Work with meChecked October 9, 2026
Agent reliability sprint
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In the workshop
Agent reliability sprint
This five-day service helps teams write down how their AI coding assistants should work and add an automatic check for those rules.
You get the rules, the check and a written handoff to review before you accept the work.
Who it helps
- Teams that already use AI coding assistants every day
- Teams that have had a scare and want the rules written down
- Anyone who needs to show how a release was made
What you can do
- Get written rules for how your project is handled.
- Get an automatic check, one that runs whenever the code changes, to enforce those rules.
- Get a record of where each release came from.
- Get findings from past incidents, with the evidence.
- Get a written technical handoff.
Good to know
- It is five days of fixed-scope work, not an ongoing retainer. The job is done when the rules, one automatic check and the evidence are delivered and you accept the work.
- It does not promise that an AI assistant will never make a mistake.
- Checkout on the offers page needs a signed-in DanManREAL account. That page shows the current price and exactly what is included.
Get started
The lab
- 33 new working tools. One session.
ChatGPT + Codex built 33 new DMR_REMOTE tools - Useful review, inconsistent grades
Gemini 4 Argon reviewed a finished episode: 14 clips, one flag, one inconsistency - Extra review cost more on both repairs
Does an extra AI review step pay off? A small DeepSeek trial said no