AgentPulse, drift investigation for multi vs The Ruby AI Newsletter

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

SerpApi is the world's leading provider of search data, pioneering APIs that turn search engine results into structured, developer-ready information.

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 The Ruby AI Newsletter

SerpApi is the world's leading provider of search data, pioneering APIs that turn search engine results into structured, developer-ready information. Founded in 2017, it enables developers, researchers, and Fortune 500 companies worldwide to integrate live search insights from sources like Google, Bing, and YouTube into their applications, analytics, and research workflows. What makes this the right partnership is that SerpApi isn't backing Ruby AI from the outside, they are part of the community. SerpApi runs on a Rails monolith, joined the Rails Foundation as a contributing member, maintains a suite of open-source Ruby gems, and employs a dedicated Ruby Developer Advocate.