The AI agent is no longer just your co-pilot; in 2026, it’s officially taking the wheel

The AI agent is no longer just your co-pilot; in 2026, it’s officially taking the wheel.

As of mid-April, the tech landscape is being reshaped by a shift from generative assistance to autonomous "agentic" workflows. With GitHub Copilot CLI reaching General Availability and Anthropic’s "Claude Code" fundamentally altering how engineers think about software, developers are beginning to treat AI agents as real operators rather than just smarter autocomplete. This transition isn’t without friction: industry experts are now calling for a "blast radius" for AI agents to contain potential shell access and secret leaks, while reports of agentic loops silently burning through token quotas serve as a cautionary tale for the unwary.

In the world of infrastructure, AWS continues to harden its core. A long-awaited fix for Availability Zone consistency has arrived, offering significant implications for high-availability architectures. Simultaneously, the traditional bastion host is facing obsolescence as smarter, AI-powered methods for managing private subnets emerge. For those seeking alternatives to the "Big Three," the playbook for building SaaS products entirely on EU-only infrastructure is gaining traction, signaling a move toward greater regional data sovereignty.

On the hardware and language front, Windows on Arm is finally finding its stride. The arrival of Snapdragon X2 processors is providing a legitimate challenge to x86 and Apple’s silicon dominance. Meanwhile, the developer community is debating whether Rust’s meteoric rise has finally hit a plateau, even as Linux maintainers experiment with new AI-driven fuzzing tools like the disparagingly named "Clanker T1000."

Despite this digital acceleration, some traditions remain unshakeable. Recent data reveals that 75% of Americans still opt for print books over digital formats—a reminder that even in an era of DNA-level encryption and neurosymbolic AI, the tactile and the analog still hold a profound place in our lives.

Featured Articles

50 AWS DevOps Interview Questions You Must Know in 2026 (Basic to Expert Level)

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Member-only story 50 AWS DevOps Interview Ques...

Keywords: aws devops, cloud engineers, devops engineers, engineers cloud, infrastructure aws, devops skills, devops interview, devops interviews, hiring aws, devops
Source: aws.plainenglish.io

55 / AI 播客的震撼，设计师学 AI 开发和内容创作护城河

55 / AI 播客的震撼，设计师学 AI 开发和内容创作护城河这期聊了不少关于 AI 和创作的话题：从 AI 播客带来的震撼可能性，到设计师该不该学 AI 开发，再到如何在 AI 时代找到内容创作的护城河。还有一些关于注意力管理、软件演进，以及对「栋梁之材」这种说法的反思。 AI播客的震撼与困惑刚刚认真听了我做的这一期 AI 每日简讯，我真的感觉有点懵。从一个成熟的播客产品来说，这已经接近成...

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Source: cn.bear.academy

A Perfectable Programming Language

a perfectable programming language at a party, Sydney Von Arx asked if i could name 40 programming languages. yeah, that's the bay for you. racket, agda, clean, elm, typescript, sh, ASP, verilog, java...

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Source: alok.github.io

AI Coding Agents Need a Blast Radius

AI Coding Agents Need a Blast Radius Senior Java developers are starting to treat coding agents like real operators, not smarter autocomplete. Here’s how to contain shell access, secrets, MCP tools, a...

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Source: the-main-thread.com

AI That Bankrupted a Vending Machine is Now Running a Store in San Francisco

Remember that AI-powered vending machine that went bankrupt after Wall Street Journal reporters "systematically manipulated the bot into giving away its entire inventory for free"? It was Anthropic's...

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Source: slashdot.org

🤖 AI Weekly Recap (Week 15)

Happy Sunday! We just had another crazy week in AI. Z.ai just dropped the world’s most advanced open-source AI model while this new free and open-source tool clones any voice from just a 3-second audi...

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Source: simplifyingcomplexity.tech

AI Will Be Met with Violence, and Nothing Good Will Come of It

AI Will Be Met With Violence, and Nothing Good Will Come of It It has started Sorry to bother you on Saturday. Thought this was important to share. I. The first thing you learn about a loom is that it...

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Source: thealgorithmicbridge.com

ALB vs NLB vs API Gateway — A Story of Three Gatekeepers (And How to Choose the Right One)

-35e7a49c6df5---4 crawled_date: 2026-04-12T10:06:39.664266+00:00 feed_url: https://aws.plainenglish.io/feed published: Sun, 12 Apr 2026 09:58:25 GMT

Member-only story ALB vs NLB vs API Gateway —...

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Source: aws.plainenglish.io

Americans still opt for print books over digital or audio versions

Digital books have grown in popularity over the past decade, but more Americans still read books in print than in digital formats. Overall, 75% of U.S. adults say they have read all or part of at leas...

