← ALL SESSIONS
Wed Dec 9 · 3:15 PM SESSION #53260

Claude Code Architecture: From Vibe Coding to Governed Engineering Systems

Rohit Bhardwaj
Rohit Bhardwaj
DIRECTOR OF ARCHITECTURE, EXPERT IN CLOUD-NATIVE SOLUTIONS
01 / ABOUT THIS SESSION

Claude Code is not just a coding assistant. Used casually, it can create fast prototypes. Used architecturally, it can become a powerful engineering accelerator for discovery, refactoring, test generation, documentation, architecture reviews, and modernization.

This talk teaches architects, tech leads, and senior developers how to use Claude Code as part of a governed software delivery system. We will explore how to structure repositories, write effective CLAUDE.md guidance, create architecture guardrails, generate tests, review AI-produced code, and use Claude Code without turning your codebase into an ungoverned “vibe coding” experiment.

The core message is simple: Claude Code should not replace architecture judgment. It should amplify it.

Anthropic’s own Claude documentation emphasizes prompting clarity, examples, structured guidance, and agentic workflows, which makes architecture-level instructions especially important when using Claude in engineering systems.

Learning Outcomes

Participants will learn how to:

  1. Use Claude Code as an architecture assistant, not just a code generator.
  2. Create a strong CLAUDE.md file for repo-specific engineering guidance.
  3. Apply architecture guardrails for SOLID, API design, testing, security, and maintainability.
  4. Use Claude Code for refactoring, modernization, test generation, and documentation.
  5. Review AI-generated code using architecture quality gates.
  6. Avoid common risks: over-generation, hidden coupling, insecure code, weak tests, and design drift.

Agenda

  1. Why Claude Code Changes Software Architecture
    From pair programmer to repo-aware engineering agent.
  2. Claude Code Is Not Your Architect
    What Claude can automate, and what humans must still decide.
  3. The Architecture Control File: CLAUDE.md
    Repo context, coding standards, architecture rules, test expectations, and anti-patterns.
  4. Architecture Katas with Claude Code
    Refactor a service, add tests, improve API boundaries, document architecture decisions.
  5. Quality Gates for AI-Generated Code
    SOLID, security, performance, observability, testability, and maintainability checks.
  6. Modernization and Refactoring Workflows
    Using Claude Code for legacy analysis, decomposition, migration planning, and safe incremental change.
  7. Security, Governance, and Team Adoption
    Permissions, secrets, prompt injection, review workflows, and responsible usage.
  8. Final Playbook
    How to introduce Claude Code into an engineering team without losing architecture discipline.
02 / SESSION DETAILS
FORMAT
90-minute session
All signal.
Zero fluff.
DECEMBER 7 - 10, 2026 · OPAL SANDS RESORT · CLEARWATER, FL