by Matt Jones and Shanelle Roman SQL is the foundation of modern data work. It’s how analytics engineers define tra...

• Keywords: etl pipelines, sql pipelines, data pipelines, infrastructure sql, etl workflows, sql etl, pipelines managing, manage pipelines, pipelines efficiently, pipelines sql
• Source: databricks.com

Rise of the Forward Deployed Engineer

Enterprise technology leaders are drowning in AI commentary. LLMs. Agents. Vibe coding. The analyst decks keep coming. But the hard question nobody is answering is this: Who actually wires AI into you...

• Keywords: enterprise ai, deploy ai, ai production, ai vendors, ai hfs, ai transformation, ai partnership, layer enterprise, ai services, ai driven
• Source: hfsresearch.com

Ruby 4.0.2 performance issues

<p>There was zjit introduced in 4.0. yjit is setup by default.</p> <p>That is the main thing that comes to mind but I have no experience with this causing issues for me. I don’t know if Heroku would e...

• Keywords: heroku enable, heroku, know heroku, yjit setup, zjit introduced, zjit, introduced yjit, yjit, enable default, default main
• Source: discuss.rubyonrails.org

Running local LLMs every day for five months broke every assumption I had about them

I got into local LLMs because it seemed interesting, if I’m being completely honest. Running my own AI on my own hardware just felt like something worth trying, and not because I had a specific gap to...

• Keywords: cloud ai, local ai, local llms, local llm, google openai, cloud models, llms interesting, use cloud, cloud, servers local
• Source: xda-developers.com

Salesforce Hosted MCP Servers Are Now Generally Available

Parker Harris said it himself: “Why should you ever log into Salesforce again?” This is where the enterprise interface is heading; the AI revolution is here. Today, Salesforce hosted MCP servers are g...

• Keywords: mcp salesforce, mcp servers, salesforce mcp, mcp server, hosted mcp, access mcp, mcp existing, mcp compatible, ai client, agents mcp
• Source: developer.salesforce.com

SAP's latest API policy raises the stakes for your AI strategy | Blog | Fivetran

Just this week, SAP published a new API policy that's already generating significant pushback from customers, partners, and the broader SAP community. And one thing in the policy is hard to miss: it e...

• Keywords: apis sap, ai sap, sap wants, access sap, sap, sap data, running sap, sap today, sap updated, sap controlled
• Source: fivetran.com

Sauce Labs Launches AI Agent to Automate Test Creation and Close the DevOps “Velocity Gap”

Sauce Labs has announced the general availability of Sauce AI for Test Authoring, an AI-driven agent designed to translate business intent directly into executable test suites, marking a shift toward...

• Keywords: ai testing, test automation, software testing, testing tools, ai test, test generation, automated test, driven testing, sauce ai, tests sauce
• Source: infoq.com

Scoring the Jensen-Dwarkesh debate

Scoring the Jensen-Dwarkesh debate Export controls are holding back Chinese AI. Should we keep them? I’m a little late to the party on this one, but two weeks ago, Dwarkesh Patel had a really excellen...

• Keywords: argues china, preventing china, argument china, debate export, china ai, interviewers adversarial, chinese ai, huang claims, controls china, dwarkesh conversation
• Source: noahpinion.blog

Scout AI Raises $100M to Build ‘AI Brain' for Autonomous Warfare

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 fund raise comes...

• Keywords: scout ai, ai companies, ai defense, military ai, ai develops, develops ai, defense ai, ai force, release ai, ai innovation
• Source: aibusiness.com

Security Update: CVE-2026-42208 in LiteLLM Proxy

Security Update: CVE-2026-42208 in LiteLLM Proxy We recently published a security advisory for LiteLLM Proxy. We received a report through our bug bounty program regarding a SQL injection vulnerabilit...

• Keywords: vulnerability litellm, litellm bug, litellm proxy, issue litellm, litellm security, patched vulnerable, litellm report, proxy validates, litellm releases, reported litellm
• Source: docs.litellm.ai

Show HN: A new benchmark for testing LLMs for deterministic outputs

copy markdown LLMs are increasingly deployed to produce structured data from unstructured and semi-structured sources, parsing invoices, medical records, meeting transcripts, and converting PDFs to da...

