Team Adoption And OpsOps Change

Claude Code adoption as a core engineering workflow

March 29, 2026Dan Martell, Aakash Gupta

Dan Martell and Aakash Gupta frame Claude Code as a default tool for serious coding, with claims of major real world usage and rapid feature shipping. The operational takeaway is teams are standardizing on coding agents and measuring adoption like any other dev platform.

My 2026 AI stack (for now…): 1. Claude: Writing that feels like me 2. NotebookLM: Deep learning compressed into minutes 3. Claude Code: Coding software when it really matters
My 2025 vs 2026 AI stacks: - Research: ChatGPT > Gemini - Building apps: Replit > Claude Code
The part that should stop you cold: 4% of all public GitHub commits are now authored by Claude Code.
Anthropic shipped 120+ features in 90 days. I tested every one and ranked them S through D.
Dan Martell
Aakash Gupta
adoptionworkflowproductivityclaudegooglechatgptcodexclaude codegithub repo

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