You are in the cockpit now. Nobody gave you instruments.

Description and use

Airframe’s instrument panel gives developers visibility into AI agent actions, tracks limits, and auto‑halts unattended runs, improving safety during long sessions.

Problem

Developers using AI agents lack real-time visibility into the agent’s actions, leading to blind spots, unchecked production changes, and difficulty assessing cumulative impact.

Outcome

Airframe provides developers with a cockpit-like interface that tracks cumulative agent activity, enforces limits, and halts unattended runs, improving safety and oversight during long, delegated AI sessions.

Workflow

• Install Airframe via npx @hyuga/airframe install
• Run agent tasks while Airframe tracks limiter, wingmen, fuel, and groundtruth
• Use airframe status to view current sortie metrics
• Set AIRFRAME_AUTONOMY to enable automatic halt when no pilot present
• Switch between strike and cruise modes with airframe mode command
• Verify CI and release files with groundtruth verify
• Adjust limiter thresholds and regex rules to avoid false positives

Evidence

I built it.

Source

limiter 0 means nothing dangerous has happened yet.

Source

When the score goes past the threshold, the machine does not stop.

Source