22 stories
91% of the most-starred repos on GitHub give their coding agent at least one instruction that never says which file, command or tool it means. In April we measured 28,721 repos, and our own limitations section admitted that a 10-star side project counted the same as a 50,000-star production repo.
I run ModernWebSEO, a small web design and SEO studio in Istanbul. Our own site is in four languages: Turkish (the main market, at the root), English (/en), Spanish (/es) and Arabic (/ar, right to left). The sitemap holds 700 URLs.
The memory built into a coding agent lives inside that vendor's tools. What I tell one agent stays with that agent, and the next one I open in the same project starts from nothing.
Agent skills (the SKILL.md files that Claude Code and Codex load) are easy to share, and GitHub is full of them. Each one was written for its author's project, with their stack, their scripts and their habits. Copy one into your repo unchanged and your agent inherits all of that.
Anthropic is folding its Cyber Verification Program and Project Glasswing into one offering, with three tiers of access to its most capable models for security teams that can prove who they are.
Claude Code used to feel like a brilliant teammate with no onboarding. Some days: tests first, small diff, asked before pushing. Other days: no tests, three "cleaned up" files, a PR opened on its own. The model wasn't the problem.
TL;DR Claude Code's built-in auto-continue (autoContinueAtUsageLimit, on by default: it waits for the usage limit to reset, then carries on) doesn't start in Remote Control sessions. As far as I found, only the interactive-mode docs page says so, and nothing on screen tells you.
When a support chatbot gives a wrong answer, the first instinct is to blame the model. But when I looked at how these failures are described in support and operations communities, a different pattern kept showing up: the model was faithfully repeating the documents it was given.
In the last post, I decided to hand the keyboard over to the AI. But how to use the keyboard, what the key layout is, which input method to use: all of that is still unclear. To get a filesystem built sooner rather than later, I still need to make a little more effort.
My own harness, the tooling I run around Claude Code, comes with a custom trust score. That trust score decides whether I can leave the agent alone yet, without supervision or if it's in my best interest to babysit it.
Too few tokens, too many spare quotas I do most of my development on a Claude Code subscription. Right now Claude Fable 5.1 and Opus 5.5 work extremely well, and I would simply call them the state of the art. The only problem is that I keep running out of tokens.
Quick version: LMCP is a Mac app that turns the apps you already use into tools your AI can call. Install it once and Claude Desktop, Claude Code, Cursor, Codex and other MCP clients can work with Mail, Calendar, Teams, Slack, WhatsApp, iMessage, Outlook, OneDrive, Google Drive, Zoom, Office files,…
A few months ago I was building a piece of software with Claude Code and at some point I ended up with 72 things to check by hand, the agent had finished, the tests were green, and I had no idea which of those 72 things I had actually tried and which ones I had only thought about trying.
AI coding agents are getting very good at navigating repositories. Ask an agent: "Where is the API timeout configured?" It will usually find something useful. Ask: "Is the API timeout 60 seconds?" It will probably search the codebase, find a 60, find a timeout configuration, and give you an answer.
As web scraping becomes more complex, the tools we use to navigate that complexity need to become smarter. I recently took some time to explore how Claude skills can be integrated into a web scraping workflow.
I'm a software engineer with 16 years behind me, now halfway through a double MSc in AI (EPITA × EM Normandie, the AIMS programme). In October I start looking for my end-of-studies internship. I needed one thing first: a short video that tells my story on LinkedIn. I don't do motion design.
Roblox AI in Blender: How We Built the Roblox Backrooms with 3D-Agent and Claude Opus 5.5 GL GL GL Follow Sep 30 Roblox AI in Blender: How We Built the Roblox Backrooms with 3D-Agent and Claude Opus 5.5 #roblox #blender #ai #3dagent 5 reactions Add Comment 3 min read
Claude Code makes a lot of small judgments that don't need a full LLM call: does this edit break a rule in my CLAUDE.md, which of my installed skills fits this prompt, does this diff need a careful review or a quick pass.
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