Goatfied blog
Developer-to-developer writing. No fluff. Just what worked, what failed, and what shipped.
agent-loop
Technical field guide on secret detection before agent execution production playbook for teams building dependable AI coding workflows.
architecture
Technical field guide on telemetry ethics for open source assistants design tradeoffs for teams building dependable AI coding workflows.
architecture
Technical field guide on telemetry ethics for open source assistants failure patterns and fixes for teams building dependable AI coding workflows.
architecture
Technical field guide on telemetry ethics for open source assistants implementation guide for teams building dependable AI coding workflows.
architecture
Technical field guide on telemetry ethics for open source assistants operational checklist for teams building dependable AI coding workflows.
architecture
Technical field guide on telemetry ethics for open source assistants production playbook for teams building dependable AI coding workflows.
prompting
Technical field guide on tool call retries with deterministic guards design tradeoffs for teams building dependable AI coding workflows.
prompting
Technical field guide on tool call retries with deterministic guards failure patterns and fixes for teams building dependable AI coding workflows.
prompting
Technical field guide on tool call retries with deterministic guards implementation guide for teams building dependable AI coding workflows.
prompting
Technical field guide on tool call retries with deterministic guards operational checklist for teams building dependable AI coding workflows.
prompting
Technical field guide on tool call retries with deterministic guards production playbook for teams building dependable AI coding workflows.
benchmarks
A reproducible framework for benchmarking Goatfied, Cursor, and GitHub Copilot on real pull-request tasks — the metrics that matter, the harness to run, and how to read the results.
