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Rill

Browser evidence for you and your AI agents

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Your agent says it works. See for yourself. Rill records your AI agent’s browser run with video, console logs, network requests, and an interaction timeline. Replay the flow, investigate failures, and share the whole run in one link. Use it to review a fix before shipping, attach evidence to a pull request, or give the next person or agent the context to continue.

PH · launched Sep 18, 2026 · 1 upvote (top 69%) · 1 view

Niche: ai agent observability platforms · 220 launches, 5 in the last 7 days ▼ -64% · Explore this niche →

Category and tags
  • Horizontal
  • Observability & eval
  • Developer
  • AI-native
  • Commercial product
  • Developer Tools
  • Artificial Intelligence
  • OpenAI Day

Visit website ↗ Source listing ↗

More like this: all 220 launches in ai agent observability platforms →

Could you build this?

Partial The frontend UI and agent recording integration are straightforward, but running isolated, reliable cloud browsers that stream synchronized video, DOM timeline, console logs, and HAR network traces requires non-trivial infrastructure.

What it would actually take: The stack would combine Playwright/Puppeteer with a custom Chrome DevTools Protocol (CDP) multiplexer in Docker containers orchestrating headless Chromium. Synchronizing video capture (via WebRTC/ffmpeg or screencast CDP events) with millisecond-accurate network HAR and console events requires a tailored capture pipeline. Scaling this securely per-user requires container orchestration (like Kubernetes or Fly.io Machines) with ephemeral sandbox isolation.

Competitors

Other products that read as similar to this one : 246 launches clear the similarity bar, closest 8 shown.

Attention rank: #211 of 247 (itself plus its competitors, highest first, normalized so YC and Product Hunt are compared fairly).

Launched 297 days after the earliest competitor.

Related data

The niche, labels, vibe code rating and competitor comparison on this page are analysis by Nicheloom. If you use them, please credit nicheloom.com. How you may use our data.