[tjdonley]

Summary

• Reframe the README around concrete demo waste: 4 issues, $0.060000000 wasted spend, retry-loop/spec-violation evidence, and 2.00x multi-agent overhead.
• Add a searchable guide for debugging Langfuse traces, detecting agent retry loops, and using AgentProf as a local LLM agent cost profiler.
• Add search-oriented package metadata, example-report notes, and supporting spec/report-scope wording.
• Set GitHub repository topics for AI agents, Langfuse, agent observability, LLM cost profiling, retry loops, and trace analysis.

Validation

• git diff --check
• uv run python -c "import pathlib, tomllib; tomllib.loads(pathlib.Path('pyproject.toml').read_text()); print('pyproject ok')"
• uv run pytest -> 138 passed
• uv build