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Orchestra

The orchestration layer for Bittensor

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Description

Orchestra is the orchestration layer for Bittensor. Submit a high-level objective — market research, competitive analysis, data aggregation — and Orchestra handles the rest: decomposing the task, routing to optimal subnets, executing with hash-locked proofs, and delivering structured, validated results.

The subnet also maintains the Subnet Ledger, a shared registry of every subnet's capabilities, schemas, and endpoints. Miners update the Ledger during orchestration work; validators verify against live subnets. External developers and agent frameworks can query the Ledger via paid API.

Two products, one flywheel: orchestration improves the Ledger, and the Ledger enables better orchestration.

Progress During Hackathon

<h4><strong>Progress Report:</strong></h4><p><strong>Concept:</strong> Complete</p><ul><li><p>Dual-product model defined (orchestration + Ledger)</p></li><li><p>60/40 emission split between orchestration and Ledger contributions</p></li><li><p>Demand-driven Ledger coverage model</p></li></ul><p><strong>Documentation:</strong> Complete</p><ul><li><p>README with worked example</p></li><li><p>Incentive mechanism with scoring formulas</p></li><li><p>Miner architecture and operations guide</p></li><li><p>Validator architecture and audit logic</p></li><li><p>Business rationale and revenue model</p></li><li><p>Go-to-market strategy</p></li></ul><p><strong>Design Decisions:</strong></p><ul><li><p>Ledger is shared network resource, not per-miner cache</p></li><li><p>Miners propose updates during orchestration work</p></li><li><p>Validators verify against live subnet probes</p></li><li><p>External Ledger API as separate revenue stream</p></li><li><p>Hash-locked proofs for orchestration verification</p></li></ul><p><strong>Next Steps:</strong></p><ul><li><p>Technical specification for synapse formats</p></li><li><p>Prototype miner implementation</p></li><li><p>Ledger data model and storage design</p></li><li><p>External API specification</p></li></ul>

Tech Stack

Python
Bittensor SDK

Fundraising Status

<p>Nil</p>

Team LeaderLLuke Culpitt
Sector
AIOther

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