# Loop Report

## Objective

Add generated workload sizing and production/security documentation without making live TiDB, OpenAI, or real company data required.

## Files Changed

- `src/handovergap/workload.py`
- `src/handovergap/cli.py`
- `README.md`
- `SECURITY.md`
- `CHANGELOG.md`
- `docs/29_production_adoption.md`
- `tests/test_workload.py`
- `tests/test_cli_help.py`

## Validation

- [x] `.venv/bin/pytest`
- [x] `.venv/bin/ruff check .`
- [x] `.venv/bin/handovergap workload-benchmark --scenarios 1000 --iterations 2`

## Evaluation Integrity

- [x] generated workload is synthetic and labeled as not a TiDB latency claim
- [x] no real company data is used
- [x] no OpenAI/TiDB runtime is required
- [x] production docs explicitly forbid secrets and real sensitive data in examples

## Observations

- `handovergap workload-benchmark` now reports generated local workload row counts and p50/p95 materialization time.
- `SECURITY.md`, `CHANGELOG.md`, and `docs/29_production_adoption.md` add product-readiness trust signals.
- Live TiDB p50/p95 remains a separate optional validation task.

## Failures

- None.

## Next Recommended Loop

Run a live TiDB validation on a fresh or migrated alpha schema, then commit/push the accumulated work.
