AgentPulse, drift investigation for multi vs DataZen

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

DataZen is a free open-source desktop database workspace: natural-language SQL, one-click error diagnosis, EXPLAIN analysis, charts, cross-database workflows, and a...

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 DataZen

DataZen is a free open-source desktop database workspace: natural-language SQL, one-click error diagnosis, EXPLAIN analysis, charts, cross-database workflows, and a built-in MCP server for AI agents. Local-first, under 15 MB. Who it's for Built for developers who work with databases every day. SQL editor, EXPLAIN analysis, schema browsing, ER diagrams, backups, the daily driver for real database work. MCP Server & Client Give your AI agents access to your databases. DataZen ships with a built-in MCP server: expose queries, schema inspection, EXPLAIN and even whole workflows as tools for the agents you already use.