Local AI orchestration dashboard

One observability panel for all local AI sessions and tool calls, so vibe-coding isn't a black box

Problem

More people run multiple parallel tasks in Codex / Claude Code, yet have zero visibility into whether processes are stuck, how much they consume, or what each session produced. Some get rate-limited or suspect they're being throttled, and others complain that big-vendor AI tools are buggy and rough. The missing piece isn't another model — it's visibility into the local AI workflow.

Solution

A menu-bar / tray dashboard that auto-discovers locally running AI tool processes and sessions, showing status, token usage, duration, and recent output per session, with alerts for stalls or quota anomalies. All data stays local.

Users

Indie devs and AI tinkerers heavily using Codex / Claude Code / local agents

MVP

Auto-discover local AI CLI processes and sessions; menu-bar status with token estimates; stall / quota anomaly alerts; local session log viewer; export usage report

Revenue

One-time desktop license; Pro adds team-shared dashboards and history analytics

Why now

Local AI coding tools exploded, but local-side observability is nearly untouched; an indie dev can deliver 80% of the value with process + log scraping