Best Products
Launches
Launch archive
Most-loved launches by the community
Launch Guide
Checklists and pro tips for launching
News
Newsletter
The best of Product Hunt, every day
Stories
Tech news, interviews, and tips from makers
Changelog
New Product Hunt features and releases
Forums
Forums
Ask questions, find support, and connect
Kitty Points Leaderboard
The highest scoring community members
Streaks
The most active community members
Events
Meet others online and in-person
Advertise
Subscribe
Sign in
Clear text
recent
p/lineage-lens
by
Praveen
•
17d ago
The gap between "reviewed" and "rubber-stamped" for AI-generated code — is it measurable?
... whether a behavioral floor, even an imperfect one, is better than no floor at all. Curious if anyone here has built or worked with review quality measurement systems and what signals you found actually correlated with genuine engagement
vs
. nominal approval. Project: https://www.lineagelens.dev/ Comment from Praveen(@praveen62): @fabriziowexare I really like the idea of weighting review depth by blast radius rather than treating every PR the same. A superficial review on a CSS tweak and a superficial review ... ... line floor reads sensible. The more durable signal you might already be sitting on is content-of-comment: did the reviewer reference something not in the diff itself (a test name, a related ticket, a prior bug)? Bots and
rubber
2
9
p/pushary
by
Aadil Ghani
•
1mo ago
How do you stay aware of what your AI coding agents are doing?
... because it's the one that quietly defeats the whole feature: the person most likely to switch off the mirror on high-risk tiers is exactly the person who's
rubber
-stamping and doesn't want to hear it. Full per-tier opt-out hands the
rubber
343
457
p/producthunt
by
fmerian
•
7mo ago
The Breakpoint [2025-12-10] - Rubber duck everything
... JavaScript toolkit, got recently acquired by @Anthropic @Unosend is an API-first, cost-effective email platform @Pylar securely connects your entire data stack to any AI agent @8bitcn/ui turns @shadcn/ui into an 8-bit styled component library
Rubber
duck everything Here's the thing: Sometimes it's good to take a step back and reflect
rubber
2
17
Subscribe
Sign in