How Autter works / Step 1
Connect every signal.
Repos, pull requests, docs, issue trackers, error trackers, analytics, CI, and deployments flow into Autter.
How Autter works / Step 2
Build product memory.
Autter maps code, APIs, database schema, frontend routes, tests, docs, owners, hotspots, and blast radius.
How Autter works / Step 3
Write the docs.
From the codebase, PRs, and your existing guidelines, Autter generates documentation, changelogs, and release notes, and keeps every page current on each merge.
How Autter works / Step 4
Map the missions.
Signup, checkout, uploads, and webhooks become end-to-end missions, probed at the edges with malformed inputs, boundary cases, and visual checks across browsers and devices.
How Autter works / Step 5
Generate the tests.
From the code graph and each mission, Autter writes unit, API, and integration tests, finds coverage gaps, and detects and re-forges flaky tests.
How Autter works / Step 6
Run it in the sandbox.
Every pull request executes in an isolated sandbox. The full suite runs against your base branch, so the verdict comes from real behavior, not lint.
How Autter works / Step 7
Open every crate.
Every dependency is vetted against real registries. Phantom packages, leaked secrets, removed auth, and known CVEs are flagged at the gate and never ship.
How Autter works / Step 8
Classify human vs AI.
Every change on every pull request is classified as human-written or AI-generated, so generated code gets the extra scrutiny it deserves.
How Autter works / Step 9
Trace every error.
Sentry, PostHog, Grafana, logs, and telemetry stream into Autter. Every production error is pinned to the exact section of code that caused it, with the why, the where, and the owner.
How Autter works / Step 10
Raise the fix.
Confirmed failures become fix PRs with the root cause attached. Autter re-runs the failing case in the sandbox and verifies the patch before it ships.
How Autter works / Step 11
Measure the team.
Developer analytics roll every run's quality trends, hotspots, flaky rate, cycle time, and coverage into one release-readiness verdict.
How Autter works / Step 12
Always watching.
Every repo. Every PR. Every release. Autter learns from every finding, every fix, and every incident. Your assurance layer never clocks out.