Dropped something in the newsletter this week that I think is worth discussing here 👇
Anthropic accidentally leaked the full source code for Claude Code last week. 512,000 lines. And what it revealed is genuinely interesting — not just as drama, but as a look at how these tools actually work under the hood.
🧪 The orchestration layer is where the real engineering lives — not the AI model itself
✅ Context management, memory, tool coordination — that's what separates useful AI workflows from flaky ones
❌ AI-assisted commits leak credentials at 3.2% — double the GitHub baseline. Worth auditing.
The lesson for agency owners: design your workflows to switch AI providers within 30 days. Don't let a single tool become a single point of failure.
🤔 Curious — anyone else thinking about how dependent your agency workflows are on a single AI tool right now? What's your contingency if it goes sideways?