• Keywords: benchmarks jsonschemabench, output benchmarks, markdown llms, benchmark separate, evaluates structured, pure structured, structured, structured data, structured output, produce structured
• Source: interfaze.ai

Show HN: Adblock-rust Manager – Firefox extension to enable the Brave ad blocker

A Firefox extension that enables and manages Firefox's built-in adblock-rust engine — Brave's open-source, Rust-based ad and tracker blocking engine, quietly shipped in Firefox 149. In March 2026, Fir...

• Keywords: adblock rust, protection adblock, built adblock, disable firefox, mark adblock, latest adblock, globally adblock, adblock, instantly adblock, ad blocking
• Source: github.com

Show HN: Rip.so – a graveyard for dead internet things

_ .((. ,..-''~~``-.._ ,' ', /
| | | ____ ___ ____ | | | _ \ |_ | | _ \ | | | |) | | | | |) | | | | _ < | | | __/ | | || _\ || || | | | | . s o . | | | |__________________| /...

• Keywords: ______________________________ rip, graveyard internet, digital graveyard, internet moves, rip digital, ascii dead, __________________________, ____________________________, ______________________________, ___ __________________________
• Source: rip.so

‘Sordid and Small’

<p>Matteo Wong, covering <em>Musk v. Altman</em> for The Atlantic (gift link):</p>

<blockquote> <p>Musk is asking that Altman be removed from OpenAI’s board, that the company convert back to a nonp...

• Keywords: openai charitable, nonprofit return, musk altman, lawsuit openai, couldn nonprofit, nonprofit, musk lawsuit, openai leadership, billion musk, evolved nonprofit
• Source: theatlantic.com

Stardex Is Hiring a Founding Customer Success Lead

Stardex is an AI-native ATS and CRM built for executive search and recruiting firms. We're backed by Y Combinator and serve some of the leading US based executive search firms. Our customers are opera...

• Keywords: hire stardex, stardex, stardex ai, founders handling, stardex ll, sanket stardex, onboarding customer, recruiting firms, success saas, founders
• Source: ycombinator.com

Stripe data now available on Databricks via Databricks Marketplace

Analyze payment and business data directly in your Databricks workspace with Delta Sharing for AI-native analysis - no ETL required. by Justin Fenton, Harish Gaur and Matt Napoli Activate Stripe Data...

• Keywords: stripe data, stripe api, stripe infrastructure, stripe integration, data databricks, databricks marketplace, stripe payment, available databricks, databricks immediately, databricks
• Source: databricks.com

Daily Summary

Total articles: 217

Overall

-5517fd7b58a6---4 crawled_date: 2026-04-29T15:13:51.837105+00:00 feed_url: https://levelup.gitconnected.com/feed published: Wed, 29 Apr 2026 14:51:15 GMT

Member-o...

• Keywords: 10gb ethernet, 10g ethernet, data network, translation apis, research 10gb, ethernet, ethernet actually, metrics clients, data center, networking

System Design Series: Apache Flink from 10,000 Feet, and Building a Flink-powered Recommendation Engine

If you feel the same way, you’re in good company. There’s good reason to learn about Flink, it’s one of the most popular tools in software engineering right now. Netflix uses it for near-real-time ano...

• Keywords: flink stream, flink distributed, streaming data, data streaming, streaming maintaining, streaming systems, data streams, streaming infrastructure, flink reports, concepts flink
• Source: towardsdatascience.com

Tangled – We need a federation of forges

GitHub seems to be crumbling the past couple of weeks. Whatever the reason, ultimately its not great for 90% of the world's OSS to depend on one provider. Centralized systems always crumble; it's the...

• Keywords: github git, github, git servers, github crumbling, transfer github, like github, github website, comms github, git, github code
• Source: blog.tangled.org

Tech Moves: Former Microsoft VP to lead Inteum; Veeam, mpathic add execs; past Tune CEO’s new role

— Former Microsoft and Amazon exec Angus Norton is now CEO of Inteum, an IP management platform for university technology transfer offices. Norton joins the Kirkland, Wash.-based company from Bodhi Ve...

