Tutorials
End-to-end workflows with CLI, SDK, and curl examples at every step, each validated against a live server in CI.
Before you begin
- A running SOAT instance (Quick Start).
- Key Concepts.
- The CLI installed, or the SDK in a TypeScript project.
Pick a path
- New to SOAT? Permissions in Practice, Chat with an LLM, then Connect Third-Party LLMs.
- Building an agent? Agent SOAT Tools, client tools, persistent memory, and debug sessions, generations, and traces.
- Locking an agent down? Bound an Agent with a Boundary Policy, Tag-Based Access Control to grant by attribute, then Guardrails for the tool types a boundary cannot reach.
- Retrieval and RAG? Embeddings, an agent over a library of PDFs, and ingest images and audio; then measure retrieval quality with recall@k and MRR on your own corpus.
- Many agents writing one corpus? Govern Metadata with Schemas for what a report must say, then Single Source of Truth: conditional writes, versions, withdrawal, retraction, relations and export.
- Coordinating multiple agents? An orchestration pipeline, a workflow state machine, or nested agent calls; then branching, branching on a decider's answer (answered by OpenAI's Decisions API), control flow, or human approval gates.
- One governed process end to end? Close the Monthly Books: an orchestration, a workflow, a trigger, and a human approval.
- Shipping to production? Formations and an agent squad, Triggers, Guardrails, per-user credentials with tool context, metering and budgets, and per-end-user spend caps.
- Shipping a change safely? Evaluate an Agent, an LLM judge for open-ended output, your own scorer for structured output, grading with a decider production also asks, then Gate a Canary Promotion on an Eval.
- Chasing one bad answer? Replay a Bad Turn: read the turn back, freeze it as a fixture, fork the session.
- Under compliance pressure? Data retention and zero-retention, and agent versioning and canary rollout.
- Calling a cloud API? Call AWS and GCP APIs from an Agent (SigV4 or a GCP service account).
Tutorials
End-to-end SOAT tutorials that walk through complete workflows from scratch — agents, tools, RAG, orchestration, guardrails, and cost controls.
Basics
3 items
Agents
5 items
Knowledge & RAG
6 items
Orchestration & Multi-Agent
10 items
Automation & Deployment
3 items
Evaluation & Quality
6 items
Governance & Safety
6 items
Cost & Operations
2 items