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Source: pewresearch.org

An Honest Look at Death

A small-town mortician’s thoughtful new book is worth a read. <img src="https://i0.wp.com/www.nationalreview.com/wp-content/uploads/2026/04/cemetary-death.jpg?fit=617%2C360&ssl=1" />

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Source: nationalreview.com

Anthropic's Mythos Lockdown, Meta's Muse Mission, and AI's Digital NATO

Anthropic's Mythos Lockdown, Meta's Muse Mission, and AI's Digital NATO Hey friends 👋 Happy Sunday. Here’s your weekly dose of AI and insight. Every Wednesday, Signal Pro members get a step-by-step AI...

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Source: thesignal.substack.com

Anthropic silently downgraded cache TTL from 1h → 5M on March 6th

Notifications You must be signed in to change notification settings - Fork 18.8k Cache TTL silently regressed from 1h to 5m around early March 2026, causing quota and cost inflation #46829 Descripti...

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Source: github.com

Apple has removed most of the towns and villages in Lebanon from Apple maps?

Apple Maps Search Guides Directions Have a Business on Maps? Manage Your Business

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Source: maps.apple.com

Apple update looks like Czech mate for locked-out iPhone user

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Source: theregister.com

Ask HN: What Are You Working On? (April 2026)

https://agjmills.github.io/trove/ Go, docker, bit of alpine js reply 3 days ago, 220 comments: https://news.ycombinator.com/item?id=47700460 5 days ago, 51 comments: https://news.ycombinator.com/item?...

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Source: news.ycombinator.com

AWS Finally Fixed Availability Zone Consistency And It Matters More Than You Think

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Member-only story AWS Finally Fixed Availabili...

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Source: aws.plainenglish.io

Bouncer: Block "crypto", "rage politics", and more from your X feed using AI

Heal your feed. Bouncer is a browser extension that uses AI to filter unwanted posts from your Twitter/X feed. Define filter topics in plain language — "crypto", "engagement bait", "rage politics" — a...

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Source: github.com

Bring Back Idiomatic Design

#4: Bring Back Idiomatic Design I’m part of the desktop software generation. From Windows 95 to Windows 7, I grew using mostly-offline software on computers operated via mouse and keyboard, well befor...

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Source: essays.johnloeber.com

Building a Practical Home SOC Lab Using Wazuh and Suricata

-35e7a49c6df5---4 crawled_date: 2026-04-12T11:07:05.691869+00:00 feed_url: https://aws.plainenglish.io/feed published: Sun, 12 Apr 2026 10:00:33 GMT

Building a Practical Home SOC Lab Using Wazuh...

Keywords: threat monitoring, cybersecurity soc, security monitoring, monitoring security, soc alert, soc lab, engineering alert, monitoring architecture, cybersecurity, soc environments
Source: aws.plainenglish.io

Building a SaaS in 2026 Using Only EU Infrastructure

Building a SaaS in 2026 Using Only EU Services Apr 03, 2026 In this guide Can you build a SaaS without AWS? Building a SaaS product from scratch in 2026 without touching AWS, Azure, or GCP. Without St...

Keywords: saas aws, build saas, aws experience, saas stack, building saas, saas applications, running saas, saas entirely, eu services, eu providers
Source: eualternative.eu

Bundled Skills in Gemini Scribe

The feature that became Bundled Skills started with a GitHub issues page. I wrote and maintain Gemini Scribe, an Obsidian plugin that puts a Gemini-powered agent inside your vault. Thousands of people...

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Source: allen.hutchison.org

Claude Cowork Complete Course

The engineers already have Claude Code. It changed how they build. Completely. They don't write code the same way anymore. They don't think about software the same way anymore. And for months, the res...

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Source: simplifyingcomplexity.tech

Claude Cowork Complete Course

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Source: simplifyingcomplexity.tech

Deploying FSx for windows EC2 instance to persist storage

-35e7a49c6df5---4 crawled_date: 2026-04-12T10:06:39.664266+00:00 feed_url: https://aws.plainenglish.io/feed published: Sun, 12 Apr 2026 09:58:42 GMT

Build redundant cloud storage solutions Deploy...

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Source: aws.plainenglish.io

Designing Scalable Data Pipelines in Distributed Systems

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Member-only story Designing Scalable Data Pipe...

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Source: aws.plainenglish.io

DNA-Level Encryption Developed by Researchers to Protect the Secrets of Bioengineered Cells

The biotech industry's engineered cells could become an $8 trillion market by 2035, notes Phys.org. But how do you keep them from being stolen? Their article notes "an uptick in the theft and smugglin...

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Source: science.slashdot.org

Doom, Played over Curl

DOOM, played over curl . HTTP server rendering DOOM frames into ANSI half-blocks, streamed to the terminal over HTTP with cURL. No install, no dependencies except curl and bash . curl -sL http://local...

