essays + playbooks for installing ai.
what's working right now for founders running on Mozart. use cases, teardowns, and step-by-step guides on putting ai to work inside small teams.
beat the 2026 ai hype with boring workflows
You beat the 2026 agentic AI hype cycle by installing simple client workflows now, not by waiting for autonomous systems. The mechanism is compounding…
read →why 30% of agency ai projects never hit the p&l
Measure AI ROI for agencies by tracking reclaimed billable hours, not the volume of bot requests. Isolate 1 dull workflow, install a fixed AI process…
read →why one ai prompt can't write your proposals
One AI doing your whole proposal from a call transcript will guess your budget and butcher your voice. Instead, run a 2-agent line. One model extracts…
read →the agentic ai trends your agency can skip in 2026
Chasing 2026’s agentic AI trends is a trap for a small agency. Install 1 human-supervised workflow that kills operational drag, and your existing team…
read →reclaim 4 unbillable hours per pitch with ai
An AI proposal workflow drafts the boring scope, terms, and pricing for you, grounded entirely in your own past wins. It securely pulls from your winn…
read →the ai coordination tax quietly killing your hours
plain prompting is not automation, it is a coordination tax. install workflows that capture your judgment once, wire them to run in the background, an…
read →why your agency needs 5 people to ship one thing
tl;dr: The traditional agency pyramid bleeds margin through a hidden coordination tax. Here's the flat, three-role structure that 5x's revenue per emp…
read →stop automating roles. install ai workflows instead
tl;dr: stop trying to replace roles with AI. A role is a bundle of workflows, so break it down and install AI into one workflow at a time. Your team k…
read →how agency founders build a pre-call prep workflow to reclaim discovery prep time
It’s 1:52pm on a Thursday. You just closed a 20-page client strategy doc, and a discovery call starts in 8 minutes. So you open HubSpot, scan a Linked…
read →the autonomous business trap: why agencies use ai co-pilots to double revenue per employee
tl;dr: co-pilot or full autonomy is the real fork in the road, and for client work the answer is human-in-the-loop every time. A bot that runs solo on…
read →multi-agent orchestration: how agencies ship client work without the coordination tax
tl;dr: This is the build guide for multi-agent orchestration: how you split client work into single-purpose agents and wire them into one line that ru…
read →ai workflows vs autonomous agents: how agencies scale revenue without losing client trust
tl;dr: this isn't the general workflow-versus-agent decision. It's the narrower one that actually keeps you up at night: which one survives contact wi…
read →measure ai roi for your agency (ignore the dashboard theater)
Ignore the software screenshots promising 800 percent returns. The honest picture is rough. MIT's State of AI in Business 2025 found that about 95 per…
read →3 real ai agent examples to protect agency revenue per employee
Picture this: it's Friday, the client status report is due, and you're still copy-pasting notes from four open tabs. You want to reclaim 8 hours a wee…
read →
60+ ways your ai chief of staff can transform your work
a curated guide for operators who want results, not busywork. every operator has a list of tasks they know they shouldn't be doing.
read →
ai sdr vs hiring a human sdr: the real comparison
the business case for building an ai sdr. cost, speed, scale, and what you actually get with each approach.
read →
50 ai use cases you can steal today
a practical library of automations for founders and operators who want to move from "using ai" to "running on ai."
read →
two terminals. one business.
how solo operators are running entire companies with claude code, and what it actually takes to build that system.
read →
claude code vs claude desktop: which one does your business actually need?
most founders know claude.ai. almost none have touched claude code. here's the honest breakdown of what each does and which one unlocks real leverage.
read →