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Free workshop: Agentic Loops using Cursor Automations and Sentry (Sponsor)

Kent C. Dodds built Kody, and he's taking it apart live with Serge from Sentry:the agentic loops powering kody.codesCursor automationsSentry webhooks + Seerwhat's next for KodyBring questions. They're...

There's no reason for software to be slow anymore (27 minute read)

A lot of the tedium it used to take to get a tricky optimization working is now gone. Many optimizations that were previously too risky to try make sense to try out now. AI drastically reduces the cos...

The New MCP Roadmap (8 minute read)

The updated roadmap for the Model Context Protocol (MCP) sets the direction for protocol work over the coming months. It is organized into five priority areas: agentic messaging primitives, HTTP-nativ...

Aerospork (GitHub Repo)

AeroSpork is a fork of AeroSpace, an i3-style tiling window manager for macOS. It adds a settings GUI, notarized universal builds for both arm64 and x86_64, and a fix for monitor identity that uses Co...

Fable & The End of the Free Lunch (2 minute read)

When Moore's Law was in full effect, it didn't make sense to ruthlessly optimize code, as a new CPU would arrive in 18 months that would double performance. Developers only started to have to think ab...

‘Maybe I'm Psycho': Why Tech Founders And VCs Are So Online (11 minute read)

New news is coming out so fast that it seems crazy for a founder not to be fully plugged in. Being online can help build a presence and keep people as informed as possible. Posting frequently can help...

OpenRouter: One API. 500+ AI models. (Sponsor)

Access models from 80+ providers with better prices, automatic routing and fallbacks, and no subscriptions. Build with the right model for every request. See how it works.

Databasus (GitHub Repo)

Databasus is a free, open source, self-hosted backup tool for PostgreSQL that supports storage backends like S3, Google Drive, and FTP, plus notifications via Slack, Discord, and Telegram. It focuses ...

How CISA's BOD 26-04 changes vulnerability prioritization (1 minute read)

CISA's Binding Operational Directive 26-04 requires federal agencies to prioritize vulnerability remediation by actual risk rather than static severity scores. This post describes how Datadog's tools ...

An agent.md to improve LLM-assisted code quality (5 minute read)

A good coding harness can help improve code quality dramatically.

The asteroid currently hitting frontend web development (15 minute read)

The front end is less risky to just hand to an agent, so many AI coders will feel comfortable just letting their agents handle it unsupervised.

Wild AI-Related Reliability Incidents Are Coming (4 minute read)

AI agents acting as autonomous first responders may successfully resolve many routine incidents, but their ability to take operational actions also creates new failure modes when they encounter situat...

How I Find Problems to Solve as a Staff Engineer (6 minute read)

Finding problems comes from staying engaged with people's work long enough to see what no single request can show you.

There Continue to Be Reasons for Software to Be Slow (15 minute read)

LLMs can make performance work cheaper to implement, but implementation cost is often not the main reason optimizations do not ship: teams may tolerate slower software, cut engineering budgets, deprio...

Nvidia Is Spending $6 Billion to Build a Powerful US Alternative to Chinese AI (8 minute read)

Nvidia will invest $1 billion in AI startup Poolside at a pre-money valuation of $12 billion and will pay $6 billion to license Poolside's technology and hire the bulk of its engineers.

Fast and Hard Code (2 minute read)

AI enables developers to pick less common languages and work with much harder technologies.

Starting a quantitative trading firm with 0 experience (18 minute read)

Table/game selection is just as important as execution, especially in markets.

🦆 Rubber duck with the best at DevOpsDays Rockies, September 22-23, 2026 (Sponsor)

Craft brews, curated talks, and Open Spaces where you choose the topic. Celebrate 10 years of DevOpsDays Rockies at Bierstadt Lagerhaus in the heart of Denver. Register Now & Save 5% 🚀

Google Agent2Agent Protocol Joins AAIF (7 minute read)

Google's Agent2Agent Protocol, an open standard for cross-vendor agent communication, is joining the Agentic AI Foundation alongside the Linux Foundation-backed MCP ecosystem.

Sandboxing local AI Agents (22 minute read)

Local AI coding agents run arbitrary prompts with full access to a developer's machine, risking accidental or malicious file deletion and secret exfiltration.

Two numbers explain why millions stopped typing. (Sponsor)

Wispr Flow is 4x faster than your keyboard, and 89% of messages go out with zero edits. Speak naturally in any app and Flow delivers clean, formatted text where your cursor lives. No cleanup. Flow str...

Hugging Face's $13B Valuation (3 minute read)

Hugging Face reportedly worked with a bank to gauge buyer interest at a valuation of $13 billion or more, nearly triple its 2023 valuation. The potential price reflects the value of its model hub, dev...

Anthropic will give defenders what its strongest model finds, but not the model itself (3 minute read)

Claude Mythos 5 has been made available for code scanning in Claude Security. Anthropic is working on further integrating the model into partners' defensive projects. Anthropic is widening access to t...

Grok Bot is now included with more plans (4 minute read)

Grok Bot is expanding to all SuperGrok Plus, Cursor Pro+, and Cursor Teams plans, offering seamless AI handling for diverse tasks. Users can manage multiple bots for roles like Sales Prospector, Websi...

