How we use Effect and ast-grep to make our codebase work better with agents

At Fiberplane we were early adopters of Claude Code, and like most teams we went through a learning curve. The first sessions were promising but messy: the agent would produce code that worked but didn’t fit the codebase, handle errors inconsistently, or quietly introduce patterns we didn’t want. We