Goatfied blog

Benchmarks, deployment notes, and hard-won patterns

Developer-to-developer writing. No fluff. Just what worked, what failed, and what shipped.

A control loop diagram representing an autonomous coding agent

agent-loop

The Goatfied agent loop: how we ship code that compiles first try

Inside Goatfied's autonomous agent loop — plan, constrain, edit, validate, retry — and why a compile-first gate is what makes AI-written code trustworthy in real repositories.

2026-05-279 min read

A large codebase being refactored across many files

refactoring

Multi-file refactors with Goatfied: case studies from real codebases

How Goatfied handles cross-repo, multi-file refactors — renaming core types, extracting modules, and changing signatures across dozens of call sites — without breaking the build.

2026-05-259 min read

Benchmarks, deployment notes, and hard-won patterns

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The Goatfied agent loop: how we ship code that compiles first try

Multi-file refactors with Goatfied: case studies from real codebases