# Parakeet Parakeet is our autonomous coding loop. It watches everything you run, triages what actually matters, takes real issues to a tested, reviewed pull request, and keeps building your roadmap, routing each task to the right model, all inside your own infrastructure. **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. [Let's talk](https://www.portersoftware.com/contact) ## 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. ## How it works ### 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. ## Pricing $25k per year - Round-the-clock monitoring, fixes, and shipping, on autopilot - Multi-model routing in safe infrastructure - Cost-optimized so you and your engineers sleep soundly ## Loops are the future of engineering Let Parakeet monitor, fix, and ship your roadmap, escalating when it actually matters.