THE LAB
Category intelligence. Frameworks. Observations.
What we learn building agentic systems, published as we learn it.
FRAMEWORKS
Reusable ways to think about the problem.
Audience Unification Map
Mapping identity across creator platforms without a data warehouse project.
Open the framework →Working notes from live engagements. New pieces go out first to Radar subscribers.
Community-Native · Aug 2026 · 6 min read
The community intent graph
Why identity resolution is the precondition for any useful community agent.
ReadAgent-Ready Commerce · Aug 2026 · 7 min read
What an agent sees when it reads your catalog
A structural teardown of three storefronts from an agent's point of view.
ReadCreator-Native · Jul 2026 · 5 min read
Superfan detection without surveillance
Behavioural signals that predict premium conversion across platforms.
ReadTechnology · Jul 2026 · 6 min read
Evaluating agents like software, not like magic
The evaluation harness we ship with every production deployment.
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