• Keywords: norton ceo, offices norton, norton joins, norton launched, norton, norton said, based company, years norton, angus norton, venture labs
• Source: geekwire.com

TechXchange: Hypervisors, Containers, and Virtual Machines

TechXchange: Hypervisors, Containers, and Virtual Machines Building embedded system software can be challenging given the wide range of constraints from the amount of available memory to hardware secu...

• Keywords: virtualization containers, containers hypervisor, security virtualization, hypervisors containers, hardware virtualization, architectures containers, containers virtual, virtualization isolate, architectures virtualization, virtualization
• Source: electronicdesign.com

Tell HN: An update from the new Tindie team

Received by email tonight about two hours ago:Dear Tindie Community, My name is Gongyu Su, and I am writing on behalf of the new Tindie ownership team. First, we sincerely apologize for the recent dow...

• Keywords: tindie ownership, tindie owned, contact tindie, tindie support, behalf tindie, support tindie, concern tindie, tindie community, experience tindie, tindie team
• Source: news.ycombinator.com

The 5 best Firebase Auth alternatives in 2026

The 5 best Firebase Auth alternatives in 2026 Five platforms for teams who've outgrown Firebase Auth's B2B gaps and Google Cloud lock-in. Firebase Authentication has been the default starting point fo...

• Keywords: firebase auth, firebase authentication, auth0 firebase, choosing firebase, firebase alternatives, auth firestore, firebase alternative, firebase entirely, auth alternatives, consider firebase
• Source: workos.com

The Abstraction Fallacy: Why AI can simulate but not instantiate consciousness

<a href="https://news.ycombinator.com/item?id=47951582">Comments&lt;/a>

• Keywords: news ycombinator, href, ycombinator com, ycombinator, href https, 47951582 comments, comments, https news, com item, news
• Source: deepmind.google

The AI Product Sense Interview Guide

The AI Product Sense Interview Guide A new mock, the real questions companies ask in April 2026, and what 6 months of coaching data revealed. From Ankit Virmani’s recent AI PM job search. Jaclyn Konze...

• Keywords: ai product, interviewing ai, sense ai, sense interview, ai companies, ai company, company ai, product sense, sense interviewing, asks ai
• Source: news.aakashg.com

The best tool to install Windows 11 just became my favorite debloater

In 2026, debloating Windows 11 before or after you install it isn't even a question for those who're done with the amount of "Microslop" it comes with. Microsoft has been stuffing Windows 11 with unne...

• Keywords: win11 debloater, win11 install, create win11, rufus debloats, win11 bootable, bootable windows, windows iso, windows 11, win11debloat, install windows
• Source: xda-developers.com

The collapsible electric Tatamel Bike is quietly changing how a city moves

The collapsible electric Tatamel Bike is quietly changing how a city moves Tokyo-based start-up Icoma makes this electric two-wheeler that can be collapsed to the size of a suitcase. This Monocle Desi...

• Keywords: tatamel bikes, tatamel bike, scooters tatamel, idea scooter, foldable scooter, bike tatameru, foldable motorcycles, budget scooter, scooters built, building scooters
• Source: monocle.com

THE DATA PHARAOHSChapter Six: The Men Who Held the World Together

-5517fd7b58a6---4 crawled_date: 2026-04-29T15:13:51.837105+00:00 feed_url: https://levelup.gitconnected.com/feed published: Wed, 29 Apr 2026 14:50:23 GMT

Member-only story THE DATA PHARAOHSChapte...

• Keywords: ancient egypt, egypt circa, trades egypt, ancient, pharaohschapter men, human history, scribe outlives, scribe, scribe scribe, egypt built
• Source: levelup.gitconnected.com

The Strands Agents Community Has a New Home

If you’ve been building with Strands Agents, you’ve probably hit a point where you wanted to ask someone a question, show off what you built, or just compare notes on how other people are solving the...

• Keywords: build agents, agents discord, github, agents tools, strands agents, community developers, github issues, community strands, github allows, strands team
• Source: strandsagents.com

Third Editor Fired in Elsevier's Citation Cartel Crackdown

Third Editor Fired in Elsevier's Citation Cartel Crackdown; Hundreds of Papers At Risk of Retraction "This is not a series of coincidences; it is a blatant, industrial-scale quid pro quo." Two weeks a...

