AgentPulse, drift investigation for multi vs Starwell

Open-source drift investigation for multi-agent systems: which agent drifted, where it originated, and what to check next.

Verified official statistics for people and AI agents: one REST API, one MCP server. Every value served with provenance, a verification status, and a citation to the...

About AgentPulse, drift investigation for multi

Open-source drift investigation for multi-agent systems: which agent drifted, where it originated, and what to check next. What did change is the payload it receives from writer, starting at the same run. So critic is probably downstream damage, not the source. After the change, writer responses run ~180% longer and drop the section structure critic expects, earlier payloads were structured summaries, newer ones read as prose. If restoring the format fixes critic, make the fix in writer.

About Starwell

Verified official statistics for people and AI agents: one REST API, one MCP server. Every value served with provenance, a verification status, and a citation to the official source. Free with an account. Rates marked computed are 12-month changes derived from each agency's published index. 115 flagship indicators are re-read live from the source agency on a schedule and compared, value for value. 11 tools over Streamable HTTP: search the catalog, fetch observations, compute answers, manage monitors.