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Source: github.com

EasyPost (YC S13) Is Hiring

We want to ensure your safety and protect you from potential scams. Recently, there have been fraudulent recruitment initiatives online that impersonate our company. These scams aim to deceive unsuspe...

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Source: easypost.com

Error translation in Go services

Error translation in Go services Table of contents In a layered Go service, it’s easy to accidentally leak storage errors like sql.ErrNoRows all the way up to the handler, or worse, to the client. Thi...

Keywords: errors handler, error handler, errors store, errors callers, errorcontext, error callers, failure handler, errorcontext context, errors calls, errors domain
Source: rednafi.com

European AI. A playbook to own it. By Mistral

European AI A playbook to own it. Europe holds unique strengths: a world-class academic ecosystem, a commitment to human-centric technology, and a single market of +450 million people. The question is...

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Source: europe.mistral.ai

Even more good news for the future of neurosymbolic AI

Even more good news for the future of neurosymbolic AI And vindication for Apple’s unfairly maligned 2025 reasoning paper Remember how that infamous Apple reasoning paper, The Illusion of Thinking sho...

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Source: garymarcus.substack.com

Excellence Is a Habit

Excellence Is a Habit “We are what we repeatedly do. Excellence, then, is not an act, but a habit.” -- Historian Will Durant, simplifying part of Aristotle’s philosophy. As I write these words, the cr...

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Source: flyingbarron.com

From Zero to DevOps Engineer: A Complete Roadmap (2026 Edition)

-35e7a49c6df5---4 crawled_date: 2026-04-12T11:07:05.691869+00:00 feed_url: https://aws.plainenglish.io/feed published: Sun, 12 Apr 2026 10:01:00 GMT

Member-only story 🚀 From Zero to DevOps Engine...

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Source: aws.plainenglish.io

Gemma 4 audio with MLX

12th April 2026 Thanks to a tip from Rahim Nathwani, here's a uv run recipe for transcribing an audio file on macOS using the 10.28 GB Gemma 4 E2B model with MLX and mlx-vlm: uv run --python 3.13 --wi...

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Source: simonwillison.net

GitHub Copilot CLI Reaches General Availability

GitHub has officially transitioned Copilot CLI into general availability, marking a significant milestone in its effort to weave generative AI across the entire software development lifecycle. The mov...

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Source: infoq.com

Goodbye, Bastion Hosts: The Smarter, AI-Powered Way to Manage AWS Private Subnets

-35e7a49c6df5---4 crawled_date: 2026-04-12T10:06:39.664266+00:00 feed_url: https://aws.plainenglish.io/feed published: Sun, 12 Apr 2026 09:59:57 GMT

Goodbye, Bastion Hosts: The Smarter, AI-Powere...

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Source: aws.plainenglish.io

Google Removes "Doki Doki Literature Club" from Google Play

This is a heavily interactive web application, and JavaScript is required. Simple HTML interfaces are possible, but that is not what this is. Post Serenity Forge serenityforge.com did:plc:vnea37icaea6...

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Source: bsky.app

Greg Kroah-Hartman Tests New 'Clanker T1000' Fuzzing Tool for Linux Patches

The word clanker — a disparaging term for AI and robots — "has made its way into the Linux kernel," reports the blog It's FOSS "thanks to Greg Kroah-Hartman, the Linux stable kernel mainta...

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Source: linux.slashdot.org

Hard truths about building in the AI era | Keith Rabois (Khosla Ventures)

Keith Rabois was an early executive at PayPal (part of the famous PayPal Mafia), COO at Square, VP of Corporate Development at LinkedIn, and an early investor in Stripe, DoorDash, Airbnb, YouTube, Ram...

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Source: lennysnewsletter.com

Has the Rust Programming Language's Popularity Reached Its Plateau?

"Rust's rise shows signs of slowing," argues the CEO of TIOBE. Back in 2020 Rust first entered the top 20 of his "TIOBE Index," which ranks programming language popularity using search engine results...

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Source: developers.slashdot.org

How a simple bug in an agentic workflow quietly burned through tokens, and nearly turned into a…

-35e7a49c6df5---4 crawled_date: 2026-04-12T10:06:39.664266+00:00 feed_url: https://aws.plainenglish.io/feed published: Sun, 12 Apr 2026 09:59:17 GMT

Member-only story How a simple bug in an agent...

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Source: aws.plainenglish.io

How Good is Windows on Arm With Snapdragon X?

A new powerful chipset has arrived to take on x86 CPUs and Apple's M5, writes Wccftech.

The blog Windows Central writes that "Qualcomm's Snapdragon X2 processors are here" — and they run Windo...

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Source: hardware.slashdot.org

How I Passed the AWS Certified Security — Specialty (SCS-C03) and What Actually Helped

-35e7a49c6df5---4 crawled_date: 2026-04-12T11:07:05.691869+00:00 feed_url: https://aws.plainenglish.io/feed published: Sun, 12 Apr 2026 10:02:04 GMT

How I Passed the AWS Certified Security — Spec...

