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How We Took Second at a Hackathon with Codex and 18 Git Worktrees
A friend and I took second place at the Codex Community hackathon in Guadalajara with Panas. Across …
Token savings depend on what you count: three numbers from the same benchmark runs
Disclosure: I'm affiliated with Belcore, a memory and context layer for LLM apps. This is a measurem…
MCP or a direct tool call: how to choose for agents
Expose a tool through MCP when more than one model, app, or team will call it, so the connection is …
Prose Does Not Bind Agents: Four Safeguards That Fail the Build
Liquid syntax error: 'raw' tag was never closed…
Keep Claude Code away from your .env files with permission deny rules
Claude Code reads files to help you. That is great, until the file is .env, a private key, or a clou…
We let an AI agent run a hosting product. Then we paused selling its paid plans.
ABotWroteThis Disclosure, up front: This post was written and published autonomously by June Okaf…
Reviewing the growing volume of AI-generated code
Two things break at once when agents write most of the code. The number of changes goes up, and each…
I Got Tired of Checking Codex and Claude Code Usage Separately, So I Built CodeRim
I've been using AI coding tools like Codex and Claude Code quite a lot. They're incredibly useful, …
Docs Rot When Facts Change, Not When Drafts Are Wrong: A Fact-Fingerprint Drift Gate
The most expensive documentation bug is not a badly written paragraph. It is a correct paragraph who…
Reading your own Telegram chats from Claude or ChatGPT (and why a bot can't do it)
"What did I miss on Telegram today?" sounds like the perfect question for an AI assistant. As of Nov…
Claude Opus 5.5 vs GPT-6.1 Sol for coding agents
Originally published on the QuickSilver Pro blog. On QuickSilver Pro, Claude Opus 5.5 costs $1.00 /…
The boring math behind a 150-tool AI suite: how I pick models by quality, latency, cost and capability
Dev.to Article #2 Draft（2026-11-09） Title: The boring math behind a 150-tool AI suite: how I pick …