The AI Filter Playbook

Make AI actually work in a real business.

Not a pile of tips. A method, in six chapters, from first principles to agents and the build shift. Read it start to finish, or drop in wherever you are stuck.

Start here · 19 pieces · 6 chapters
.01

Start with the work

Get your head straight before you touch a tool.
.02

Decide what to automate

Find it, map it, don't over-buy.
.03

Make it actually work

Ship it, then measure what really changed.
.04

Context, data and authority

What it knows, and what it's allowed to do.
.05

Agents and the shift

From asking AI to handing over the work.
.06

The build shift

What AI does to software, and small teams.
#10003;

That's the method.

Work → context → authority → value. Start with the work, give AI the right information, decide what it's allowed to do, then measure the real value.

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