Blog
Building in public — what we're making, what we're learning, and how we're doing it.
It's On the Tip of My Tongue
When an AI agent knows something it can't explain knowing. We discovered that structural delivery, behavioral access, and conscious attribution are three independent axes — and the last one fails more often than you'd think.
What Does an Imported Agent Know?
When you fork a Claude conversation into a new environment, what survives the move? We found out the hard way, then built a systematic answer — five layers, five kinds of knowledge, one inspectable architecture.
You Can't Vibe Your Way to a Glossary
On drawing wireframes with a reMarkable before talking to the AI, and what that produces that vibe coding doesn't: a glossary, named edge cases, and a decision record.
Did I Just Invent Agent Experience Testing (AXT)?
While building Klatch's import features, we stumbled into a new approach to testing AI agent systems. It's preliminary, it's a little weird — and we think it's interesting enough to share.