Ross ROSS = Recommend OSS · open-source software intelligence for agents

vercel-labs/dev3000

Captures your web app's complete development timeline - server logs, browser events, console messages, network requests, and automatic screenshots - in a unified, timestamped feed for AI debugging. observed · 2026-08-28

github.com/vercel-labs/dev3000 · homepage · TypeScript · MIT (permissive) observed · 2026-08-28

Health v2 · maintenance only

80/100

  • Activity 95
  • Release rhythm 92
  • Longevity 26
How is this computed?

round(0.45*activity + 0.35*rhythm + 0.20*longevity); archived -> min(score, 10) — computed 2026-09-03. Adoption (stars, forks) is never an input.

  • gap_med: 19
  • age_days: 365
  • days_rel: 55
  • days_push: 33
  • n_releases_24m: 4

Full methodology

Adoption not part of the score

1567 stars · 97 forks observed · 2026-08-28

What it is AI-extracted, prompt v1, taxonomy v1, 2026-08-30, confidence not recorded

dev3000 (d3k) is an agent-first local web debugging runtime that starts your dev server and a monitored browser, capturing server logs, browser events, console messages, network requests, and screenshots into one timestamped feed. It exposes CLI commands and a skill so coding agents can inspect unified evidence and drive the managed browser for autonomous debugging.

Use cases

  • debug my web app's checkout flow with AI
  • capture server logs and browser errors in one timeline
  • let my coding agent watch for errors while I reproduce a bug
  • automatically screenshot pages during local development
  • inspect network requests and console messages from a dev session
  • give Claude or another agent browser control to test my app

When to choose

  • you develop web apps (especially Next.js) with AI coding agents and want unified debugging context
  • you need correlated server and browser logs, network activity, and screenshots in one feed
  • you want an agent to autonomously drive a monitored browser and read errors

When to avoid

  • you only need simple log tailing without browser monitoring
  • your project is not a web app with a dev server
  • you cannot use Node.js 24+ or do not want a managed Chrome profile

Facets

cli-tool · maturity active

developer-tools logging monitoring testing e2e-testing agent-framework developer-tools web-development cli cross-platform ai-debugging browser-monitoring chrome-devtools-protocol dev-server screenshots coding-agents nextjs tui debugging ai-agents nodejs

3 sources

Member repositories

RepositoryRoleHealth v2
vercel-labs/dev3000main80

For agents

markdown · JSON · MCP: product_card(name="vercel-labs/dev3000")

Data as of 2026-08-30T08:39:29.467469+00:00 · Report a problem