Tutorials overview

These tutorials are written for experienced developers who want production-style usage, not toy prompts.

Before you start

Complete:

Installation
Quick start
optional provider setup for your preferred model

Recommended baseline command:

akmon --version

Learning path

Tutorial	Outcome
Step-by-step	Build real projects in Rust, Python, TypeScript, and refactoring flows
Multi-agent automation	Use phased workflows and context discipline at scale
Architecture patterns	Select plan/architect/spec patterns by task shape

Suggested order by role

Individual developer

step-by-step,
architecture-patterns,
multi-agent-automation.

Platform/DevOps engineer

step-by-step (one stack),
multi-agent-automation,
headless mode.

Maintainer handling large refactors

architecture-patterns,
step-by-step tutorial 4 (existing codebase refactor),
audit log.

Troubleshooting prerequisites

If provider calls fail, verify keys and model names first.
If sessions drift, create/update AKMON.md before continuing.
If costs rise unexpectedly, use phased workflow and watch /context + /cost.

Related: language guides, plan mode, architect mode, headless mode.