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For your profession · 118 tips

AI and productivity for developers

For developers and everyone who lives in an editor, a terminal and code review. Shortcuts, automation, AI assistants and routines that remove context switching instead of adding it.

Recommended start

Start with these guides

Three in-depth guides that cover most of what eats your day. The rest gets easy after that.

In-depth guide01

Morning brief: what needs a decision today

A complete guide with 14 prompts: Claude Cowork checks Slack, mail, calendar, and dashboards, then hands you a ranked list of what's on you today.

AI · 29 min
In-depth guide02

What loops are: the agentic cycles said to replace prompting

An explainer with prompts: what it means to let AI run in a loop, what's true in the hype, what's overblown, and how to safely try your first loop.

AI · 15 min
In-depth guide03

Data Analysis in Plain Language: A Persistent Skill Built on DuckDB

A guide with prompts: why a chatbot silently gets math wrong, how a persistent DuckDB skill lets you query CSV or Excel in plain words — and check results.

AI · 27 min

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