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Source: aws.plainenglish.io

How to accept application/csp-report for a content security policy violation report. Or where did my params go?

<a class="mention" href="https://discuss.rubyonrails.org/u/jasnow">@jasnow</a> <pre><code class="lang-ruby">Name: twitter-bootstrap-rails Version: 5.3.0 CVE: CVE-2019-8331 GHSA: GHSA-9v3m-8fp8-...

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Source: discuss.rubyonrails.org

How to accept application/csp-report for a content security policy violation report. Or where did my params go?

Yes, csp_report gem was last released in 2014. Checking twitter-bootstrap-rails gem I see that Bootstrap was probably upgraded to 5.3 on Feb.18, 2026 with this commit: <aside class="onebox gith...

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Source: discuss.rubyonrails.org

How to Track User Logins in AWS Cognito Using the Post Authentication Trigger

-35e7a49c6df5---4 crawled_date: 2026-04-12T11:07:05.691869+00:00 feed_url: https://aws.plainenglish.io/feed published: Sun, 12 Apr 2026 10:00:23 GMT

How to Track User Logins in AWS Cognito Using...

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Source: aws.plainenglish.io

I run multiple $10K MRR companies on a$ 20/month tech stack

How I run multiple $10K MRR companies on a$ 20/month tech stack Last night, I was rejected from yet another pitch night. It was just the pre-interview, and the problem wasn't my product. I already hav...

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Source: stevehanov.ca

I Tried 50+ AI Courses on Udemy: Here are The Best 5

Hello guys, the AI revolution isn’t coming — it’s already here. In 2026, artificial intelligence skills have become as essential as knowing how to code was a decade ago. Whether you’re a developer loo...

Keywords: ai courses, ai education, ai developer, build ai, develop ai, ai engineer, building ai, ai future, ai development, ai engineering
Source: java67.com

IAM: Everything You Need to Know

---2 crawled_date: 2026-04-12T13:07:21.858378+00:00 feed_url: https://lukasniessen.medium.com/feed published: Sun, 12 Apr 2026 12:17:52 GMT

IAM: Everything You Need to Know You click “Login with...

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Source: lukasniessen.medium.com

If Kiro Can Do Everything, Why Are We Still Building Custom Agentic Workflows on Amazon Bedrock?

-35e7a49c6df5---4 crawled_date: 2026-04-12T11:07:05.691869+00:00 feed_url: https://aws.plainenglish.io/feed published: Sun, 12 Apr 2026 10:01:48 GMT

Member-only story If Kiro Can Do Everything, W...

Keywords: agentic workflows, workflows amazon, bedrock agents, build agents, heavy workflows, thinking migration, systems migration, agents cloud, agents using, overengineering things
Source: aws.plainenglish.io

Is OpenClaw Safe to Use? A Security Deep-Dive (2026)

OpenClaw is not safe in its default configuration. With deliberate hardening running inside Docker Sandboxes, keeping it patched, binding the gateway to localhost, and auditing every skill, it becomes...

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Source: ajeetraina.com

Joy & Curiosity #81

Joy & Curiosity #81 Interesting & joyful things from the previous week Know what agents are really bad at? Writing confident code. Code that says: this is how this works, boom, fist on the table. And...

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Source: registerspill.thorstenball.com

JVM Options Explorer

AOT library Minimum array size in bytes to use AVX512 intrinsics for copy, inflate and fill. When this value is set as zero compare operations can also use AVX512 intrinsics. Abort VM when method had...

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Source: chriswhocodes.com

Karpathy 的 LLM Wiki 范式，到底值不值得践行？

Karpathy 的 LLM Wiki 范式，到底值不值得践行？当你觉得你的知识「终于能被你调用了」的那一刻，布满灰尘的旧仓库，就变成了让你充满创作激情的新画室。知识星球上，星友「记往开来 | 邓岳」又问了一个好问题。为了怕你光看图文字不清晰，这里把两个问题抄录如下：第一，从知识组织与 AI 落地的专业视角，您怎么看待 Karpathy 提出的 “知识编译优于检索” 这一范式？它和我们传统...

Keywords: 让每一个非卢曼的普通人也能跑卢曼的那套方法以前这套方法只有全职学者扛得动, 又真正解决了过往个人知识管理中哪些长期悬而未决的核心痛点第二, 就已经把新来源和既有页面做了交叉整合两者都把最费脑子的那部分工作前移到, llm 就已经把新来源和既有页面做了交叉整合, 是因为他不信任自己在写书的那一刻能凭记忆找齐所有论据 karpathy, 信息组织体系有什么本质的异同又真正解决了过往个人知识管理中哪些长期悬而未决的核心痛点, 你没法放心地让一台机器替你在卡片之间自动连线当然, 恰好可以替你扛下绝大部分簿记的活儿一次性就能更新十几个相关页面, 你没法放心地让一台机器替你在卡片之间自动连线, 是没找到合适的工具 karpathy
Source: wangshuyi.substack.com

Latin America's Central Banks Establish Digital Payments Used By Hundreds of Millions

175 million people in Brazil now use its instant-payment system "Pix", developed by the country's central bank for real-time payments using QR codes or keys, and American Banker notes that the central...

