Addy Osmani's LLM Coding Workflow for 2026

Google's engineering lead lays out a disciplined approach: write a spec before touching the AI, break work into small focused prompts (one function, one bug, one feature at a time), and build stronger quality gates — tests, monitoring, and AI-on-AI code reviews. The key mindset shift: treat the LLM as a pair programmer that needs clear direction, not an autonomous agent. "If you come to the table with solid software engineering fundamentals, the AI will amplify your productivity multifold."

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Sources: AddyOsmani.com · Medium