Skip to content

Comment on Ask HN: How do you go from writing code to deploying with agents?

Comments

I'm building solo and am extensionally using Claude Code for development and testing. The following scheme finally works great for me.

First of all, the agent writes code. After that, it creates tests and verifies that all of them work correctly by cracking the checks and rerunning the test suite.

Secondly, it gives me the ready to test code + set up environment (stage). I'm checking that the code actually works, and if not, we are making some fixes until I'm fully satisfied with the result.

Thirdly, the agent starts an external review using skill for code review and usually makes some additional fixes to codebase and corrects tests again.

After all, we are ready to commit and push the feature to the main branch. Before merging, we start CI/CD - which is important because it does a type check - and wait until the run finishes successfully.

That's how it happens in my case.

Quick note: this plan was built after many iterations of coding and testing, and it has finally proved that it works.

do you read the code and test code? how do you know that the tests are any good? in my experience a lot of the time it will just mock the expected outcome and then it passes but it doesn't actually test behaviour.

Most of the time it works as you said, but I implemented one rule that fixed these issues for me: my agent doesn't count a test until it has watched it fail.

The process works the following way: the agent writes the test, then it deletes the code it covers, reruns the test, confirms it goes red, and finally puts the code back.

Here is what made me start doing this. An e2e test for a touch gesture was green for weeks. I deleted the gesture handler, and the test stayed green, because Playwright's synthetic touch isn't actually a touch, so the test had never once exercised the thing it was named after. Reading it would never have shown me that.

It's discipline, not tooling. I don't run mutation testing; it's manual and only around whatever I just changed. And to be straight about your first question: it's the agent reading that test code, not me. Which is exactly why I don't rely on reading to catch this. Breaking the code and watching the test go red doesn't care who read it.

I use a combination of automated and manual testing. I spent a bunch of time setting up playwright testing at the start of my project, and then I shunt that through ZAP as well so that it can have a good understanding of how things work.

If gives me a pretty solid map of what is working well, and aids in driving through security testing.

Still not a replacement for manual testing. Us meatbags still have a knack for royally messing up the expected use cases :P

Sadly I can't rely on manual testing in my professional work although for personal projects it's how I do it too

AboutSource Built by g1lg1l

Hackerly is an independent reader for Hacker News, built on the public HN API. Not affiliated with Y Combinator.