AI For Staff Engineers

This is not for "vibe coders"

This is for engineers writing production code. This is not for "vibe coders". As an experienced engineer, you stand to gain the most from AI code generation tools.

We're staff engineers with a decade of experience each. Now, we're using AI to write >90% of our code. Companies we’ve worked with went from 0 to >50% of code shipped with AI.

We’ll share 6 emails in 6 days with lessons like:

How to get the most out of tools like Cursor, Claude Code, etc.
A framework for planning architecture and coding with LLMs
Workflows and prompts you can steal to be productive

We'll share what actually works

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Jason Liu has built search and recommendation systems for the past 6 years. He has consulted and advised dozens of startups in the last year to improve their RAG systems. He is the creator of the Instructor Python library.

Vignesh Mohankumar is an independent consultant working on Applied AI. He works with companies to get AI shipped to production within 30 days. He also helps upskill engineering teams on AI usage. Previously he was one of the first engineers at Drift (acquired $1.2b).