Nicheloom

Market intelligence for builders — see what's gaining traction before it's crowded.

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.

Other launches for this product

Same idea, different domain

Nobody's really built a observability & eval tool for Media & entertainment yet.