Blog
News, updates, and insights from the Aigon team.
Guidelines and Documentation — Teaching LLMs Where to Go
Tests catch violations after the fact. Documentation tells the LLM what to do in the first place — hierarchical, declarative, and maintained. Proactive guidance beats reactive enforcement.
Testing and Linting — Keeping LLMs on the Rails
Tests and linting are table stakes. But with LLMs, you need structural linting — architectural rules encoded as automated checks — to stop the codebase from drifting into chaos.
Does Vibe Coding work?
Vibe coding is amazing — until your project hits a wall. Not a bug, not a performance issue. Complexity itself becomes unmanageable.
MCP Best Practices — The CaSH Model
How we solved MCP context bloat with just three functions: Call, Skill, Help — and hierarchical namespaces.
Friends Don't Let Friends Install Skills: The Security Risk of Claude Code's Skill System
Claude Code skills can pre-approve tools, run shell commands at load time, and be invoked autonomously — all without informed consent.