Unlocking AI’s Potential: How I Trained Claude to Code Securely
In my latest experience, I transformed Claude—a powerful AI—into a productive coding ally by treating it not as a co-founder but rather as an intern needing guidance. Here’s how I achieved secure, shippable code while enhancing trust in AI outputs.
The Problem: Vibe Coding Chaos
- Hard-coded secrets and flawed security.
- Output often reminiscent of a student project.
- Fun experiments sometimes lead to chaos.
The Solution: Structured Orchestration
- Containerization: A secure environment with no ‘escape’ routes.
- Detailed User Stories: Providing context like a human developer.
- Step-by-Step Breakdown: From high-level tasks to mini workflows.
- Final Review: Structured outputs ready for GitHub PRs.
The Results:
- 15-20 minutes per user story.
- Shippable code, fewer bugs, and enhanced trust.
Explore the Full Breakdown
I’ve detailed the orchestration model in a 3-part series. Curious about the potential of AI as an intern? Join the conversation! Share your thoughts below and discover the full system details here: Read More.
