Use cases

The journey, exactly as it runs.

No hand-wavy demos. Each of these is the real path from a trigger to a verdict — a branch, a PR, a deploy id, and a result you can read.

Users hit a TypeError in production

A Sentry error becomes a merged PR

  1. Sentry groups it into one unresolved issue with a stable fingerprint.
  2. Monitor ranks severity by blast radius — 100+ users = critical.
  3. A mission is enqueued with full context; the same fingerprint never duplicates.
  4. The cycle fixes the bug, adds the missing test, and proves it.
  5. SHIP opens a PR; you approve the gate; Aion deploys and monitors.

→A real pull request from a real error — the flow validated on a live instance.

A one-sentence feature request

Export reports as CSV

  1. You give intent, not prompts: “users can export reports as CSV”.
  2. PLAN names a branch and scopes the work.
  3. CODE writes the endpoint and the test that covers it.
  4. VERIFY boots the app and confirms the download actually works.

→A reviewable feature PR that follows your repo conventions.

PostHog trend collapse on /signup

Catch a conversion regression

  1. PostHog signals a collapse; Monitor turns it into a high-severity mission.
  2. The cycle bisects recent changes and reproduces the regression.
  3. It ships the fix and re-checks the funnel after deploy.

→A product regression caught and corrected before it costs a week of signups.

Intermittent CI failures

Eliminate a flaky test

  1. The mission targets the flaky suite directly.
  2. Aion roots out the race or order-dependence and stabilises it.
  3. TEST runs prove the fix; the PR explains the root cause.

→A quiet CI and a documented fix — no more “just re-run it”.

A framework or library upgrade

Safe dependency bumps

  1. One cycle per package, isolated and budgeted.
  2. Each bump is built, tested, and the app is booted before shipping.
  3. Anything that fails loops back to CODE instead of forward.

→Upgrades that land verified instead of “it compiled, ship it”.

Scheduled hardening pass

A standing security sweep

  1. Preinstalled skills scan for vulns, secret leaks, and edge gaps.
  2. Findings become gated missions with proposed remediations.
  3. Output is scrubbed for secret shapes before it is ever stored.

→Security work that proposes and ships fixes instead of filing tickets.

See these grouped into solutions →

use cases

Bring your own trigger.

Whatever kicks off the work — an alert, a request, a schedule — Aion can run it to a verdict.