• Keywords: elsevier replaced, goodell elsevier, fired elsevier, elsevier citation, elsevier announced, editor elsevier, elsevier elsevier, elsevier firing, journal elsevier, journal goodell
• Source: chrisbrunet.com

This 17-inch powerhouse laptop just became more affordable thanks to a $300 discount

LG probably isn't the first brand you'd think about when considering a new laptop. However, the brand has been making some fantastic laptops for some time and has quite a robust lineup to choose from....

• Keywords: large laptop, looking laptop, wanting laptop, solid laptop, laptop better, new laptop, laptop pretty, good laptop, laptop specifications, laptop lots
• Source: xda-developers.com

This open-source dashboard finally gave me the unified view my home lab desperately needed

Running a home lab starts simply with a few containers for media and photo backups, and maybe Home Assistant to build out a smart home. But once you start going down the rabbit hole, the setup grows f...

• Keywords: dashboard network, containers homelab, containers infrastructure, docker monitoring, docker dashboards, containers network, unified dashboard, discovery docker, manage containers, homelabinfo dashboard
• Source: xda-developers.com

Three thoughts on the Musk-OpenAI lawsuit

Three thoughts on the Musk-OpenAI lawsuit It’s hard to root for either side, but Musk has a point. I don’t trust either party, and have spoken publicly again both. Musk’s company would stand to gain i...

• Keywords: openai nonprofit, openai lawsuit, publicly musk, musk tax, musk openai, statements nonprofit, musk company, nonprofit benefit, humanity musk, nonprofit don
• Source: garymarcus.substack.com

TrueNAS 26 is finally catching up to Proxmox, but my home lab isn't switching

Home lab enthusiasts have had a clear choice when it came to using TrueNAS and Proxmox. One is perfectly suited to storing lots of data on the network, and the other is great for running countless con...

• Keywords: truenas proxmox, proxmox truenas, using truenas, truenas developers, features nas, use truenas, truenas accessible, access truenas, truenas storage, operating nas
• Source: xda-developers.com

Ubuntu 16.04 LTS Security Support Ends: What You Need to Know About Paid Options

If you’re still using Ubuntu 16.04 LTS (Xenial Xerus), you need to be aware that its Extended Security Maintenance (ESM) has officially ended as of April 2026. This means your system will no longer re...

• Keywords: upgrading 16, support xenial, lts xenial, security updates, legacy apps, legacy esm, esm 16, maintain security, 2016 ubuntu, additional security
• Source: serverhost.com

Ubuntu's AI Plans Have Linux Users Looking For a 'Kill Switch'

Canonical's plan to add AI features to Ubuntu has sparked pushback from users who are concerned it could follow Windows 11's AI-heavy direction. "After Canonical's announcement earlier this week that...

• Keywords: ubuntu ai, ubuntus ai, ai native, remove ai, ai plans, ai features, upcoming ai, ai speech, use ai, ai entirely
• Source: news.slashdot.org

Use community extensions for PostgreSQL hosting

Use community extensions for PostgreSQL hosting The Aspire Community Toolkit PostgreSQL hosting extensions package provides extra functionality to the Aspire.Hosting.PostgreSQL hosting package. This p...

• Keywords: toolkit postgresql, managing postgresql, hosting postgresql, postgresql databases, postgresql hosting, extensions postgresql, postgresql, postgresql extensions, uis postgresql, postgresql resource
• Source: aspire.dev

User authorization for Databricks Apps will soon be available for workspaces with the compliance security profile enabled

What's coming? Learn about features and behavioral changes in upcoming Databricks releases. User authorization for Databricks Apps will soon be available for workspaces with the compliance security pr...

• Keywords: authorization databricks, workspace permissions, permissions workspace, authorization workspace, grants workspaces, databricks workspace, databricks users, workspace entitlements, workspace users, new permissions
• Source: docs.databricks.com

Valve isn't ditching Windows or x86, but it's quietly making both optional

If you've been following Valve's software updates over the last year, you might have noticed something: most of the improvements aren't about raw power or new features. Instead, they're all about incr...

