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EZYE OS · AI Agents
Your AI agent works in the demo.
Then it embarrasses you in front of a real client.
The five-step evaluation loop that turns every failure into a permanent test, so your agent gets more reliable every time it breaks.
What's inside
- The eval loop GitHub used to cut false positives 95%
- All five steps: Define, Protect, Test, Diagnose, Regress
- Turn every real failure into a test it can't fail again
- How to make an agent reliable enough to charge for
EZYE OS · AI Agents Cheat Sheet
The Agent Evals Loop: From Demo to Billable
by Divjot Sahni · EZYE Consulting · ezye.com.au
Why tweaking the prompt never fixes it
1
The demo problem: your agent looks perfect until a real client asks something it hasn't seen
2
Why each prompt tweak silently breaks two things you already fixed
3
The one shift that separates experimenting from engineering...
Step 1 — Define a good answer in writing
1
Write down what a correct response actually looks like before you touch anything
2
The three qualities every good answer needs (most people only check one)
3
How to turn a vague standard into something you can test against...
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