AI Powered Application Modernization using Claude Flow
summary
Live demo uses Claude-Flow/Claude-Code to run an automated 12-factor audit of an open-source Golang CRM, producing a 12-factor compliance grade, per-factor failures and step-by-step assumptions. The agents produce an implementation plan for refactoring (tests, external session stores, config separation) and recommend human-in-the-loop PR review; sticky sessions and session-state are highlighted as the biggest blocker to autoscaling. Requirements for participation: Claude Code API key and GitHub Codespaces; expect token costs and nondeterministic variance.
AI-written summary · about
chapters (16)
- 0:00Introduction and setup
- 3:02Workshop prerequisites and setup
- 7:2412-factor app modernization overview
- 14:57Analyzing the CRM codebase
- 21:20Troubleshooting setup issues
- 30:12Executing 12-factor analysis
- 33:08Reviewing analysis results
- 40:51Planning modernization implementation
- 43:22Discussing agent variability and control
- 58:31Human oversight in code changes
- 1:01:01Economic impact of agentic teams
- 1:12:05Debugging agent outputs effectively
- 1:19:11Token usage and customization
- 1:26:31Governance and documentation
- 1:36:43Struggles with 12-factor principles
- 1:41:20Q&A and closing remarks
related talks
21mHow Anthropic Uses Claude
44mClaude Code for Spring Developers
30mAI-assisted coding: practical lessons from small startups...
01h 06mHow I Tamed Claude
01h 00mHow I Tamed Claude
47mClaude Code at Scale: An Android Deep Dive
37mAI-Driven Developer Productivity at Scale
18mMastering Claude Code for Data Professionals