• Keywords: x86 steam, valve windows, x86 steamos, hardware steam, linux steam, valve linux, steamos compatibility, valve steam, windows steamos, mainstream steam
• Source: xda-developers.com

Vera: a programming language designed for machines to write

Vera (v-ERR-a) is a programming language designed for large language models to write. The name comes from the Latin veritas (truth). Programs compile to WebAssembly and run at the command line or in t...

• Keywords: vera compiler, compiler checks, specification compiler, compile programming, precondition compiler, compiler, language specification, compilers produce, compilers, vera programming
• Source: github.com

Vercel now supports Pro plan in Stripe Projects

1 min read You can now sign up for or upgrade to a Vercel Pro plan directly from Stripe Projects using shared payment tokens (SPTs). Agents and developers can manage plan changes programmatically from...

• Keywords: billing stripe, stripe projects, builds stripe, using stripe, vercel plan, projects stripe, app stripe, stripe plugin, project stripe, stripe cli
• Source: vercel.com

Virtualisation on Apple Silicon Macs is different

Before Apple silicon Macs, you’ve been able to run different versions of macOS, Linux or Windows in third-party virtualisers, such as those from VMware and Parallels. Those products enable a virtual m...

• Keywords: virtualising macos, virtualisation apple, macos vm, apple virtualisation, macos vms, hypervisor apple, macos hypervisor, vm apple, implemented macos, intel macos
• Source: eclecticlight.co

Visual Studio Code 1.118

Visual Studio Code 1.118 Follow us on LinkedIn, X, Bluesky | Last updated: April 24, 2026 Welcome to the 1.118 release of Visual Studio Code. Happy Coding! April 23, 2026

Adopt the Copilot CLI SDK s...

• Keywords: copilot cli, vs code, descriptions chat, selection copilot, cli sdk, chat customization, visual studio, adopt copilot, support copilot, typescript nightlies
• Source: code.visualstudio.com

VoidZero’s Experimental Oxc Angular Compiler with Up to 20x Faster Build Performance

VoidZero, the company behind the Vite build tool and the Oxc JavaScript toolchain, has released an experimental Angular compiler written in Rust that delivers significant build performance improvement...

• Keywords: angular compiler, faster angular, voidzero oxc, faster webpack, existing compiler, benchmarks compiler, faster compilation, voidzero benchmarks, angular cli, oxc angular
• Source: infoq.com

Warp's free tier finally got good enough to make me delete iTerm2

Ask any developer, and they'll tell you that their setup is usually set in stone. Even as a hobbyist, my setup has been consistent for years, with iTerm2 being a reliable, fast, and deeply configurabl...

• Keywords: warp iterm, warp terminal, terminal warp, install warp, warp entirely, warp isn, warp just, understand warp, warp, used warp
• Source: xda-developers.com

We decreased our LLM costs with Opus

Last week we wrote about feeding terabytes of CI logs to an LLM. Most of the questions on Hacker News weren't about the logs. They were about the agent: which models, how they coordinate, and how much...

• Keywords: logs opus, ci logs, ci failures, weren logs, logs searches, logs agent, logs, logs need, reads logs, analyze logs
• Source: mendral.com

What Actually Happens When You Port a WPF App to a Modern .NET UI using Agents

57% less code, 52% less memory, 44% smaller deployment, ~92% feature parity. That last number is the one I want to be upfront about. We didn't hit 100%. Understanding where the gaps are is more useful...

• Keywords: winui migration, architecture migration, wpf apps, wpf application, app migration, wpf ui, wpf developer, wpf app, considering migrating, migrating
• Source: platform.uno

What happened to Palm Pilots?

Palm was a high-flying brand in the late 1990s, creating the first really popular personal data assistant. Then it seemed to vanish almost as quickly as it came. What happened to Palm Pilots, and the...

• Keywords: palm phone, phone palm, palm phones, smartphone palm, palm technology, domino outlook, using palm, palm pilot, newer palm, palm based
• Source: dfarq.homeip.net

When The Bill Comes Due

When The Bill Comes Due Be wary of the cool new AI tools Anthropic and OpenAI are throwing—because you’ll eventually get stuck with the bill. (By the way, did you know there are cheaper options?) I th...

