Good To Go The missing piece in AI-assisted development: knowing when you’re actually done. The Problem No One Talks About AI coding agents are transforming software development. They can write code, fix bugs, respond to review comments, and create pull requests. But they all share one fundamental problem: They can’t reliably know when a PR is ready to merge. Think about it. When you ask an AI agent to “fix the CI and address the review comments,” how does it know when it’s finished? CI is running… is it done yet? Let me check again. And again. CodeRabbit left 12 comments… which ones actually need fixes vs. which are just suggestions? A reviewer wrote “consider using X”… is that blocking or just a thought? There are unresolved threads… but the code was already fixed in the last commit. Without deterministic answers, agents either: Poll indefinitely - checking CI status in a loop, burning tokens Give up too early - “I’ve pushed my changes” (but CI is failing) Miss actionable feedback - buried in a sea of informational comments Ask you constantly - “Is it ready now? How about now?” The Solution: Deterministic PR Analysis Good To Go provides a single command that answers the question definitively: That’s it. One command. One answer. Status Meaning What to Do READY All clear Merge it ACTION_REQUIRED need fixes Address them UNRESOLVED_THREADS Open discussions Resolve them CI_FAILING Checks not passing Fix the build No ambiguity. No guessing. No infinite loops. How It Works Good To Go analyzes your PR across three dimensions: 1. CI Status Aggregation Combines all GitHub check runs and commit statuses into a single pass/fail/pending state. Handles the complexity of multiple CI systems, required vs optional checks, and in-progress runs. Not all review comments are created equal. Good To Go classifies each comment as: ACTIONABLE - Must fix before merge (blocking issues, critical bugs) NON_ACTIONABLE - Safe to ignore (praise, nitpicks, resolved items) AMBIGUOUS - Needs human...
First seen: 2026-01-17 17:24
Last seen: 2026-01-17 18:24