AgentPulse, drift investigation for multi vs Kinetk

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

KINETK transforms the messy, multimodal social web into structured intelligence, helping agents, brands, and enterprise teams detect the hidden patterns shaping consumer...

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 Kinetk

KINETK transforms the messy, multimodal social web into structured intelligence, helping agents, brands, and enterprise teams detect the hidden patterns shaping consumer behavior, via the KINETK API and MCP. Consumer behavior goes in as video, image and text, and comes out as narratives, trajectories and signals your team can act on. Connect the moment, > Cluster related clips, reshoots, screenshots, reactions, and other multimodal content. Track the trajectory, > Separate narratives already at scale from the ones just starting to break.