More autonomy.
Earned, not assumed.

The next step for Barn Owl is broader unattended remediation: applying changes and validating results within the operating boundaries you configure.

Available today

Barn Owl watches your stack, explains what changed, and proposes fixes as PRs you review and merge. It learns from build outcomes. The future step is broader unattended operation within the permissions you grant—not handing an AI the keys to prod.

01Detect
02Diagnose
03Apply
04Verify

Build context. Trusted fixes. More autonomy.

Barn Owl’s connected build evidence and reviewable PRs are the foundation for broader unattended operation. It earns that responsibility from real outcomes, within your policies.

01Today

Build system-of-record

Hermetiq turns the build graph and execution telemetry into the org’s authoritative record of how every build behaves — what ran, what failed, what it cost, and why.

02Today

Barn Owl earns your trust

Your AI build engineer watches your stack, explains regressions, and proposes fixes as PRs you review and merge. It learns from real build outcomes and earns more autonomy only where you grant it.

03Coming

Unattended build autopilot

The next step for Barn Owl is broader unattended remediation within configured policies, validating results against build-time and cost objectives.

Detect. Diagnose. Apply. Verify.

The long-term product direction is a governed control loop that can act on build intelligence and prove that each change improved the system.

01

Detect

Catch regressions, flaky failures, and cost or latency pathologies as soon as they enter CI.

02

Diagnose

Map each one to its root cause in rules, config, graph structure, cache policy, or execution strategy.

03

Apply

Apply changes automatically within the policies and operating boundaries configured for the future managed service.

04

Verify

Confirm the change holds against iteration-time and CI-cost SLOs, then fold it back into the build record.

Barn Owl starts with explanations and PRs you approve. The roadmap adds broader unattended operation within the policies you configure.

Build health the system actively maintains.

When the optimization loop is owned end to end, teams can spend less time chasing build regressions and more time shipping.

01

Self-healing builds

Common regressions get detected, fixed, and verified without pulling an engineer off their work.

02

Self-optimizing delivery

Caching, execution strategy, and rule configuration continuously tune themselves toward your SLOs.

03

SLO-driven CI

Iteration time and CI cost become targets the system actively defends, not metrics you discover after the fact.

04

The owned optimization loop

Hermetiq doesn’t just observe and run builds — it owns the loop from detection to applied fix.

Let the owl earn your trust.

Start with Barn Owl’s build intelligence and reviewable fixes, or discuss the roadmap for broader unattended operation.