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Real-time dashboard for Claude Code agent teams

Details

External ID
47602986
Source
HN
Company
—
Product
Real-time dashboard for Claude Code agent teams
Website domain
github.com
Launched
April 1, 2026
Cohort
—
Upvotes
77
Upvotes percentile
0.8759640102827764
Tags
—
Fetched at
Sept. 7, 2026, 9:26 p.m.
Updated at
Sept. 7, 2026, 9:26 p.m.

Description

This project (Agents Observe) started as an exploration into building automation harnesses around claude code. I needed a way to see exactly what teams of agents were doing in realtime and to filter and search their output.A few interesting learnings from building and using this:- Claude code hooks are blocking - performance degrades rapidly if you have a lot of plugins that use hooks- Hooks provide a lot more useful info than OTEL data- Claude's jsonl files provide the full picture- Lifecycle management of MCP processes started by plugins is a bit kludgy at bestThe biggest takeaway is how much of a difference it made in claude performance when I switched to background (fire and forget) hooks and removed all other plugins. It's easy to forget how many claude plugins I've installed and how they effect performance.The Agents Observe plugin uses docker to start the API and dashboard service. This is a pattern I'd love to see used more often for security (think Axios hack) reasons. The tricky bit was handling process management across multiple claude instances - the solution was to have the server track active connections then auto shut itself down when not in use. Then the plugin spins it back up when a new session is started.This tool has been incredibly useful for my own daily workflow. Enjoy!

Enrichment

Theme
AI agent frameworks and developer tools
Vertical
Horizontal
Function
Observability & eval
Audience
Developer
AI stance
AI feature
Project type
Commercial product
Normalized one-liner
dashboard for claude code agent teams
Manually corrected
False

Could you build this?

Yes It is an observability dashboard that intercepts Claude Code tool execution hooks or reads local log/event streams and visualizes agent status using standard full-stack web technologies.

Discussion

20 comments analyzed.

Competitors mentioned: Sugar (multi-agent SDK), Gas Town (orchestrator), OpenClaw (agent coordination), agent-super-spy (prompt visibility tool)

Concerns raised: Claude code hooks cause performance degradation with many plugins, Agents report false success when errors are silenced ("sanitised optimism"), Opacity: agents only report curated, optimistic summaries of their work, Stale quality metrics in autonomous agents producing bad outputs, Agents reviewing their own output tend to confirm their own beliefs

Feature requests: Tree view UI showing parent-child relationships between spawned agents, Systematic diff-level verification to catch unintended file replacements, Raw prompt visibility to debug agent behavior, Explicit PASS/FAIL/UNKNOWN verdict format for acceptance criteria with evidence

Competitors

Other products that read as similar to this one — 281 launches clear the similarity bar, closest 8 shown.

Attention rank: #41 of 282 (itself plus its competitors, highest first — normalized so YC and Product Hunt are compared fairly).

Launched 146 days after the earliest competitor.

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