You ship with coding agents
Codex, Claude Code, Cursor, or a custom harness is producing work faster than you can confidently review it.
I review one real workflow and one recent failed or risky run, then map the first three places it loses context, skips evidence, or needs an explicit stop line.
This is a narrow operational review, not another general AI strategy session.
Codex, Claude Code, Cursor, or a custom harness is producing work faster than you can confidently review it.
Agent runs vary by operator, project context, evidence quality, or what a human remembers to check.
One workflow works for a few people, but you need explicit boundaries before broader rollout.
The output is designed to change the next run, not become a strategy deck that nobody uses.
What the agent was asked to do, what context it received, and which tools it used.
Where state is missing, stale, hidden in chat, or unlikely to survive the next handoff.
Which claims, code changes, or handoffs are missing inspectable evidence.
Explicit triggers, blocked actions, and the evidence required to continue.
A compact pre-run and pre-handoff checklist for the next workflow execution.
An implementation recommendation only when the diagnostic exposes a repeatable system problem.
No platform migration or long consulting engagement is required.
Name the workflow, its owner, and the recent run that made you question it.
Agree on the fixed boundary and pay before sharing workflow material.
Share a sanitized transcript, log, screenshot, or summary with a do-not-share list.
Get the risk map, three stop lines, and checklist within three business days.
Start with the smallest sanitized artifact that still shows the workflow failure.
The diagnostic identifies workflow reliability risks. It does not certify safety.
Send a short description of the workflow and the failure that made you hesitate. I will confirm whether it fits the fixed diagnostic before any payment or intake.