Goatfied blog
Developer-to-developer writing. No fluff. Just what worked, what failed, and what shipped.
open-source
Technical field guide on prompt patterns for reliable test generation failure patterns and fixes for teams building dependable AI coding workflows.
ux
Technical field guide on gpu economics for self hosted code models failure patterns and fixes for teams building dependable AI coding workflows.
review
Technical field guide on cursor copilot continue cody windsurf codeium comparison framework failure patterns and fixes 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.
deployment
Technical field guide on agentic planning for cross package refactors failure patterns and fixes for teams building dependable AI coding workflows.
benchmarks
Technical field guide on context window budgeting under token pressure failure patterns and fixes for teams building dependable AI coding workflows.
agent-loop
Technical field guide on completion ranking with repository signals failure patterns and fixes for teams building dependable AI coding workflows.
architecture
Technical field guide on lsp routing strategies for monorepos failure patterns and fixes for teams building dependable AI coding workflows.
devex
Technical field guide on branch aware context retrieval pipelines production playbook for teams building dependable AI coding workflows.
security
Technical field guide on pull request summaries that engineers actually read production playbook for teams building dependable AI coding workflows.
open-source
Technical field guide on fine tuning vs rag for code assistants production playbook for teams building dependable AI coding workflows.
ux
Technical field guide on sandboxing untrusted tools in dev workflows production playbook for teams building dependable AI coding workflows.
