Autonomous loop

Product development on autopilot

Our autonomous coding loop. It monitors production and fixes what breaks autonomously, plus continously builds on your product roadmap, escalating to humans only when needed.

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parakeet_1monitoring

Uptime

99.98%

Auto-fixed

142

Escalated

[09:41:02] watching 12 services, 7 queues

[09:42:07] ✗ error rate spike — checkout-api 500s

[09:42:11] tracing → unexpected null order_id, line 214

[09:42:27] reproduced in sandbox · root cause found

[09:42:53] patch drafted · running 218 tests…

[09:42:59] ✓ all tests pass · PR #4471 opened

[09:43:11] ✓ fix deployed · error rates stabilized

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Why this matters

Continuous, cost-optimized multi-model routing

Parakeet does the round-the-clock work that would otherwise take a team. Monitoring, triage, fixes, and shipping, on an autonomous loop, all within your own environment.

Reliability without the on-call rotation

Parakeet monitors your logs and fixes real issues as they surface. Problems are handled before they become incidents, and often before anyone notices.

The right model, at the right cost

Every task is routed to the right model, frontier or open-weight inside your own cloud. No data leaves your controlled environment. Frontier quality where it counts, open-weight economics everywhere else.

Monitoring and roadmap, integrated in one loop

Loop engineering at it's finest. The monitoring triage loop feeds the same development loop at the rest of your product roadmap. Everything is prioritized in the same queue.

Continuous monitoring

Secure eyes on every deployed system

Parakeet ingests log drains from all of your production services – Vercel, AWS, Supabase, wherever you deploy – tracking errors and latency across every service and queue. Around the clock, so you (and your engineers) can sleep soundly at 3am.

Multi-model routing

Frontier quality, open-weight economics

Most coding harnesses are either a choice between quality or cost. Mixing of frontier and open-weight models is not supported in Claude Code, for example. Parakeet orchestrates across frontier and open-weight, choosing the right model for each task.

Active triage

A triage loop knows what's worth fixing

Not every error is an incident. Parakeet intelligently dedups the noise, weighs severity and frequency, and reasons through the gray-zone cases, acting on what actually matters and staying quiet on what doesn't.

Support integrated

User feedback is automatically triaged and fixed

Parakeet plugs into your support desk, correlating incoming bug reports against live logs to reproduce and triage issues in real time. It can draft both the fix and the reply, turning a support queue into a stream of shipped improvements.

Human-in-the-loop

An intelligent escalation path asks when needed

Parakeet won't guess on the calls that need judgment. When a human decision is needed, it parks the work and hands over full context and a proposed plan. It gives your engineers everything needed to make quick decisions and get Parakeet back to building.

Autonomous agent teams

From symptom to reviewed and merged pull request

Parakeet's orchestration loop manages the development process end-to-end – triages issues, logging tasks in your dev ticketing system, reproduces issues, building fixes, testing in dedicated sandboxes, and opens pull requests across every affected repo. Work can park for days waiting on answers and resume exactly where it left off.

Round-the-clock monitoring, fixes, and shipping, on autopilot
Multi-model routing in safe infrastructure
Cost-optimized so you and your engineers sleep soundly

Pricing

$25k

per year