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Short daily lessons built around active recall. Pick a track, get a lesson in your inbox, and answer from memory until it sticks.

What to expect

One lesson a day, matched to your role.

Builders

For engineers who write and ship code. Starts with Python — internals, async patterns, data structures, testing, and packaging. More languages and frameworks added over time.

AI & LLMs

For engineers working with AI in the stack. Prompt engineering, RAG, agents, tool use, and vibe coding — how to actually ship with AI, not just experiment.

Data & Databases

For engineers in the data layer. SQL Server, PostgreSQL, Azure SQL, migrations, query patterns, and the behavior that only shows up under load.

Consultants

For advisors who need breadth. You get lessons from all tracks so you can speak credibly across the full stack your clients are building and buying.

What lands in your inbox

Short lessons that make the answer stick.

Learn

Focused, practical explanations

Mechanics, trade-offs, failure modes, and when to reach for something else.

Recall

Questions before answers

Applied prompts that test judgment, not trivia.

Build

A path toward practice

The newsletter is the first step toward personalized drills and games.