Inside Singularity: a shared outreach memory and policy API for agentic systems

Inside Singularity: a shared outreach memory and policy API for agentic systems

New project: Singularity, an outreach memory and policy layer for agentic systems. The idea is simple but easy to skip when you wire up autonomous outbound: before the next message goes out, the agent should know what's already happened. Singularity holds identity, policy, provenance, and contact history so a send decision can be checked against real prior context, not started from scratch.

This sits next to the rest of my AI work for a reason. An agent that sources, writes, and sends can move fast, but speed without memory is how you double-contact someone, ignore a stated preference, or violate your own policy. Keeping provenance and contact history in one queryable place is what makes autonomous outreach reviewable instead of reckless. The agent acts; the memory keeps it accountable.