Always-on AI engineers that triage, fix, and ship enterprise code.
Nightjar deploys a coordinated fleet into enterprise monorepos — monitoring repos, triaging PRs, running lint and security, and landing reviewed fixes around the clock. From alert to reviewed PR, often without a human ever touching the queue.
- Coverage
- 24×7
- Agent handoffs
- scoped
- Merge gate
- human
- PR-01 reviewerdiff 14
- SEC-02 lintcve 0
- ISS-03 wrangleropen 41
- FX-04 shipperdraft 2
- ›22:07alert checkout-svc latency regression
- ›22:08SEC-02 cleared 0 cve · ISS-03 assigned to FX-04
- ›22:14PR #2841 opened · +37 −9 · cost Δ −$128/mo
- ›22:19PR-01 approved · awaiting human merge
Built for the shape of enterprise code, not a demo repo.
Sprawling monorepos, microservices, multiple registries, and a tight governance program — Nightjar keeps autonomous work inside the lines CISOs and platform leads already expect. Continuous coverage across every branch, not just the review queue. Cost is watched on every change. Reviews stay small. Handoffs stay disciplined.
Capabilities · 01
A coordinated team, not a single megabot.
Four specialized agents with clearly-owned scopes and explicit handoffs. The reviewer never ships. The shipper never merges. Every diff stays small enough that a human can actually review it.
Reads each diff against repo conventions and the team’s review history, flags regressions and missing tests, leaves scoped comments without taking the merge seat.
Owns
Every opened PR, end-to-end until a ship or close decision.
Hands off
Hands clean diffs or rejection notes to the fix shipper.
Runs SAST, dependency CVE scans, secret-leak checks, and policy probes on every change — including those the team hasn’t reviewed yet. Continuous coverage, not queue-bound.
Owns
Continuous coverage across all branches, not just review queue.
Hands off
Files CVE tickets with a remediation owner and a draft fix.
Routes new issues, deduplicates against history, asks for repro detail when needed, and escalates the long tail of stale tickets back to humans. Intake and staleness, nothing else.
Owns
The intake queue and the staleness report.
Hands off
Sends triaged, scoped work to the fix shipper or back to the team.
Produces small, scoped PRs from alerts or wrangler tickets — observability-to-fix pipelines put root-cause analysis on the chain end-to-end. FinOps check on every change.
Owns
One small PR per task, with FinOps checks on every change.
Hands off
Always returns the diff to the reviewer; never merges.
Pipeline · 02
From signal to reviewed PR. Every step accounted for.
Nightjar reads your existing telemetry. Each cycle produces a small PR with a full audit chain back to the alert that triggered it — so when a human reviews a fix, they can see exactly why it shipped.
- stage 01Observe
Repos, alerts, queues, CI, cloud spend — everything the platform already emits.
continuous - stage 02Triage
Wrangler deduplicates, scores severity, and assigns an owner.
< 60s - stage 03Verify
Security linter and reviewer run their checks before a line of fix code is written.
parallel - stage 04Fix
Shipper drafts a scoped diff with FinOps annotations on every changed resource.
small PR - stage 05Review
Reviewer signs off or sends it back; humans stay in the loop at every merge boundary.
human-gated - stage 06Land
Merged with a full audit trail of who did what, when, with which signals.
shipped
Integrity · 03
Pressures autonomy. Without sacrificing reviewability, governance, or cost discipline.
Recently-launched AI-native platforms push harder on autonomy and end up shipping oversized PRs no one wants to review. Nightjar closes those gaps — small PRs, scoped ownership, FinOps on every change, audits on every action.
where peers cut corners
One agent reads every diff, opens every PR, ships every fix.
PRs grow until humans skip review. Cloud spend drifts.
what Nightjar does instead
Reviewer, security linter, wrangler, shipper — each owns a lane.
Each PR is small enough to read, costs are watched, merge stays a human choice.
Governance · 04
Inside the lines CISOs and platform leads already operate in.
Policy gates, append-only audit trails, FinOps regressions blocked at the gate, and a human merge checkpoint on every agent-shipped change. Nightjar does not exit your trust boundary — code and model state stay where your platform team already controls them.
FinOps watched on every change
- Cloud-cost diff attached to every PR
- Rightsizing + spot candidates surfaced as review comments
- Hard stop when a change projects a net cost regression
- Spend-by-agent breakdown in the audit trail
Governance CISOs already expect
- Policy gates: SOC 2, FedRAMP-style controls, signed commits
- Append-only audit trail of every action, signal, and human approval
- No exfiltration by default — repos stay inside the trust boundary
- Per-environment policy: dev, staging, prod can each set their own bars
Humans stay in the loop
- Merge requires a human — agents file, humans land
- Configurable review thresholds per repo and per risk class
- Rollback is a one-command revert of any agent-shipped PR
- Pause-kill switch on every agent, per environment
FAQ · 05
What enterprise platform leads ask before turning Nightjar on.
A few of the recurring questions we hear from CISOs, FinOps leads, and engineering directors during a first conversation. Write to us with anything not covered here.
Turn on the fleet. Stay in the merge seat.
Nightjar deploys into your existing repos and registers a coordinator in your platform account. We start with a non-production pilot, shadow-run for a week, and flip on the first lane once your team is comfortable reviewing agent-shipped PRs.
start a pilot
We walk through your repos, registries, and policy gates before we propose a lane.
Pilot starts as shadow-run — agents file PRs but never merge until you sign off.
nightjar-noqvki@polsia.app