Goatfied blog
Developer-to-developer writing. No fluff. Just what worked, what failed, and what shipped.
devex
Technical field guide on branch aware context retrieval pipelines failure patterns and fixes for teams building dependable AI coding workflows.
security
Technical field guide on pull request summaries that engineers actually read failure patterns and fixes for teams building dependable AI coding workflows.
open-source
Technical field guide on fine tuning vs rag for code assistants failure patterns and fixes for teams building dependable AI coding workflows.
ux
Technical field guide on sandboxing untrusted tools in dev workflows failure patterns and fixes for teams building dependable AI coding workflows.
review
Technical field guide on latency budgets for ghost text experience failure patterns and fixes for teams building dependable AI coding workflows.
prompting
Technical field guide on repository indexing that keeps context fresh failure patterns and fixes for teams building dependable AI coding workflows.
deployment
Technical field guide on model routing between fast and smart engines failure patterns and fixes for teams building dependable AI coding workflows.
benchmarks
Technical field guide on debugging ai generated code with checklists failure patterns and fixes for teams building dependable AI coding workflows.
agent-loop
Technical field guide on secret detection before agent execution failure patterns and fixes 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.
devex
Technical field guide on inline diff ux that reduces review fatigue failure patterns and fixes for teams building dependable AI coding workflows.
security
Technical field guide on pr triage automation with risk scoring failure patterns and fixes for teams building dependable AI coding workflows.