• Keywords: ai products, ai thoughtful, ai free, building ai, ai tools, tools spending, ai mainstream, ai headed, ai creates, ai services
• Source: feed.tedium.co

Why 90% of Devs Fail at AI Coding (Level 3 Roadmap)

-5517fd7b58a6---4 crawled_date: 2026-04-29T15:13:51.837105+00:00 feed_url: https://levelup.gitconnected.com/feed published: Wed, 29 Apr 2026 14:50:59 GMT

Member-only story AI, Software Engineerin...

• Keywords: levels ai, code levels, level ai, coding level, ai coding, fail ai, ai, coding skills, ai software, ai assistant
• Source: levelup.gitconnected.com

Why AI companies want you to be afraid of them

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• Keywords: 6hʃ ynw, y9co ezх, zn qʲz, 8yp ryʁ, 4e _ʀ3, 9ق _qlylhl, qʲz py, sfی 9n, 4똉 7z, zs hٹn
• Source: bbc.com

Why I still reach for Lisp and Scheme instead of Haskell

There is a persistent tension in software engineering between the beautiful, mathematically pure ideal of a program, and the messy, pragmatic reality of just getting things done. Over my career, I’ve...

• Keywords: ideas haskell, haskell innovations, innovations haskell, popularizing haskell, haskell taught, haskell powerful, better haskell, compared haskell, enlightening haskell, learnt haskell
• Source: jointhefreeworld.org

Why Japan’s Most Durable Asset May Not Be Made In A Factory

By Yuki Shirato When I was a child growing up in Japan, Dragon Ball was “contraband.” My parents were unhappy about me reading manga for hours every day. Teachers confiscated manga magazines at school...

• Keywords: japan dragon, dragon ball, anime industry, story japan, japan extraordinary, ball akira, individuals japan, franchises japan, japan technological, anime
• Source: news.crunchbase.com

Why LASST is not filing an amicus brief in the Ninth Circuit appeal of Amazon v. Perplexity

In December 2025, Legal Advocates for Safe Science and Technology (LASST) and Encode AI filed an amicus brief in the Northern District of California in Amazon.com, Inc. v. Perplexity AI, Inc., partial...

• Keywords: agents access, agent accessing, perplexity ai, website perplexity, ai agent, agents identifying, agentic browser, claim perplexity, ai agents, amazon permission
• Source: lasst.org

Why Law Is Law-Shaped

Why Law Is Law-Shaped And why that shape demands a compiler. I. The Structural Constraint Law is an incrementally maintained system authored by distributed agents with partial authority over time, req...

• Keywords: legislation structural, statutes organized, law incrementally, legislation identifier, existing statutes, law compiler, compilation legalruleml, frameworks legalruleml, legal corpus, statutes jurisdictions
• Source: lawvm.org

Why Most Idempotent Systems Still Fail — And How to Build Them Correctly

Why Most Idempotent Systems Still Fail — And How to Build Them Correctly Building Truly Idempotent Systems - Request deduplication, transactional outbox, and consumers that don’t panic under retries I...

• Keywords: idempotent systems, codemia io, designed idempotent, idempotent consumer, handling idempotent, making idempotent, intricacies idempotent, idempotent, idempotency, consumer idempotent
• Source: javarevisited.substack.com

Why Software Needs a Third Loop [audio]

Ep. #3, Give It a Name: Why Software Needs a Third Loop In this episode, the hosts unpack the thinking behind the name Third Loop and what it represents. Building on ideas from their book Progressive...

• Keywords: movie giving, naming things, naming came, delivery naming, naming, giving movie, naming podcast, came naming, delivery movie, names power
• Source: heavybit.com

Wire to Replace Signal as Standard in the Bundestag

Digital Sovereignty: Wire to Replace Signal as Standard in the Bundestag In a letter, Bundestag President Klöckner recommends that MPs switch to the BSI-certified messenger Wire to curb phishing threa...

