'Enshittified at a Surprising Clip': A Week of Hacker News on AI Coding Tools
Some fortnights the complaints about AI come from people who barely use it. This one they came from the people who use it most. Scroll Hacker News o…
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How I Architected 84 Custom Skills for Claude Code to Automate My Daily Engineering
I've been using Anthropic's Claude Code and autonomous coding agents in production daily as an AI Product Manager & Full-Stack AI Engineer at a…
Anthropic’s AuditBench Signals a More Practical Test of AI Alignment Auditing
Anthropic’s AuditBench research points to a more demanding way of assessing AI alignment: testing whether evaluation tools help an investigator unco…
Anthropic's frontend-design skill names the three cliché "AI looks", hex codes included
Anthropic ships an official Claude Code skill whose whole job is stopping your agent from designing the same page every other agent designs. It is c…
Claude Structured Outputs Refusal Handling: Stop Parsing HTTP 200 Refusals
Claude structured outputs refusal handling belongs before domain deserialization. A successful HTTP exchange only says the API accepted and processe…
Is “Please double-check before use” an honest safety boundary?
Ai can make mistakes... I understand why this warning exists. But I keep wondering whether we’ve normalized an impossible expectation. I use AI for…
Anthropic Opens MHS Research Preview for Unified AI Control of Lab Hardware
Anthropic has begun a research preview of the Model Hardware Standard (MHS) , an open standard intended to give AI agents a common way to discover,…
Anthropic Opens MHS Research Preview for AI Agents Operating Physical Hardware
Anthropic has opened a research preview of the Model Hardware Standard (MHS) , a shared specification intended to help AI agents safely operate phys…
How I Set Up Claude to Actually Work Like My Pair Programmer
For the first few weeks with Claude Code, I used it like an overqualified search engine paste an error, grab the snippet, fix whatever it broke, and…
Claude Function Calling with API Gateway: Build a Secure Serverless LLM Endpoint
When Claude wants to run code, you need a webhook it can call. Most teams slam together a Lambda URL, but that skips critical security and versionin…
Claude Opus 5 API Access: Pricing, Setup, and Model Comparison (As of Aug 2026)
Claude Opus 5 API Access: Pricing, Setup, and Model Comparison (As of Aug 2026) As of Aug 2026, Claude Opus 5 API access is fully open to individual…
AI Infrastructure, Next.js & Software Architecture: 2 Breaking Dev Trends Developers Should Act On
The AI stack is no longer just about picking a model, and modern web development is no longer just about shipping features. This week, two developme…
I built an RPG that teaches Claude Code by making you actually use it
Most tool documentation teaches by just telling you things. You read a page about /model , or hooks, or subagents, nod along, and forget it by the t…
No signup. No card. Free GPT & Claude.
Just go to: https://Duck.ai Duck.ai (by DuckDuckGo ) lets you chat with several AI models for free. Your requests are anonymized, and chats aren’t s…
The Upgrade That Wasn’t: When ‘Newer’ AI Feels Like a Downgrade
Some fortnights the complaint is the bill. This one it was the product itself. Across the forums where paying customers of the big AI tools compare…
Feedback wanted
I've spent the last month building a fully automated video pipeline: Claude Code + Remotion + ElevenLabs v3 + WhisperX, going from a script idea → r…
I Was Burning $1.20 a Night on Nothing: A Claude Code Skill Library That Harvests and Curates Itself
Going from ¥100k/month as a student to ¥1.2M/month wasn't a matter of working harder. It was a matter of building an environment that keeps running…
Using Your Claude Subscription in Pi Agent — At Your Own Risk
If you use Pi and you're willing to gamble your Anthropic account on it, here you go: https://github.com/spksoft/pi-sub-anthropic That sentence is n…
Four Alarm Slots, Three Failure Modes: Building a Nightly Drain That Survives Sleep, Races, and Timeouts
Every night my Mac quietly rewrites my long-term memory. Not metaphorically — a shell script drains that day's Claude Code conversation logs into an…
Claude Code Overtakes GitHub Copilot: What JetBrains' Survey of 15,000 Developers Says About AI Coding Agents in 2026
AI coding agents are no longer an experiment. According to JetBrains' Developer Ecosystem Survey 2026 , 90% of professional developers now use AI co…
I gave my AI a supervisor. It built a bureaucracy.
For about three months I have been running two AIs against each other on purpose. The setup first, because nothing below makes sense without it. I a…
Rate Limits Cost Me a Whole Night of Work — Here's the 46-Line Script That Fixed It
Every heavy Claude Code user eventually hits the wall: the 5-hour rate limit block. I'm Lily. I lost my income overnight to a company-initiated layo…
Level 100: Claude foundations
There are four basic components: Claude Code Agent SDK Claude API MCP Claude Code Claude Code is Anthropic's agentic command-line tool for code gene…
Building a Reliable Multi-Agent Pipeline with the Claude API: Orchestration Patterns That Hold Up in Production
Most "multi-agent" demos fall apart the moment you put them in front of real data. One agent's hallucination becomes the next agent's input, costs b…
Your Agent Loop Is Lying About Being Done: Writing Verifiable Stop Conditions
TL;DR — A loop is only as trustworthy as its stop condition. "Done" has to be checkable by a different model — tests pass, lint clean, schema valida…
Everyone is hyping Claude Code. I used Google Jules to build and ship a phone tracking app—entirely from my phone on the beach.
Don't get me wrong: I love Claude Code. I use it every single day. I’ve used its various models to build several apps, utilities, reports, presentat…
Stop chasing fads. Operate Claude like a startup founder.
I am running an AI-native startup. Early on though, I would spend so much time staying ahead of every new AI hot take that I lost focus on what I ne…
A pre-flight checklist for shipping a Claude connector
Writing an MCP server is the easy part. Shipping one as a Claude connector means passing four gates that have nothing to do with your business logic…
The Ralph Loop: running coding agents for hours
Anyone who has run a coding agent on a real task — not a demo, a multi-hour grind through a milestone — has watched the same decay curve. The first…
Running the blog's content autopilot on a Claude subscription, not API credit
Ahnii! https://jonesrussell.github.io/blog/content-autopilot/ covers how this blog's Content Autopilot workflow mines, curates, and publishes withou…