Tutorials
Build on Tenzro Network.
Hands-on tutorials from your first SDK call to running a validator, composing agents, accepting agent payments, and verifying proofs.
Getting started
Run a node
- Run a validator nodeStake TNZO, produce blocks, earn fees.→
- Run a light nodeRead-only participation.→
- Run a trainer nodeServe the Python reference trainer.→
- Run and serve a modelRegister as a model provider.→
- Join testnet as a providerStake, register, get paid.→
- Build a model-serving providerEnd-to-end provider workflow.→
- Peer-first model fetchPull weights from peers via iroh.→
Multi-modal AI
- Forecast with TimesFMTimeseries forecasting via ONNX.→
- Embed images with DINOv3Vision embeddings.→
- Embed text with Qwen3Text embeddings, Matryoshka dims.→
- Segment with SAM 2Point/box prompt segmentation.→
- Detect with RF-DETRObject detection, NMS-free.→
- Transcribe audio with Whisper-TurboASR over the audio runtime.→
Agents
- Agent demo, end-to-endFrom DID to first payment.→
- Create an agentic walletMPC wallet bound to an agent DID.→
- Build an AI payment agentPay across MPP/x402/AP2.→
- Build an AI coding assistantAgent that ships code.→
- Build a network plugin agentExtend the network from the inside.→
- Build an agent swarm orchestratorCoordinate many agents.→
- Compose an agent from the registryTemplates → live agent.→
- Task marketplacePost and quote tasks.→
- Paid agent marketplaceTemplates with revenue share.→
- Build an institutional AML agentCompliance agent on Canton.→
- ERC-8004 agentsIdentity, reputation, validation.→
- Cortex reasoningLocal reasoning over Tenzro state.→
- A2A protocolSpeak Agent-to-Agent.→
- A2A over iroh handshakeAgent-to-agent over the iroh ALPN.→
Payments
- Payments with MPPStripe + Tempo HTTP 402.→
- Payments with x402Coinbase HTTP 402.→
- Payments with Visa TAPVisa Trusted Agent Payments.→
- Payments with Mastercard Agent PayCard rail for agents.→
- AP2 mandatesCart mandates, three-axis ceiling.→
- Tempo stablecoinDirect Tempo participation.→
- Agentic commerce workflowsEnd-to-end checkout.→
- Build a paymaster appERC-4337 paymasters.→
DeFi
- DeFi — base yieldStake stTNZO into yield.→
- DeFi — Solana swapJupiter through SVM.→
- DeFi — Canton DvPDelivery vs. payment.→
- Cross-chain DeFi appLiquidity across chains.→
- Cross-chain arbitrageQuote across bridges.→
- DCA agentDollar-cost-averaging bot.→
- Portfolio rebalancerProgrammatic rebalancing.→
- Yield routerRoute to best yield.→
- Liquid stakingstTNZO with rebasing rate.→
Bridges & cross-chain
Security & verification
- TEE confidential computeRun inside an enclave.→
- ZK proof verificationPlonky3 over KoalaBear.→
- VRF randomnessRFC 9381 ECVRF.→
- Build a custody appThreshold custody, hardware-rooted.→
- Build an encrypted messaging appIdentity-bound messaging.→
- Install an ERC-7579 SessionKeyScoped, time-bound signing key.→
- Upgrade an identity to post-quantumRebind to Ed25519 + ML-DSA-65.→