Connoisseurs of the Agentic Age
Applied AI · Product × Research
—:— PMLA · RemoteOpen for new projects
Stay curious.
Step one of becoming AI proficient — and there's no step two without it.
The next decade is going to be noisy. Loud opinions, louder egos, plenty of people playing prophet on a stage they didn't build. Fact is, nobody has this figured out yet. We're all charting new water.
Notes from the Lab.
- START HERE
An Operator's Guide to the AI Decade
Why staying curious beats staying confident — and how to read past the noise of the next ten years of AI hype.
From Prompt Engineering to Systems Engineering
Why a clever prompt isn't a system. Where most AI initiatives quietly stop being software projects — and how to keep yours honest.
Building Agents That Don't Drift
Persistent workloads don't fail loudly — they degrade. The patterns we use to keep agents reliable across model shifts and long horizons.
Stay Model-Portable
Vendor lock-in used to mean databases. Now it means prompt formats and tool schemas. Three patterns we use to ride upgrades instead of fearing them.
03Let's build
If you want to harness magic, learn from an alchemist.
We partner on hard problems, ship what holds up in production, and publish what we learn along the way.