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DanManREAL/ AI_LAB
Updated Oct 24, 2026Request a test

Work with meChecked October 9, 2026

Agent reliability sprint

Tools

Agent reliability sprint

Work with me

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

Five days of fixed-scope work to put written rules and an automatic check around your AI coding assistants, ending in a handoff you can keep.

The lab

See what happened when I put AI tools to work: the results, the costs and the things that went wrong.

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