Practical AI resources, free to take
Everything here comes from our own client work and daily practice at Serpin. Installs you can run today, playbooks you can hand to your team, and the working habits that keep AI output honest.
No sign-up walls. Each tool is a page you can read, use and share.
Set your AI direction
For leaders deciding where AI fits, what deserves investment and what a sensible first step looks like.
Should this be an agent?
Score your use case in two minutes and find out whether it suits an agent, or whether a simpler approach wins.
Take the assessment GuideThe 5 actions AI leaders take
What leaders in mid-sized businesses actually do to get value from agents, beyond buying licences.
Read the guide GuideAI agents: buy vs build
A clear way to decide between buying an agent product and building your own, with the questions that settle it.
Read the guide PaperBounded Agency
Our architecture approach for production agents: what the agent may do, what it must never do, and the guardrails that enforce it.
Read the paperFrom first agent to working system
The playbook for a first agent, plus paste-in installs that build something real in under an hour.
Your first AI agent playbook
The 31-page framework for choosing, scoping and shipping a first agent that survives contact with real work.
Read the playbook InstallMission Control
Five prompts you paste into Claude Code to build a project dashboard in Obsidian. Every project visible, one place.
Open the install InstallSales Recon
Six AI agents research your prospect and hand you one sourced brief in five minutes, ready for the call.
Open the installTrusting what your AI tells you
The working habits and prompt patterns that stop confident nonsense reaching your decisions.
10 habits that keep your AI honest
Ten everyday habits, drawn from months of daily AI use, that catch errors before they cost you.
Read the guide Guide7 patterns to stop your AI making things up
Prompt and workflow patterns that cut fabrication, each one shown with a before and after.
Read the guideWant this working inside your business?
The tools show our thinking. The consulting applies it to your operation: we map where AI genuinely helps, design the guardrails, and build alongside your team.