Donnie Flood

ContextBot is free during our public beta. Install the GitHub App and get your first context-improvement PR in minutes. ContextBot stops the context rot. contextbridge.ai/blog/contextbo…

ContextBot does more than read PR comments. It learns from the code you merge every week. The diff itself carries signal about how your team writes code. That's where the implicit patterns live.

Your CLAUDE.md used to be accurate. 200 PRs later? It's full of legacy instructions. And your agent is a confused slop-machine.

🎶ContextBot stops the context rot 🎶 (contextbridge.ai/contextbot/) #vibejingle #earworm

OH: "You know what's really cool? A trillion tokens."

We broke down both studies and built a practical framework for context files that actually improve outcomes. contextbridge.ai/blog/your-ai-c…

Quick audit for your CLAUDE.md or AGENTS.md: For every line, ask: if I deleted this, would the agent behave differently? If not, that line is just burning tokens.

Two studies tested AI context files. One found they decreased success rates by 3%. The other found they improved pass rates from 53% to 100%. Both are right. Here's why:

Tried out `claude remote-control` last night. ran on my desktop then connected via the claude app on my phone. it kinda worked but kept dropping the connection. seemed fairly unstable. I ended up just connecting remotely via shelly app over tailscale and running via CLI.

claude code folks, you shouldn't sleep on codex. The desktop app is pretty darn good. I say that as a regular CC user. Also, gemini cli isn't half bad.

Here's a diff that was suggested by Claude for design rules to ensure better website design outcomes in the future. Will it work? Who knows??? Vibes-based context engineering isn't measurable!

The fact that prompting a new model to generate a "pelican riding a bicycle" is a wildly accepted eval is kinda crazy. simonwillison.net/2026/Feb/19/ge…

How is Gastown doing? Are people using it? Is it working? I see some recent commits but want to hear from someone using it. (Talking about this github.com/steveyegge/gas…)

@ImAVibeCoder haha. agreed they rot fast.

@floodfx i update my AGENTS.md basically every time i notice claude doing something dumb repeatedly. so like... daily lol. the files rot fast if you set and forget them

AI engineering folks - How are you keeping your AI coding context files from rotting? When's the last time you updated your CLAUDE | AGENTS | Cursor rules, etc?