Bear – enforcing architectural boundaries for agent-generated code
IR-first workflow where agents update contracts before writing code—genuine governance signal.
Unified AI agent contract manager for engineering teams.
Single YAML contract eliminates instruction drift across Claude, Cursor, and Copilot.
Engineering teams using multiple AI coding tools (Cursor, Copilot, Claude)
Cursor rules · Claude.md templates · Copilot instruction files
IR-first workflow where agents update contracts before writing code—genuine governance signal.
YAML contracts enforce agent behavior where Guardrails and LMQL focus on outputs.
AST-parsed skills with line citations when Firecrawl and JinaAI already exist.
Curated prompt templates for Claude and Gemini coding agents.
Kubernetes-native AI agent orchestration via YAML; early but self-hosting Kelos development proves the loop.
Kubernetes for AI agents with YAML manifests and GitOps workflows.