• Keywords: messenger wire, registration wire, communication bundestag, wire service, wire certification, secrecy bsi, security bsi, sovereignty wire, wire bund, security new
• Source: heise.de

WorkOS joins Stripe Projects: Auth from the CLI, no payment wall

WorkOS joins Stripe Projects: Auth from the CLI, no payment wall WorkOS is now a supported provider in Stripe Projects. Add enterprise-grade auth to any project from the CLI with a single command — no...

• Keywords: auth stripe, authorization stripe, stripe projects, stripe project, workos auth, projects auth, stripe cli, initialize stripe, auth cli, stripe provisions
• Source: workos.com

You can now turn your PS5 into a Linux-powered gaming PC

Summary

• PS5-Linux has released: turns PS5 Phat on firmware 3.xx–4.xx into a full Linux gaming PC.

• Runs desktop Linux with 8 cores (16 threads) at 3.5GHz and GPU at 2.23GHz; plays Steam games, emul...

• Keywords: ps5 linux, hardware ps5, alternative ps5, ps5 capable, use ps5, powered ps5, according ps5, released ps5, ps5, linux gaming

• Source: xda-developers.com

You can turn your PS5 into a Linux-powered gaming PC now, but there are big trade-offs

Summary

• PS5-Linux has released: turns PS5 Phat on firmware 3.xx–4.xx into a full Linux gaming PC.

• Runs desktop Linux with 8 cores (16 threads) at 3.5GHz and GPU at 2.23GHz; plays Steam games, emul...

• Keywords: ps5 linux, hardware ps5, alternative ps5, install ps5, ps5 run, playing ps5, use ps5, powered ps5, according ps5, limitations ps5

• Source: xda-developers.com

You don't need an expensive GPU to run a local LLM that actually works

We've all seen the news reports, stories, and videos surrounding AI development and large language models (LLMs) hosting with huge encompassing data centers. These things can draw similar amounts of p...

• Keywords: gpus llms, hosted llms, hosting llms, running llms, llms hardware, llm capabilities, llms hosting, llm server, llms nvidia, hosted llm
• Source: xda-developers.com

You’ve Got (Too Much) Mail: Behind the Scenes of the 3/25/26 Voice Outage

You’ve Got (Too Much) Mail: Behind the Scenes of the 3/25/26 Voice Outage Discord Engineering April 29, 2026 This article is a collaborative piece by Bo Ingram, Senior Staff Engineer on Realtime Infra...

• Keywords: voice outage, outage discord, cascading outage, session outage, experience outage, outage manifests, chats reconnection, outage, disconnecting causes, outage level
• Source: discord.com

Your AI writing is obvious.

There's a specific feeling when you read AI-generated text. You can't always name it. But you feel it immediately. Something is slightly off. The sentences are too balanced. Every paragraph is the sam...

• Keywords: ai writing, ai text, ai write, reads ai, write ai, read ai, ai word, avoid ai, ai generated, using ai
• Source: simplifyingcomplexity.tech

Your Chrome new tab page is a vibe coding project waiting to happen

When most people hear "vibe coding," their minds jump straight to building full-fledged apps, websites, and landing pages using nothing but natural language prompts. And fair enough. That's the most v...

• Keywords: vibe coding, vibe code, vibe coded, page vibe, tabs vibe, experience vibe, just vibe, vibe, coding minds, started vibe
• Source: xda-developers.com

Zap Energy’s nuclear double play: Fusion startup adds traditional fission to its lineup, in industry first

Zap Energy announced plans Wednesday to become the first company to simultaneously pursue two tracks for nuclear power: fusion, an unproven but promising technology that smashes light atoms together t...

• Keywords: planned fusion, fission innovation, energy fusion, nuclear plan, fusion innovators, fusion companies, zap fusion, building fusion, fusion development, nuclear company
• Source: geekwire.com

Zed is 1.0

April 29th, 2026 To create a fundamentally better editor, we had to invent a new approach to building desktop software. Our previous editor, Atom, was built as a fork of Chromium, spawning the Electro...

• Keywords: building zed, zed engineering, zed capable, launching zed, opens zed, zed agent, code zed, zed ai, rely zed, community zed
• Source: zed.dev