I Built a Claude Skill That Proofreads Short-Drama Lines for Spanish & Brazilian Portuguese
Chinese short dramas live and die by their lines — fast, slangy, full of idioms that carry the joke or the insult. And those are exactly the lines t…
Team Management
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How to set up Claude Code for your whole team (not just your own laptop)
Most developers who try Claude Code start the same way: open a repo, ask for a change, and get something that is almost right. The code compiles, bu…
60 Claude Certified Architect Exam Questions & Answers (CCAR-F)
Which exam are you preparing for? Architect Foundations (CCAR-F) Architect Professional (CCAR-P) Associate (CCAO-F) Developer (CCDV-F) All 60 origin…
Anthropic’s Scion Shows Why AI Agents Are Forcing a Rethink of Source Control
Anthropic has redesigned its internal source-control infrastructure after AI-assisted development pushed its daily merge volume from roughly 2,500 c…
Your AI Coding Agents Are Filling Up Your Disk. Here’s How to Clean Up Safely
agent-janitor scans agent data across tools, shows what it finds, and archives eligible files before removing them. If you use AI coding agents regu…
Claude Code's keep-coding-instructions kept 1,044 tokens in the full prompt, 0 in the short one, and 18 of 18 fixes matched
On Claude Code 2.1.289 with Opus 5.5, keep-coding-instructions: true decided whether a 1,044-token # Doing tasks section stayed in the system prompt…
Stop your AI assistant from guessing addresses: live maps tools for Claude, ChatGPT and Cursor
Ask an AI assistant for a pharmacy that's open late near an address, or a realistic drive time, and you'll often get a confident answer that was nev…
Five Ways My AI Agents Went Wrong (and What I Changed)
I run a small software company by myself. Claude Code agents play the engineers, QA, marketing and so on. It works better than I expected, but almos…
How I set up Claude Code: one rulebook, a 12-step relay to use it daily
Claude Code used to feel like a brilliant teammate with no onboarding. Some days: tests first, small diff, asked before pushing. Other days: no test…
Claude Code Stop hooks: making the agent finish its homework"
Every coding agent I use has the same habit. It does the work, writes a lovely summary, and stops. The summary lives in the chat. The chat scrolls a…
claude code token optimizer vscode extension
TL;DR I built a vscode extension that reads the session transcripts claude code already writes to ~/.claude/projects/ and turns them into a dashboar…
I Built a Full PWA Game in One Day with Claude Opus 5.5 and Claude Code (Here Is the Real Token Cost & Harness Setup)
On a Sunday, I turned a slightly silly idea into an actual game: Montanha: Zero Day , a cyberpunk platformer in the style of Mega Man X that runs in…
I got tired of logging in and out of Claude Code, so I built a one-command account switcher
Quick confession: last week I logged out of my work Claude Code account four times in one afternoon. Nothing was broken. I just have a second accoun…
Sity — AI assistant with persistent memory and its own cognitive architecture.
I've been building Sity for the past ~4 months. It's a self-hosted conversational AI that runs entirely on a Raspberry Pi 4B (backend, database, TTS…
How to Create Claude Skills: Build, Install and Test Your First Skill
Here is how to create Claude Skills, from the first SKILL.md to installing the skill in Claude.ai or Claude Code and testing that it triggers. In Pa…
Claude Code said "Done." My tests said otherwise. Here's the 20-line fix.
If you use Claude Code, you've seen this: claude: Done! Partial refunds are implemented. ✅ Then you run the tests yourself and four of them fail. Cl…
RPI in Practice: Research, Plan, Implement with Claude Code Subagents
Our first article on the RPI framework covered the why: coding agents do their best work when you split a task into Research, Plan and Implement, an…
AI Is Making Code Cheap. Verification Is Becoming the Expensive Part
Anthropic published a post about their CI infrastructure that I keep coming back to. The headline number is that Claude writes 80% of their code. Th…
We let agents run the boring half of our projects. They ask better questions than we did
How a small team built an agentic workflow for the point where a project stops being talked about and starts being built. Every project has two halv…
Anthropic Batch API: 112 of My 1,842 Jobs Never Came Back
A user emailed me a screenshot of an empty report. Score field blank. I opened the database and found the row sitting there with score = NULL , crea…
Your coding agent remembers more than MEMORY.md — so I built a local inspector for it
I've been using AI coding agents heavily, and I kept running into the same problem: Useful context doesn't live in one place A coding agent may have…
Anthropic Releases Open-Source Bloom and Petri for AI Behavior Auditing
Anthropic has released Bloom , an open-source framework for automated behavioral evaluations of frontier AI models, alongside Petri , a companion to…
The Moat Machine: I Wrote About Product Strategy in 2022. In 2026 I Built the AI Plugin That Runs It.
The Moat Machine: I Wrote About Product Strategy in 2022. In 2026 I Built the AI Plugin That Runs It. In December 2022 I published a UX Collective a…
Claude Code vs Codex vs Cursor: Which One Actually Makes Me Faster?
AI Coding Tools: Which One Actually Makes Me Faster? AI coding tools are no longer just autocomplete. They can read code, explain unfamiliar modules…
Claude 3.5 Sonnet is more than an upgrade. It’s a new workflow.
Anthropic just shipped Claude 3.5 Sonnet, its first model in the new 3.5 series. It’s faster and cheaper than Opus, and outperforms it on several ke…
The reply-length check existed for three weeks. The batch a human flagged never touched it: guarding the wrong path
On 2026-09-05 the owner of our shop looked at three replies the agent was about to send and asked a question no test had asked: why are these all th…
Audit Your CLAUDE.md With Evidence, Not More Rules
A CLAUDE.md file should make the next coding task safer and easier to verify. Too often it becomes a scrapbook: an old setup command, a temporary re…
Dario Amodei’s AI Policy Agenda Calls for Pacing Frontier Development
Dario Amodei has published a policy essay arguing that the pace of frontier AI development is outstripping the ability of public policy to respond.…
Nexpath Review: Can an AI Prompt Quality Layer Make AI Coding Safer?
AI coding tools have made it easy to go from an idea to working code. You describe what you want, send the prompt, and a few moments later you have…
Automating Pull Request Workflows with Claude Task Master
Introduction Developers spend a lot of time managing pull requests, fixing CI failures, and responding to review comments. Claude Task Master provid…