AIMM Knowledge Hub
Essays, mastermind recaps, intelligence briefings, and prompts on building durable practice in the age of AI.
Recent articles
All articles →tutorial
Brand Writing Team — Skill Reference
A multi-role writing team that takes a raw idea from a knowledge entrepreneur and produces a publishable brand-building piece. Six specialist roles, one orchestrator, clear handoff contracts.
essay
The Absorption Stack
How LLM capabilities reshaped knowledge work in five moves — and what's left for the practitioner once the absorption finishes.
essay
The Ladder Was the Trap
Eight identities in forty months. The pattern is not that the technology keeps moving — it's that each rung was sold as the durable position, and none of them ever were.
Latest briefings
All briefings →Briefing #14
Agentic Systems: What Actually Shipped This Week
Three model releases, two new orchestration frameworks, one quiet pricing change that matters more than any of them. What knowledge entrepreneurs should pay attention to and what to ignore.
Briefing #4
TrelloAgents: Two Architecture Patterns Worth Stealing
A live build session this week surfaced two architectural patterns that transfer beyond the immediate use case. Structured objects as agent memory, and prompts as configuration. Both are general-purpose moves available to any practitioner.
Briefing #3
The Residue Capture Shift: From Doing the Work to Capturing It
The pattern that emerged across member sessions in early 2026, the leverage move is no longer doing the work or delegating the work. It is capturing the residue of doing the work in a form the AI can reuse on your behalf.
Mastermind recaps
All recaps →Recap · AIMM Spring 2026
The Residue Question
What stays yours when models train on transcripts? The cohort wrestled with where the line actually moves quarter to quarter, and what work is worth doing inside that uncertainty.
Recap · AIMM Spring 2026
The Living Knowledge Vault and the Mini-Me Article
Lou walked the cohort through the system he had been quietly building, a personal knowledge vault that doesn't just store what he learns but produces articles that sound like he wrote them, complete with the personal asides he could never get AI to insert before.
Recap · AIMM Spring 2026
Michael Simmons on Becoming a Co-Thinker With AI
Guest session with Michael Simmons, the writer behind 100 million Forbes views. He walked the cohort through how Claude Code became his primary thinking tool and what changed in his writing process when he stopped treating the AI as an output engine.
From the prompt library
All prompts →orchestration
Structured Object as Agent Memory
Before you build a database or a vector store for your agents, audit the structured objects you already use. A Notion page, a Trello card, a GitHub issue, a CRM record can all serve as agent memory if their fields are used with discipline.
claude-opus-4-7
diagnostic
The Week Test
Audit last week's calendar and output to surface where your judgment was actually load-bearing versus where you were doing work a model could have done.
claude-sonnet-4-6 · claude-opus-4-7 · gpt-5
framework
Cohort Insight Engine
Surface the non-obvious pattern across a cohort of client cases — the configuration that keeps repeating that nobody has named yet.
claude-opus-4-7