Goatfied blog
Developer-to-developer writing. No fluff. Just what worked, what failed, and what shipped.
deployment
Technical field guide on agentic planning for cross package refactors implementation guide for teams building dependable AI coding workflows.
benchmarks
Technical field guide on context window budgeting under token pressure implementation guide for teams building dependable AI coding workflows.
agent-loop
Technical field guide on completion ranking with repository signals implementation guide for teams building dependable AI coding workflows.
architecture
Technical field guide on lsp routing strategies for monorepos implementation guide for teams building dependable AI coding workflows.
devex
Technical field guide on branch aware context retrieval pipelines design tradeoffs for teams building dependable AI coding workflows.
security
Technical field guide on pull request summaries that engineers actually read design tradeoffs for teams building dependable AI coding workflows.
open-source
Technical field guide on fine tuning vs rag for code assistants design tradeoffs for teams building dependable AI coding workflows.
ux
Technical field guide on sandboxing untrusted tools in dev workflows design tradeoffs for teams building dependable AI coding workflows.
review
Technical field guide on latency budgets for ghost text experience design tradeoffs for teams building dependable AI coding workflows.
prompting
Technical field guide on repository indexing that keeps context fresh design tradeoffs for teams building dependable AI coding workflows.
deployment
Technical field guide on model routing between fast and smart engines design tradeoffs for teams building dependable AI coding workflows.
benchmarks
Technical field guide on debugging ai generated code with checklists design tradeoffs for teams building dependable AI coding workflows.
