Answers about building software with AI
Working with coding agents, reviewing generated code, and what changes when a model writes the first draft. Practical answers, with the sources attached.
8 answers in this topic
Trust the action, not the refusal
A visible refusal is not a safety guarantee if the assistant still writes harmful code. Check file diffs, sandboxing, and approval flow, not just text.
Do coding agents need a stricter PR review gate now?
Coding agents can move fast, so merge gates need to catch stale approvals, missing checks, and risky diffs before code lands.
Can my AI coding agent update an existing pull request?
Yes. An AI coding agent can update an existing pull request by pushing new commits to the same branch, or by editing the branch tied to that PR.
How to make your coding agent add a proof test before review
A practical way to make a coding agent add a test that proves the change works before you open or review the PR.
Can my coding agent review its own pull request first?
Learn when a coding agent can review its own pull request, what GitHub Copilot can do, and where human review still matters before you merge.
Get Your Coding Agent to Run Tests Before a PR
Set the agent to run tests locally, wire the command into the repo workflow, and block pull requests until checks pass.
What to check first in agent-generated pull requests
Start with the PR’s intent, diff scope, and tests, then verify behavior, side effects, and rollback risk before reading style details.
How to review pull requests from an AI coding agent
Review AI-authored pull requests by treating them like any other change, then add an AI pass, run checks, inspect diffs, and own the merge.
Answers are the easy part
The rest usually needs people. DevConnect is a free community for developers building with AI: share what you are shipping, find someone to build it with, and see jobs with the salary in the ad. No account needed to look around.