Keywords: instant payments, payment technology, instant money, digital payments, instant payment, digital payment, payment systems, banks argentina, bank latin, traditional banking
Source: news.slashdot.org

Linux 7.0: Enhancements in Swap Speed, Intel TSX Integration, and Rock Band 4 Controller Compatibility

Linus Torvalds has officially released Linux 7.0, which is set to run on Ubuntu 26.04 LTS. This version brings a host of improvements, including a standardized filesystem error reporting system, enhan...

Keywords: filesystem improvements, performance linux, improvements linux, new linux, linux swap, zram performance, performance hardware, linux enhances, performance improvements, filesystems
Source: serverhost.com

Lunar period approximations

The date of Easter The church fixed Easter to be the first Sunday after the first full moon after the Spring equinox. They were choosing a date in the Roman (Julian) calendar to commemorate an event w...

Keywords: dates easter, date easter, easter differ, calendar difference, moon date, easter sunday, easter, gregorian calendar, lunar calendars, easter church
Source: johndcook.com

MiniMax M2.7 Advances Scalable Agentic Workflows on NVIDIA Platforms for Complex AI Applications

The release of MiniMax M2.7 adds enhancements to the popular MiniMax M2.5 model, built for agentic harnesses, and other complex use cases in fields such as reasoning, ML research workflows, software,...

Keywords: nim optimized, openclaw assistants, performance minimax, learning minimax, inference optimizations, training nvidia, ai gpu, inference ecosystem, minimax, building minimax
Source: developer.nvidia.com

MiniMax M2.7 Is Now Open Source

MiniMax handed an internal version of M2.7 a programming scaffold and let it run unsupervised. Over 100 rounds it analyzed its own failures, modified its own code, ran evaluations, and decided what to...

Keywords: built minimax, minimax m2, minimax io, m2 benchmark, minimax, platform minimax, minimax demonstrated, minimax used, editable minimax, minimax agent
Source: firethering.com

No one owes you supply-chain security

In case you’re unaware, I’m not a developer. I’m actually an autistic catgirl annoyed by suboptimal use of computing power, and fixing that happens to involve programming. Crucially, it also includes...

Keywords: malicious dependency, dependency cargo, attacks cargo, supply chain, sandboxing cargo, malicious library, dependency, reasons malicious, dependencies, use dependency
Source: purplesyringa.moe

Phyphox – Physical Experiments Using a Smartphone

Features

Sensors Phyphox allows you to use the sensors in your phone for your experiments. For example, detect the frequency of a pendulum using the accelerometer or measure the Doppler effect using...

Keywords: sensors phyphox, smartphone experiment, sensors phone, phone experiments, phyphox designed, phyphox allows, development phyphox, phyphox notebook, use sensors, support phyphox
Source: phyphox.org

Pro Max 5x Quota Exhausted in 1.5 Hours Despite Moderate Usage

Notifications You must be signed in to change notification settings - Fork 18.9k [BUG] Pro Max 5x Quota Exhausted in 1.5 Hours Despite Moderate Usage #45756 Description Preflight Checklist

I have...
Keywords: quota resets, quota exhausted, quota exhaustion, caching quota, quota warn, quota reset, cache_read quota, quota significantly, quota spikes, overhead quota
Source: github.com

Rethinking API Versioning in Spring Boot 4: The Hidden Cost of /v1

-35e7a49c6df5---4 crawled_date: 2026-04-12T10:06:39.664266+00:00 feed_url: https://aws.plainenglish.io/feed published: Sun, 12 Apr 2026 09:59:02 GMT

Member-only story Rethinking API Versioning in...

Keywords: versioning spring, api versioning, versioning strategy, spring boot, versioning hacks, url versioning, versioning just, rethinking api, api v1, versioning
Source: aws.plainenglish.io

Ruby on Rails 8 Guides

Hello, everyone! In 2026 I started learning Ruby on Rails and noticed that there aren’t that many tutorials on youtube for version 8. Does it make sense to watch older videos or is the documentatio...

Keywords: tutorials youtube, learning ruby, ruby rails, videos documentation, aren tutorials, tutorials, rails, youtube, older videos, documentation best
Source: discuss.rubyonrails.org

Scissors, Paper, Rock. A Mystery Film Porduced In The Middle Of The “AI Winter” In 1979.

