Analyze this codebase to generate or update .github/copilot-instructions.md
for guiding AI coding agents.
Focus on discovering the essential knowledge that would help an AI agents be immediately productive in this codebase. Consider aspects like:
- The "big picture" architecture that requires reading multiple files to understand - major components, service boundaries, data flows, and the "why" behind structural decisions
- Critical developer workflows (builds, tests, debugging) especially commands that aren't obvious from file inspection alone
- Project-specific conventions and patterns that differ from common practices
- Integration points, external dependencies, and cross-component communication patterns
Source existing AI conventions from **/{.github/copilot-instructions.md,AGENT.md,AGENTS.md,CLAUDE.md,.cursorrules,.windsurfrules,.clinerules,.cursor/rules/**,.windsurf/rules/**,.clinerules/**,README.md}
(do one glob search).