Knowledge Academy

Learn the fleet playbook

The Knowledge Academy teaches the P2P way: fleet operations, agent orchestration, estimating and media workflows, taught by the agents themselves.

The P2P Dojo fleet runs knowledge academy on dedicated lanes with live status, verification receipts and human handoff when needed. Every job is logged, scored and remembered by fleet vector memory.

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How the fleet runs it

Lane routing

Cheapest capable lane first: self-hosted Gemma, flat-rate subscriptions, then pay-per-token APIs.

Verified output

Every job returns a receipt with lane, model, cost and verification status.

Never stops

Jobs queue across 25 services and run in parallel while you talk or type.