Scissors, Paper, Rock. A Mystery Film Porduced In The Middle Of The “AI Winter” In 1979. In the shadowed archives of a bygone era, a single reel of film from 1979 lies waiting like a forgotten time ca...

Keywords: paper rock, play scissors, game scissors, rock mystery, stakes ai, world scissors, scissors paper, ai winter, act scissors, cut paper
Source: readmultiplex.com

Show HN: boringBar – a taskbar-style dock replacement for macOS

boringBar a taskbar-style dock replacement for macOS The macOS Dock is built around apps, not windows. Multiple displays and desktops make it hard to track what's open where. boringBar keeps windows o...

Keywords: boringbar taskbar, boringbar app, use boringbar, macos dock, boringbar hide, open boringbar, boringbar, boringbar free, boringbar time, boringbar machine
Source: boringbar.app

Show HN: Claudraband – Claude Code for the Power User

Claude Code for the power user Experimental: this project is still evolving as Claude Code and ACP clients change. CLI • Library • Daemon API • Examples claudraband wraps the official Claude Code TUI...

Keywords: interactive workflows, authenticate claude, claude session, acp session, code session, authenticated claude, automatically backend, frontend claude, acp client, editor acp
Source: github.com

Show HN: Oberon System 3 runs natively on Raspberry Pi 3 (with ready SD card)

Releases: rochus-keller/OberonSystem3Native Native Raspberry Pi 3b version of the Oberon System 3 Finally it works on the Raspberry Pi 3b! Here is an image of the running system; I'm using the origina...

Keywords: oberon rpi3, oberonsystem3native native, oberon kernel, oberonsystem3native, raspi 3b, version oberon, image oberon, oberon finally, oberon, dd oberon
Source: github.com

Software Preservation Group: C++ History Collection

C++ History Collection Paul McJones, editor [email protected] http://www.mcjones.org/dustydecks/ Last updated 13 January 2026 Abstract This is a collection of design documents, source code, and other m...

Keywords: cc compiler, compiler, compiler man, unix 1989, library cfront, cfront source, cmd cfront, technologies cfront, cfront pc, cfront 1991
Source: softwarepreservation.computerhistory.org

Starlink Mini Field Review

I almost didn’t bring it. We were packing for a week-long road trip, the kind where you’re loading a car to the roof and every extra item has to justify its existence against the scrutiny of a finite...

Keywords: trunk starlink, starlink mini, vehicle starlink, mobility starlink, portable starlink, car starlink, trip mini, starlink recommends, backup travel, mini destination
Source: allen.hutchison.org

Stop Treating AI Memory Like a Search Problem

I never actually switched to Bun. To be fair, it was a two-day curiosity that went nowhere. But this memory persisted for six months, popping up each time I asked about my build process and quietly pu...

Keywords: maintenance memory, remembering failing, ai bun, memory lifecycle, ai memory, weaker memory, using memories, memory reliable, memory persisted, memory decay
Source: towardsdatascience.com

Stop Using synchronized Everywhere — Atomic vs Volatile vs Synchronized in 2026

Stop Using synchronized Everywhere — Atomic vs Volatile vs Synchronized in 2026 The Most Confusing Trio in Java: Atomic, Volatile & Synchronized Explained" Educative Premium Plus (Sponsored) Best for:...

Keywords: concurrency java, java concurrency, synchronized java, java atomic, concurrency concepts, synchronized volatile, volatile synchronized, java multithreading, concurrency synchronization, threading concurrency
Source: javarevisited.substack.com

Daily Summary

Total articles: 97

Overall

-35e7a49c6df5---4 crawled_date: 2026-04-12T11:07:05.691869+00:00 feed_url: https://aws.plainenglish.io/feed published: Sun, 12 Apr 2026 10:02:27 GMT

Member-only st...

Keywords: crawled_date, 35e7a49c6df5 crawled_date, loo crawled_date, crawled_date 2026, summary crawled_date, ai 时代找到内容创作的护城河, ai播客的震撼与困惑刚刚认真听了我做的这一期, 以及对栋梁之材, 时代找到内容创作的护城河还有一些关于注意力管理, 这种说法的反思 ai播客的震撼与困惑

Taking on CUDA with ROCm: 'One Step After Another'

<a href="https://news.ycombinator.com/item?id=47745284">Comments</a>

Keywords: news ycombinator, href, ycombinator com, ycombinator, href https, comments, https news, 47745284 comments, news, com item
Source: eetimes.com

Tech valuations are back to pre-AI boom levels

<a href="https://news.ycombinator.com/item?id=47745120">Comments</a>

Keywords: news ycombinator, href, ycombinator com, ycombinator, href https, comments, https news, 47745120 comments, news, com item
Source: apollo.com

Tell HN: docker pull fails in spain due to football cloudflare block

I just spent 1h+ debugging why my locally-hosted gitlab runner would fail to create pipelines. The gitlab job output would just display weird TLS errors when trying to pull a docker images. After debu...

