Back to library
AI & Tooling

Your first week pairing with an AI agent

Treat the agent like a sharp new teammate, not a magic box — here's how to get real work done together in five days.

MC
Mike Curry
Founder · learn.curry.io · Jun 14, 2026
8 min
Your first week pairing with an AI agentAI & Tooling

The engineers who get the most out of an AI agent aren't the ones with the cleverest prompts. They're the ones who onboard it like a capable new hire: clear context, small tasks, tight feedback. Here's a five-day plan to go from "this is uncanny" to "this is part of how I work."

Day 1 — Give it the context you'd give a new hire

An agent dropped into a cold repository performs about as well as a contractor with no onboarding. Before you ask for anything ambitious, point it at the things a new teammate would read first: the README, the architecture notes, the conventions doc, a recent pull request you're proud of. State the non-obvious rules out loud — which directories are off-limits, how you name things, what "done" means here.

Most disappointing first sessions are really context problems wearing a prompt costume.

Days 2–3 — Work in small, verifiable loops

Resist the urge to hand over a whole feature. Ask for a change you can review in one sitting and verify in one command. The agent proposes, you run the test, you accept or correct. Each loop teaches you where it's strong and teaches it your standards.

Key takeaway
Smaller diffs aren't a limitation — they're the mechanism. Short loops keep you in control of correctness and keep the agent anchored to something real.

Day 4 — Go looking for where it breaks

Spend a session deliberately probing the edges. Hand it an underspecified task and watch what it assumes. Ask it to touch unfamiliar code and see whether it asks for context or invents it. The failures are the valuable part: they tell you which jobs need a tight leash and which you can delegate with confidence.

Write down what you learn. "Great at mechanical refactors, shaky on our auth flow" is worth more than any generic best-practices list.

Day 5 — Turn what you learned into a playbook

By Friday you have a feel for the partnership. Capture it: a short prompt preamble with your conventions, a list of tasks you trust it with, and a list you don't. That document is the actual deliverable of week one — it's what makes week two twice as fast.

The goal was never to be replaced or to replace your judgment. It's to spend your attention where it matters and let the agent carry the rest.

Want a coach in your corner?

Book a 1:1 call — we'll map your next step and pressure-test your plan. Formal courses coming soon.

Book a call