AI code review that sees your context, not just your diff. Unblocked draws on context from your whole repo, Slack, Jira, docs, PR history, and more. Every comment moves the conversation forward with cited sources. The result: high-signal comments you'll actually want to implement.
Hey Product Hunt!
Brandon, DevRel at Unblocked. We built Unblocked Code Review to give every PR the context it deserves.
It runs automatically when you open a PR, connecting to Unblocked's context engine to surface insights from your Slack conversations, Linear/Jira tickets, documentation, and previous PRs. It understands your complete codebase across repositories, not just the diff.
You can also chat with any PR to steer the review, ask questions about the codebase, or generate diagrams to understand the changes. This tremendously helps human reviewers quickly parse, understand impact, and blast radius of changes.
Every finding validates the intent of your code change against what your team actually decided, not generic rules.
I'm curious, what's your biggest code review pain point?
Great project! High-quality memory implementation is a common challenge across all AI projects.
The "near zero false positive rate" from Matt's review is the real differentiator. Every AI code review tool I've tried drowns you in noise - 50 comments per PR where maybe 2 matter. If you've actually solved signal-to-noise, that's huge.
Curious about the security angle - does it catch things like hardcoded secrets or auth bypasses that slip through when AI-generated PRs come in faster than humans can review them? That's becoming the biggest gap as more teams adopt vibe coding.
@dennispilarinos Congrats on the launch Dennis! How does this handle ambiguous situations where the “right” answer depends on team context or judgment?
We've been on the beta for this for several months, and it has been great. False positive rate is near zero, "oh wow, good catch by Unblocked" rate is at least 1 per day. It is much quieter - in the best possible way - than competing tools we've tried, it is almost always right (for us, in our codebase), and it provides actionable feedback. We were delighted when we realized it was sometimes intentionally tagging folks in comments who have worked and commented a lot on code near the change(s) under review, but hadn't otherwise been notified about a PR. This is the most thoughtful, human-friendly UX I've encountered in any AI-enabled tool.
Pulling in larger codebase/product/org context makes so much sense. Can't wait to try this out!
Hard part with AI PR review is staying quiet. Only comment when issues are found in Unblocked Code Review is a good default. How do you decide when to chime in, and can teams cap comments per PR? That's the restraint that earns trust.
Hey Brandon, that line about validating intent against what the team actually decided, not generic rules, is a good insight. Was there a specific PR where you approved something that looked fine in the diff but totally missed context from a Slack thread or ticket?
Congrats on the launch — love the context-first layer powering smarter AI code reviews.
About Unblocked Code Review on Product Hunt
“AI code review that knows when to chime in”
Unblocked Code Review launched on Product Hunt on February 4th, 2026 and earned 230 upvotes and 13 comments, placing #8 on the daily leaderboard. AI code review that sees your context, not just your diff. Unblocked draws on context from your whole repo, Slack, Jira, docs, PR history, and more. Every comment moves the conversation forward with cited sources. The result: high-signal comments you'll actually want to implement.
Unblocked Code Review was featured in Software Engineering (42.3k followers), Developer Tools (511.2k followers) and Artificial Intelligence (466.5k followers) on Product Hunt. Together, these topics include over 159.8k products, making this a competitive space to launch in.
Who hunted Unblocked Code Review?
Unblocked Code Review was hunted by Brandon Waselnuk. A “hunter” on Product Hunt is the community member who submits a product to the platform — uploading the images, the link, and tagging the makers behind it. Hunters typically write the first comment explaining why a product is worth attention, and their followers are notified the moment they post. Around 79% of featured launches on Product Hunt are self-hunted by their makers, but a well-known hunter still acts as a signal of quality to the rest of the community. See the full all-time top hunters leaderboard to discover who is shaping the Product Hunt ecosystem.
Reviews
Unblocked Code Review has received 4 reviews on Product Hunt with an average rating of 5.00/5. Read all reviews on Product Hunt.
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Brandon Waselnuk