See what your AI
is actually doing.
A web dashboard embedded in the vault server.
Beacon is a React dashboard that runs inside the Korva vault binary. It turns the invisible — observations, sessions, tool calls, code health — into something you can browse, search and act on, all from localhost:7437.
The problem Beacon solves
AI assistants work in a black box. You see the code they produce, but not the decisions they recorded, the patterns they mined, or what a session actually cost. Beacon makes the whole system observable, so a tech lead can manage AI work the way they manage everything else.
What Beacon does
Vault explorer
Browse and full-text search every observation, filtered by project, type, date or skill match — with a timeline view.
Session replay
Watch an AI session step by step: which MCP tools were called, in what order, with timing and source attribution.
Code health & insights
A composite 0–100 code-health score with A–F grade and trend, pattern-mining insights and decision-drift alerts.
Cost & ROI tracking
Token analytics, cost summaries and anomaly detection — so AI spend is measured, not guessed.
Open Beacon
$ korva vault start
→ vault listening on :7437
→ Beacon dashboard → http://localhost:7437
# Served from the vault binary itself —
# no separate process, no cloud, works offline.Beacon at a glance
- React 19 dashboard, embedded in the vault
- Served from localhost:7437 — fully local
- Vault explorer, session replay, admin panel
- Code health, cost tracking, knowledge graph
- Teams tier unlocks the full analytics suite
korva vault startkorva beaconkorva status Make AI work observable
Beacon opens automatically once the vault is running — no extra setup.
Install in 30 seconds