Raptor · Texas Quantitative ⟵ The Box on the Desk PIPELINE IDLE
Agentic development harness

Watch the agents do the work.

Raptor runs a software task through a crew of agents — a planner, workers, a reviewer, a QA gate. Most of it stays on local models. When a task is too hard, or too sensitive to send anywhere, the Escalation Boundary decides what happens next. Submit a job below and watch it route.

raptor — live pipeline cycle 0 · awaiting job
STATUS.md--:--:--

The boundary

The interesting decision is where to send the hard part.

Local models are fast, private, and cheap, and they handle most of the work. But some tasks need a frontier model's reasoning — and some specifications are too sensitive to leave the building at all. Raptor's Escalation Boundary is the component that holds both truths at once: it routes by difficulty and by classification, so a sensitive task never escalates off-site even when a harder one would. On an air-gapped deployment, the boundary's answer to "escalate?" is simply always no, and the pipeline is built to finish anyway.

Local tier

Runs on the box

Planning, routine implementation, review, and QA run on local models — 70B-class on the client's own hardware. Nothing leaves.

Frontier tier

Escalates only when allowed

Hard reasoning can escalate to a frontier model — but only for tasks the classification policy permits. Sensitive specs never qualify.

Observability

If you can't see what the agents did, you can't trust it.

Every job writes to a STATUS.md the way a human team writes to a standup — who picked up what, what passed review, what bounced off QA, where a task escalated and why. The rail on the console is that file, updating as work moves. Raptor is built to be watched, not just run.