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layout default
title HumanLayer Tutorial
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HumanLayer Tutorial: Context Engineering and Human-Governed Coding Agents

Learn how to use humanlayer/humanlayer patterns to orchestrate coding agents with stronger context control, human oversight, and team-scale workflows.

GitHub Repo License Site

Why This Track Matters

As coding agents move into high-stakes production tasks, context discipline and human governance become essential. HumanLayer emphasizes battle-tested workflows for difficult codebases and multi-agent execution.

This track focuses on:

  • context-engineering patterns for large repositories
  • multi-agent orchestration and parallel execution
  • deterministic human approval for high-stakes operations
  • team adoption and production governance

Current Snapshot (auto-updated)

Mental Model

flowchart LR
    A[Complex Task] --> B[Context Engineering]
    B --> C[Agent Orchestration]
    C --> D[Human Approval Gates]
    D --> E[Execution and Review]
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Chapter Guide

Chapter Key Question Outcome
01 - Getting Started How do I approach HumanLayer's current stack and workflows? Practical onboarding baseline
02 - Architecture and Monorepo Layout How is the project structured for orchestration workflows? Better navigation and extension speed
03 - Context Engineering Workflows How do I shape context for hard coding tasks? Higher success on complex repos
04 - Parallel Agent Orchestration How do multi-session workflows improve throughput? Safer parallel execution model
05 - Human Approval and High-Stakes Actions How do I gate risky operations deterministically? Governance controls for high-impact actions
06 - IDE and CLI Integration Patterns How do teams use these workflows in real development loops? Integration playbook
07 - Telemetry, Cost, and Team Governance How do I monitor quality/cost and prevent drift? Sustainable operations model
08 - Production Rollout and Adoption How do I scale HumanLayer-style workflows organization-wide? Adoption and rollout strategy

What You Will Learn

  • how to structure context for coding agents in large codebases
  • how to orchestrate parallel agent workflows with human controls
  • how to apply deterministic oversight to high-stakes operations
  • how to scale coding-agent practices across teams and environments

Source References

Related Tutorials

Start with Chapter 1: Getting Started.

Navigation & Backlinks

Full Chapter Map

  1. Chapter 1: Getting Started
  2. Chapter 2: Architecture and Monorepo Layout
  3. Chapter 3: Context Engineering Workflows
  4. Chapter 4: Parallel Agent Orchestration
  5. Chapter 5: Human Approval and High-Stakes Actions
  6. Chapter 6: IDE and CLI Integration Patterns
  7. Chapter 7: Telemetry, Cost, and Team Governance
  8. Chapter 8: Production Rollout and Adoption

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