Keywords: tls failed, tls errors, pipelines gitlab, hosted gitlab, gitlab pipelines, debugging gitlab, weird tls, attempts tls, gitlab runner, gitlab job
Source: news.ycombinator.com

Tell HN: OpenAI silently removed Study Mode from ChatGPT

reply I think this is pretty much the entirety of study mode. Never used it before but as long as there's no UI changes, yes, it's 100% replicable.

Keywords: study mode, replicable, entirety study, 100 replicable, study, ui changes, ui, changes yes, yes, yes 100
Source: news.ycombinator.com

The Closing of the Frontier

The Closing of the Frontier The Anthropic Mythos announcement is the first time in my life I’ve felt truly poor. Maybe because I grew up on the internet and it was the one permissionless place where y...

Keywords: frontier history, survive frontier, constitution frontier, frontier did, closing frontier, getting frontier, frontier american, frontier anthropic, frontier, america opportunity
Source: tanyaverma.sh

The Death of Ingress-NGINX: A Post-Mortem Nobody Wanted to Write

-35e7a49c6df5---4 crawled_date: 2026-04-12T10:06:39.664266+00:00 feed_url: https://aws.plainenglish.io/feed published: Sun, 12 Apr 2026 10:00:12 GMT

The Death of Ingress-NGINX: A Post-Mortem Nobo...

Keywords: nginx ingress, kubernetes ingress, ingress nginx, ingress kubernetes, kubectl ingress, death ingress, ingress naming, unpatched ingress, thinking ingress, ingress maintained
Source: aws.plainenglish.io

The Economics of Judgment

The Economics of Judgment An academic paper confirms it: the bottleneck is judgment, and it's getting more valuable In recent months, I’ve shared thoughts on the human role in AI, the future of softwa...

Keywords: economic ai, ai industry, ai investment, economics judgment, valuable ai, cheaper ai, ai model, ai, treats ai, ai future
Source: adventures.nodeland.dev

The End of Eleventy

The End of Eleventy UPDATE: The Kickstarter has been cancelled and rescheduled for a few months from now due to emails not being sent, ruining the project's "momentum" despite reaching their goal in a...

Keywords: kickstarter rebrand, successful kickstarter, rebrand 11ty, kickstarter new, kickstarter, launched kickstarter, running kickstarter, feel kickstarter, update kickstarter, kickstarter cancelled
Source: brennan.day

The Free-Market Case for Data Centers

Making the AI revolution possible demands that we build the electrical infrastructure it needs. <img src="https://i0.wp.com/www.nationalreview.com/wp-content/uploads/2026/04/data-centers.jpg?fit=617%...

Keywords: ai revolution, making ai, ai, electrical infrastructure, infrastructure, infrastructure needs, data centers, build electrical, electrical, revolution possible
Source: nationalreview.com

The Jenkins Trap: Why Monolithic Pipelines Fail in the Cloud

-35e7a49c6df5---4 crawled_date: 2026-04-12T11:07:05.691869+00:00 feed_url: https://aws.plainenglish.io/feed published: Sun, 12 Apr 2026 10:00:42 GMT

The Jenkins Trap: Why Monolithic Pipelines Fai...

Keywords: jenkins pipelines, pipeline centralized, jenkins core, monolithic jenkins, jenkins server, cicd pipeline, distributed pipeline, outdated jenkins, built jenkins, devops infrastructure
Source: aws.plainenglish.io

The Peril of Laziness Lost

The peril of laziness lost In his classic Programming Perl — affectionately known to a generation of technologists as "the Camel Book" — Larry Wall famously wrote of the three virtues of a programmer...

Keywords: programmer laziness, laziness, laziness profound, peril laziness, code laziness, human laziness, virtuous laziness, laziness work, come laziness, talk laziness
Source: bcantrill.dtrace.org

Used Graphify to turn incidents into a queryable knowledge graph

Built on graphify, a tool inspired by Andrej Karpathy's LLM Wiki idea — instead of rediscovering knowledge from scratch on every query, have an LLM build a persistent, structured knowledge graph that...

Keywords: knowledge graph, community graphify, corpus graphify, incidents graphify, graphify tool, use graphify, graph communities, data graphify, existing graphify, explore graphgraph_report
Source: github.com

We have a 99% email reputation. Gmail disagrees

We have a 99% email reputation. Gmail disagrees.