Remember when you used to spend hours typing prompts? Those days are over. (Sponsor)

AI prompts, email, briefs, Slack, Doc edits: Wispr Flow turns your voice into clean text. Flow works the second you install it, in every app and on every device, and 89% of messages get sent with zero...

Building a 24/7 Multi-Agent System: The SpaceXAI Playbook (100 minute read)

Grok Bot can operate as more than a set of independent assistants. Bots become a persistent multi-agent system when they are assigned explicit ownership, reusable Skills, event-driven Routines, typed ...

The Evolution of the Agent Harness (10 minute read)

AI models significantly improved when both model capabilities and agent harnesses advanced in tandem. Initially, models like ChatGPT relied solely on next-token predictions, but newer harness systems ...

Who Eats Memory Costs? (9 minute read)

Nvidia plans to pass rising memory costs onto customers, with AI server prices set to increase by over 15% for systems shipping next year. While HBM costs rise, Nvidia's pricing strategy helps protect...

Anthropic's Cheaper Opus 5 Overtakes Fable 5 in Corporate Spending (4 minute read)

Opus 5 overtook Fable 5 in corporate model spending within a month of launch. Low switching costs let businesses route routine work to cheaper models while reserving premium systems for tasks that req...

Are you rate-limited by your typing speed? (Sponsor)

With Wispr Flow, you never need to type a prompt again. Say it instead: 4x faster, 10x more context, 9/10 prompts sent unedited. Start for free

Are AI models breaking the shift-left model? (Sponsor)

Recent models have shown shocking capabilities to find and exploit vulnerabilities. Previous shift-left strategies might not be enough. Join Sonatype and IDC for a live webinar on the new AppSec rules

OpenAI temporarily cuts GPT-5.6 Sol API pricing (3 minute read)

OpenAI cut GPT-5.6 Sol API prices by more than 20% for three months.

The AI-Native SDLC playbook (47 minute read)

AI accelerates code writing, but outdated SDLC processes slow potential productivity gains.

More data than open-source AI is taking share from OpenAI and Anthropic (1 minute read)

Open source has gone from 28% token share to 62% token share at Vercel over the last two months.

Meta hires OpenAI veteran Luke Metz (1 minute read)

Luke Metz left OpenAI in 2024 to join Thinking Machines, then rejoined OpenAI earlier this year.

Inherent, founded by DeepMind alumni, says its AI 'teammate' just outperformed Anthropic and OpenAI at replicating research (5 minute read)

Inherent's AI agent, Faraday, outperformed larger models by Anthropic and OpenAI at replicating research papers using a smaller 27 billion parameter model.

A startup trains AI on living human skin tissue (6 minute read)

Outer Biosciences keeps donated human skin tissue alive and measures how it responds to compounds, then trains models on the resulting biological data.

Everything I own, owned

https://web.archive.org/web/20260823225933/https://schlarp.c... Comments URL: https://news.ycombinator.com/item?id=49413320 Points: 1354 # Comments: 335

Ubuntu Phone engineers reunited by a decade-old bug closure

A decades-old bug on Ubuntu’s Launchpad marked as invalid at the weekend lead to an impromptu reunion for many of Canonical’s former engineers. Bug #1589796 was filed in 2016 by a user who...

I were 17, I'd learn how to build LLMs from scratch

https://xcancel.com/paulg/status/2091544343589060625 Comments URL: https://news.ycombinator.com/item?id=49412396 Points: 434 # Comments: 536

Who’s behind the new ‘stealth model’ Ox Alpha?

A mysterious new AI model called Ox Alpha has driven certain corners of the internet into a frenzy of speculation.

Training AI to Paint with Code

Article URL: https://surya.website/rling-qwen-to-paint-with-code Comments URL: https://news.ycombinator.com/item?id=49411800 Points: 102 # Comments: 12

Uber faces fine of nearly $1B over automated driver suspensions

The Dutch Data Protection Authority is fining Uber €825 million in the second largest penalty issued under Europe’s GDPR.

Linkdaze’s smart calendar is built to run a household, not just track a schedule

Linkdaze's smart digital calendar stands out for not putting its features behind a paywall, including an AI meal planner tool.

Show HN: I wrote a BASIC interpreter that boots on UEFI machines

I started writing Thoreau BASIC because I wanted a small, old-fashioned BASIC interpreter: line numbers, immediate mode, simple graphics, strings, arrays, the sort of environment where the computer st...

TechCrunch Mobility: The custom chip driving Waymo’s robotaxi ambitions

Welcome back to TechCrunch Mobility — your central hub for news and insights on the future of transportation.

How Cursor beat Git's scalability shortcomings

S3 keeps the source of truth while local NVMe repositories do the latency-sensitive work

Flock CEO calls for ‘compromise’ as surveillance company faces growing backlash

Flock Safety faces a growing public outcry over concerns that its surveillance technology could be misused.

GTA VI: all the news on Rockstar’s next entry in the Grand Theft Auto series

It’s been over a decade and two console generations since GTA V came out, and its sequel is still a work in progress. GTA VI has faced multiple delays, with developer Rockstar Games bumping back its p...

Is it legal to train AI models on copyrighted books? It’s complicated

Most published authors have, without their knowledge or consent, contributed to the development of the same AI tools that threaten to undermine their livelihoods. That seems illegal, right?

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