Topic
Cohere
4 episodes
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What's New in Managed Deep Agents: schedules, per run configuration, and Slack reactions
Masonry and Eyre dig into Managed Deep Agents v0.9 — schedules, per-run configuration, and Slack reactions — and argue about whether the per-run config pattern is the control-layer move they've been tracking or just good API design with a fancy name.
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Model Behavior: Week of October 5, 2026
We read this week as a shift away from raw model bragging and toward whoever owns the control layer around agents. Mistral, Cohere, Anthropic, Google, Cloudflare, and Reflection all pulled on that same rope, with one very loud open-weight exception complicating the neat story.
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Cohere's North 2 puts AI agents on a budget and gives them a memory
Cohere’s North 2 is basically saying: if agents are going to be real enterprise workflows, you need a hard budget, durable memory, and a harness that treats models as swappable parts instead of the main event.
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Overview: Reranking
We finally slow down on reranking, the search-and-RAG move we keep name-dropping whenever retrieval quality comes up. We build it from the basic intuition, then get into why the second scoring pass helps, where it breaks, and why it is still very much alive in current systems.