Written:
on Oooooh boy. Let’s get this out of the way first. Email sucks. Now to the how and the why. We’re builders. We love making tools to help...
Keywords: emails reputation, reputation gmail, gmail deliverability, email reputation, gmail disagrees, deliver emails, gmail spam, meaning gmail, gmail definition, gmail
Source: blogfontawesome.wpcomstaging.com

We spoke to the man making viral Lego-style AI videos for Iran

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Keywords: 4i1_w_ x7, qyd z5e4, k7 lzqe, cxzh8 pk, cxzh8, ł3 xih, wu cxzh8, hl q7b, q7b k3, 4瘎 ύ0
Source: bbc.com

Week in Review: Most popular stories on GeekWire for the week of April 5, 2026

Get caught up on the latest technology and startup news from the past week. Here are the most popular stories on GeekWire for the week of April 5, 2026. Sign up to receive these updates every Sunday i...

Keywords: moves microsoft, microsoft names, longtime microsoft, tech vp, technology startup, microsoft, names tech, tech ecosystem, microsoft decision, tech new
Source: geekwire.com

What Does One Hour of Downtime Cost Your Business?

-35e7a49c6df5---4 crawled_date: 2026-04-12T11:07:05.691869+00:00 feed_url: https://aws.plainenglish.io/feed published: Sun, 12 Apr 2026 10:01:37 GMT

What Does One Hour of Downtime Cost Your Busin...

Keywords: disaster rpo, disaster recovery, disaster discovery, demystifying rto, understand disaster, rto technical, downtime rto, understand rto, engineering rto, documented rto
Source: aws.plainenglish.io

When the Cloud Gets Hit: Lessons from AWS Data Center Attacks

-35e7a49c6df5---4 crawled_date: 2026-04-12T11:07:05.691869+00:00 feed_url: https://aws.plainenglish.io/feed published: Sun, 12 Apr 2026 10:01:17 GMT

When the Cloud Gets Hit: Lessons from AWS Data...

Keywords: cloud resilience, cloud, cloud infrastructure, cloud just, break cloud, infinite cloud, cloud gets, cloud powerful, cloud like, cloud engineers
Source: aws.plainenglish.io

Why AI Sucks at Front End

<a href="https://news.ycombinator.com/item?id=47738864">Comments</a>

Keywords: news ycombinator, href, ycombinator com, ycombinator, href https, comments, 47738864 comments, https news, news, com item
Source: nerdy.dev

Why I’m Starting the AWS Developer Associate Certification Journey

-35e7a49c6df5---4 crawled_date: 2026-04-12T10:06:39.664266+00:00 feed_url: https://aws.plainenglish.io/feed published: Sun, 12 Apr 2026 09:59:32 GMT

Member-only story 🚀 Why I’m Starting the AWS D...

Keywords: certification aws, cloud certifications, certifications cloud, certification developer, aws certified, certified developer, aws developer, certifications, certification, associate certification
Source: aws.plainenglish.io

March 28–April 11, 2026 Welcome back to the WordPress.com changelog! We’ve had a packed two weeks of updates, including launching an alpha version of a new Telegram bot, shipping a cleaner way to mana...

Keywords: wordpress telegram, site telegram, telegram bot, bot telegram, telegram publish, new telegram, telegram, telegram built, telegram people, chat wordpress
Source: wordpress.com

Your AI Doesn’t Think — It Predicts.

-35e7a49c6df5---4 crawled_date: 2026-04-12T11:07:05.691869+00:00 feed_url: https://aws.plainenglish.io/feed published: Sun, 12 Apr 2026 10:01:29 GMT

And That Changes Everything.

Your AI Doesn’t...

Keywords: ai chatbots, chatbots expecting, treat ai, questions ai, chatbots, ai reliable, ai struggles, getting ai, changes ai, practice ai
Source: aws.plainenglish.io

Your AWS Certificate Makes You an AWS Salesman

I must have been the last developer still confused by the AWS interface. I knew how to access DynamoDB, that was the only tool I needed for my daily work. But everything else was a mystery. How do I a...

Keywords: aws pricing, aws effectively, aws interface, aws offers, use aws, learning amazon, confused aws, aws, build amazon, web hosting
Source: idiallo.com

Your ReAct Agent Is Wasting 90% of Its Retries — Here’s How to Stop It

Who this is for: ML engineers and AI builders running LLM agents in production — especially ReAct-style systems using LangChain, LangGraph, AutoGen, or custom tool loops. If you’re new to ReAct, it’s...

Keywords: react failures, llm agents, create_react_agent llm, llm tools, failures react, retrying tools, error tracking, max_react_retries max_react_steps, llm reasoning, designed retry
Source: towardsdatascience.com

Zero-Shot Classification with Amazon Bedrock Batch Inference

-35e7a49c6df5---4 crawled_date: 2026-04-12T10:06:39.664266+00:00 feed_url: https://aws.plainenglish.io/feed published: Sun, 12 Apr 2026 09:58:52 GMT

Zero-Shot Classification with Amazon Bedrock B...

Keywords: payload batch, classification pipeline, bedrock batch, bucket batch, batch inference, batch bucket, categorization batch, batch jobs, batch job, batch
Source: aws.plainenglish.io