Practical guides for developers who use AI coding agents and want them to stop repeating the same mistakes. Every article ends with something you can ship today.
Your agent just ran git push --force on main. Again. Here is how to make that physically impossible with a pre-action gate that takes two minutes to set up.
Claude Code Git Safety Pre-Action GatesVibe coding is fast until your agent deletes a production table or rewrites a file you did not ask it to touch. This guide shows how to add guardrails without slowing down.
Vibe Coding Guardrails MCPWhat pre-action gates are, how they differ from prompt rules, and why enforcement beats instructions. A technical deep-dive for developers building on the Model Context Protocol.
MCP PreToolUse TechnicalTsinghua researchers formalized agent harnesses as first-class objects with contracts, verification gates, and durable state. ThumbGate implements this pattern in production today.
Research Agent Harness NLAHOne command. Works with Claude Code, Cursor, Codex, Gemini, Amp, and any MCP agent.