Research
Architecture, economics, threat model, model strategy and protocol design.
The roadmap follows progressive decentralization: start with local AI and provider infrastructure, then expand toward marketplace settlement, clusters, fault tolerance and autonomous agents.
Architecture, economics, threat model, model strategy and protocol design.
CLI, Ollama integration, local chat and model management.
Hardware detection, model detection, provider enablement, pricing, scheduling and heartbeat.
Provider discovery, filters, pricing, availability and reputation.
Token, staking, registry, lease, escrow and settlement programs.
End-to-end rental lifecycle with active leases and provider payments.
Planning, decomposition, provider selection, model selection and budget management.
Parallel jobs, sequential jobs, task graphs, dynamic workers and cluster budgets.
Retries, provider replacement, replication and stronger verification layers.
Agents select models, purchase compute, construct clusters, execute tasks and validate results within spending limits.