Summary and next steps
You started this course with a mental model — tool use as the bridge between text-only language models and real development environments. From there, you moved through hands-on work with context management, custom commands, MCP servers, and the GitHub integration, and finished by extending Claude Code with hooks and the SDK. The arc was deliberate: understand the primitive, use it, then bend it to your workflow.
The open question now is what you do with it.
Three pieces of advice for what comes next
Keep up. Claude Code is in active development. New features and techniques land often, and the ones in this course are a snapshot. Watch code.claude.com for new capabilities — the hands-on toolkit you are leaving with will grow over time, and some of what you do manually today will be a one-line feature tomorrow.
Experiment with customisation. The fastest way to internalise any of this is to make it yours. Write a couple of custom commands for workflows you repeat. Add your own rules to CLAUDE.md. Try an MCP server beyond the ones covered here — there is a growing ecosystem of them for databases, cloud providers, browsers, and internal tooling. Customisation is where Claude Code stops feeling like a chat interface and starts feeling like a teammate.
Automate. This is the highest-leverage thing you can do. Look at the GitHub integration. Think about tasks you do repeatedly — PR reviews, changelog entries, dependency audits, test writing — and ask which of them can be delegated to Claude automatically in response to events in your repository. A single hook or workflow that runs on every PR pays for itself within a week.
A reflection prompt
Before you close the course, answer this one out loud or in writing:
What is the first workflow in your own project that you will automate with Claude Code?
Not "what could I theoretically automate." What will you actually sit down and build in the next week. Pick one, make it real, and the rest of this course stops being material and starts being muscle memory.
Enjoy your time working with Claude Code.
Key Takeaways
- 1Claude Code is in active development — watch code.claude.com for new features and expect today's manual techniques to become tomorrow's built-ins.
- 2Customisation (custom commands, CLAUDE.md rules, new MCP servers) is the fastest way to turn Claude Code into a tool that matches your specific workflow.
- 3Automation via the GitHub integration is the highest-leverage next step — pick one recurring task and delegate it to Claude in response to a repository event.
- 4The course arc — tool use mental model, hands-on practice, advanced extension — only pays off when you apply it, so commit to automating one real workflow in the next week.