Course track
AI Agents and Human-in-the-Loop Automation
A current AI automation track grounded in real workflow design rather than hype. It covers agentic tools, structured outputs, knowledge retrieval, confidence thresholds, human approvals, evaluation, and where AI belongs or does not belong in production automations.
This track page is intentionally kept out of the index until more of the public lessons are live. That keeps the curriculum navigable for humans without asking search engines to rank thin track pages before the lesson bodies exist.
Track lessons
Live lessons link out directly. Draft lessons are already scaffolded in the repo so the track can be written in order without changing slugs or metadata later.
- Lesson 1LiveAI Workflow Automation Explained
- Lesson 2LiveAI Agents vs Rules-Based Automation
- Lesson 3LiveWhere AI Fits in Workflow Automation
- Lesson 4LiveHow to Design AI-Human Handoffs in Business Workflows
- Lesson 5LivePrompt Design for Automation Builders
- Lesson 6LiveStructured Outputs for AI Automations
- Lesson 7LiveRetrieval and Knowledge Base Design for AI Automations
- Lesson 8LiveAI Summarization vs Extraction vs Classification Workflows
- Lesson 9LiveAI Approvals and Confidence Thresholds
- Lesson 10LiveHow to Evaluate AI Automation Quality
- Lesson 11LiveZapier Agents vs n8n AI Agents vs Copilot Studio
- Lesson 12LiveCommon AI Automation Failure Modes
- Lesson 13LiveBest AI Automations to Start With
- Lesson 14LiveWhen Not to Use AI in a Workflow
Tools that fit this track
Free, privacy-first utilities in your browser — no uploads required for most workflows.
- JSON Formatter & ValidatorInspect, validate, and normalize JSON payloads while debugging field mapping and webhook bodies.
- OpenAPI ValidatorValidate OpenAPI JSON or YAML structure before you build clients or webhook automations around it.
- OpenAPI TypeScript Client GeneratorGenerate a lightweight fetch client from an OpenAPI spec for internal tools and automation glue code.
- OAuth Redirect URI BuilderBuild encoded authorize URLs and redirect URIs for OAuth-heavy automation projects.
Browse other course tracks
- Workflow Automation FoundationsStart here if you are still defining the model. This track covers what workflow automation actually is, how integrations fit into it, when automation is worth doing, how to map a workflow cleanly, and which use cases create leverage instead of chaos.
- APIs, Webhooks, and Integration BasicsThe technical core of modern automations: APIs, webhooks, authentication, retries, quotas, schemas, and error handling. This track is where non-technical operators stop feeling blocked and technical builders stop shipping brittle workflows.
- Zapier WorkflowsA practical track for teams standardizing on Zapier. Learn how Zaps are structured, how to use built-in tools like Formatter, Filters, Paths, and Webhooks, what task usage really means, and where Zapier is strong or weak compared with other platforms.