AI & Data
AI-Assisted Development (Claude Code) roadmap
Ship real work with coding agents like Claude Code: context, prompting, tools, subagents, hooks, security, CI and reviewing AI-generated code.
- Intermediate
- about 16 hours
- 4 modules
- 17 steps
What you will learn
1. AI-Assisted Development
Work effectively with coding agents: give them context and instruction files, prompt for code, connect tools with MCP and review what they produce.
- Coding Agents — AI-Assisted Development · Coding Agents
- Context & Instruction Files — AI-Assisted Development · Context & Instruction Files
- Prompting for Code — AI-Assisted Development · Prompting for Code
- Tools & MCP — AI-Assisted Development · Tools & MCP
- Reviewing & Testing AI-Generated Code — AI-Assisted Development · Reviewing & Testing AI-Generated Code
2. Claude Code Workflows
Scale agent work with subagents and hooks, keep it safe with permissions, control cost and latency, and run agents in CI.
- Subagents & Parallel Work — AI-Assisted Development · Subagents & Parallel Work
- Hooks & Automation — AI-Assisted Development · Hooks & Automation
- Security & Permissions — AI-Assisted Development · Security & Permissions
- Cost & Latency — AI-Assisted Development · Cost & Latency
- Agent Workflows in CI — AI-Assisted Development · Agent Workflows in CI
3. Code Review Best Practices
Review with clear goals, keep pull requests small, check correctness, design, tests and security, give useful feedback and automate the rest.
- Goals of Code Review — Code Review · Goals of Code Review
- PR Size & Scope — Code Review · PR Size & Scope
- Reviewing Correctness & Design — Code Review · Reviewing Correctness & Design
- Reviewing Tests & Security — Code Review · Reviewing Tests & Security
- Giving & Receiving Feedback — Code Review · Giving & Receiving Feedback
- Automation, Linters & Checklists — Code Review · Automation, Linters & Checklists
4. AI-Assisted Development Capstone
A scenario-based final challenge on planning, steering, securing and reviewing work done with coding agents.
- AI-Assisted Development Capstone — Capstones · AI-Assisted Development Capstone
Each step unlocks when you answer its questions well enough, and a module you finish counts in every roadmap that shares it.
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