v0.3 · Ship Ready · 610 tests · Open source · MIT license · No cloud

Tells you if your AI agents are working, what they're doing, and where your money goes.

18 features. One install. 60 seconds to first health data. Your data never leaves your machine.

$ pip install observeco && observeco dashboard click to copy

Works with Hermes, OpenClaw, Ollama, or any agent framework.

observeco dashboard

Fleet Health

6/8
agents alive · 2 degraded

Total Tokens Today

1.2M
across all agents · $0.04 estimated cost

Agent Fleet

AgentStatusTokensDriftErrorsCircuit
hound alive12.4K+2%0closed
kepler alive8.2K-1%0closed
aleph alive15.6K+5%1closed
dreamer degraded6.1K+12%3open
raven dead5open

18 features. Auto-detects your agent stack.

Everything you need to know if your agents are alive, what's in their context, and when something breaks.

💓

Pulse Check

Agent liveness — alive, dead, or errored. Every 30 seconds. Zero config.

Free

Circuit Breaker

N-failure trip → auto-block → cooldown. Stops cascade failures before they spread.

Free
🔧

Heal Button

One-click restart for dead agents. Manual trigger, you're in control.

Free
🧠

Token Breakdown

See exactly what's in your agent's context — identity, skills, memory, tools, guidance.

Free
📈

Drift Tracking

7-day rolling token trend per component. Know before context bloat becomes a problem.

Free
🔍

Brain Analysis

Find bloated, duplicate, or unused skills eating your context window. Compression preview with per-skill actions.

Free
🌱

Memory Garden

Duplicates, contradictions, stale entries — find and fix memory bloat.

Free
⏱️

Error Timeline

Full error history with context snapshots. Not just logs — annotated events.

Free
🔔

In-Dashboard Alerts

See alerts when you open the dashboard. Shows the discovery gap — how late you found out.

Free
💾

Local SQLite

All data on your machine. Zero cloud. Zero telemetry. Your agents' data stays yours.

Free
⚖️

Fleet Comparison

Side-by-side agent matrix — tokens, composition, drift, errors, circuit status. Compare any two agents instantly.

Free
📬

Push Alerts

Telegram, Discord, and email alerts when agents break. Delivery log, test button, channel management.

Free
🩺

Auto-Heal

Per-agent toggle, L2 thresholds, heal events log. Watch daemon auto-restarts dead agents.

Free
🔑

Pro License

Generate & revoke admin keys, self-serve billing via Stripe, trial management. Enterprise-ready licensing.

Pro
📖

Glossary

20+ entries with hint buttons across all tabs. Learn what drift, chisel, pulse, and clawforge mean — in context.

Free
🎯

Confidence Framework

FP/FN risk badges on every card. Know when to trust a recommendation and when to double-check.

Free
🔀

Hermes Plugin

Native OTEL plugin with 11 hooks. Real token tracking from every LLM call. Ships as a bundled Hermes plugin.

Free
📊

Token Analytics

Chart.js time-series dashboard with per-agent breakdown, cost estimation, and cache efficiency tracking.

Free

60 seconds to first health data.

01

Install

pip install observeco — one command, no dependencies to manage.

02

Discover

Auto-detects your agents from config files. Zero configuration if you use Hermes or OpenClaw.

03

Monitor

Dashboard shows fleet health, token breakdown, drift trends, and errors in real time.

$ pip install observeco
✓ Installed observeco-0.3.0
 
$ observeco pulse check
Agent Fleet Health
● hound alive · 30s ago · 12,400 tokens
● kepler alive · 30s ago · 8,200 tokens
● aleph alive · 30s ago · 15,600 tokens
● dreamer degraded · 2 missed heartbeats
● raven dead · no response in 5m
 
$ observeco dashboard
Dashboard running at http://localhost:8123

Built for agent operators, not infrastructure teams.

ObserveCo
Alternatives
Setup time
60 seconds — pip install, done
2+ hours — Grafana + Prometheus
Understands tokens
Per-component breakdown, drift, cost
Generic metrics, no context concept
Memory hygiene
Duplicates, contradictions, debt score
Not available
Circuit breakers
Built-in, auto-cooldown
Manual configuration
Auto-heal
Per-agent toggle, L2 thresholds
Manual restart required
Push alerts
Telegram, Discord, email
Manual integration required
Hermes plugin
Native OTEL plugin — 11 hooks
Manual integration required
Cost
Free forever — MIT license
$15-59/mo — per host
Data
Local — SQLite, no cloud
Cloud — your data leaves your machine

v0.3 is just the beginning.

We ship fast. Every week, new capabilities. The dashboard that sees problems also fixes them.

v0.2 · Shipped

Token Analytics + Data Infrastructure

Chart.js time-series dashboard, per-component token breakdown, drift tracking, memory garden, skill audit, heal button, error timeline, DB migrations.

v0.3 · Now

Auto-heal + Push Alerts + Pro Licensing

Watch daemon auto-restarts dead agents. Telegram, Discord, and email alerts. Fleet comparison, drift alerts UI, circuit breaker config UI, glossary, confidence framework, Pro license key management with Stripe billing. 610 tests. Hermes OTEL plugin.

v0.4 · Next

CI gates + Eval capture

CI quality gates with health thresholds. Eval dataset capture — save any agent turn as a regression test case. Static fleet report export.

v1.0 · Soon

OpenClaw runtime plugin

40-60% fewer tokens per turn. Intent-aware context loading that only loads what your agent needs, when it needs it.

See your agents in 60 seconds.

No signup. No account. Just open source.

$ pip install observeco && observeco dashboard

GitHub · MIT License · Built for the AI agent community