83 browser-use trajectories, visualized
Details
- External ID
- 46736978
- Source
- HN
- Company
- —
- Product
- 83 browser-use trajectories, visualized
- Website domain
- vercel.app
- Launched
- Jan. 23, 2026
- Cohort
- —
- Upvotes
- 7
- Upvotes percentile
- 0.3544137022397892
- Tags
- —
- Fetched at
- Sept. 7, 2026, 9:25 p.m.
- Updated at
- Sept. 7, 2026, 9:25 p.m.
Description
Hey all, Justin here. I previously built Phind, the AI search engine for developers.One of the biggest problems we had there was figuring out what went wrong with bad searches. We had tons of searches per day, but less than 1% of users gave any explicit feedback. So we were either manually digging through searches or making general system improvements and hoping they helped.This problem gets harder with agents. Traces are longer and more complex. It takes more effort to review them, so I'm building a tool that lets you analyze LLM outputs directly to help developers of LLM apps and agents understand where things are breaking and why.I've put together a demo using browser-use agent traces (gpt-5): https://trails-red.vercel.app/viewerIt's early, but I have lots of ideas - live querying of past failures for currently-running agents, preference models to expand sparse signal data.Would love feedback on the demo. Also if you're building agents and have 10k+ traces per day that you're not looking at but would like to, I'd love to talk.
Enrichment
- Theme
- browser automation and scraping for AI
- Vertical
- Horizontal
- Function
- Observability & eval
- Audience
- Developer
- AI stance
- Not AI
- Project type
- Hobby / open-source project
- Normalized one-liner
- visualization of browser automation trajectories
- Manually corrected
- False
Could you build this?
Yes This is a frontend visualization dashboard rendering recorded browser-use trajectory steps, screenshots, and action logs.
Discussion
1 comment analyzed.
Competitors mentioned: Claude in Chrome agent
Concerns raised: Cannot build into projects yet
Feature requests: Leaderboard or benchmark to compare
Competitors
Other products that read as similar to this one — 338 launches clear the similarity bar, closest 8 shown.
Attention rank: #227 of 339 (itself plus its competitors, highest first — normalized so YC and Product Hunt are compared fairly).
Launched 83 days after the earliest competitor.
- Oodle.ai · hn · 2026-07-14 · 31 upvotes · similarity 0.53
- Buildbox: Agent analytics for real user outcomes · yc · 2026-08-03 · 10 upvotes · similarity 0.48
- Telem · hn · 2026-08-27 · 8 upvotes · similarity 0.46
- Agentic Data Analysis with Claude Code · hn · 2026-03-10 · 6 upvotes · similarity 0.46
- Meta-agent: self-improving agent harnesses from live traces · hn · 2026-04-06 · 14 upvotes · similarity 0.45
- Agent Flow: A beautiful way to visualize Claude Code actions · hn · 2026-03-26 · 5 upvotes · similarity 0.44
- Tabstack · hn · 2026-01-14 · 130 upvotes · similarity 0.44
- Morph Reflexes · hn · 2026-06-30 · 20 upvotes · similarity 0.43
Other launches for this product
- No other launches for this product.
Same idea, different domain
Nobody's really built a observability & eval tool for Media & entertainment yet.