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Cohere

Senior

Own the runtime that makes Cohere's North agents reliable at enterprise scale

Interview for Cohere's Agent Harness PM role on the North platform, owning the agent loop, context engineering, and the feedback bridge between engineering and the Modeling team. Expect deep technical questioning on agent architecture, evals, and implementation-level tradeoffs, not just roadmap storytelling.

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What this interview tests

  • Agent loop and execution runtime design (tool orchestration, parallel execution, sub-agent delegation, sandbox execution, failure recovery)
  • Context engineering as a controlled resource (progressive disclosure, compaction/summarization, filesystem offloading)
  • Agentic evaluation framework design bridging product and research
  • Diagnosing model gaps vs. scaffolding gaps
  • Cross-functional partnership with an ML Modeling/research team
  • Enterprise agentic deployment constraints (multi-tenant orchestration, tool permissioning, audit trails, air-gapped environments)

Common question themes

Walk me through a time you contributed to an architecture decision at the implementation level rather than just writing requirements

How would you design an eval framework that both the harness team and the Modeling team trust as their shared source of truth?

A North agent fails on a long, multi-step enterprise task — how do you determine whether it's a model limitation or a harness/scaffolding limitation?

How do you think about managing an LLM's context window as a deliberately controlled resource across a long agent trajectory?

How would you validate a new harness capability (e.g., sub-agent delegation) with a research/Modeling team before committing engineering to build it?

Tell me about engaging an enterprise customer to surface a real agentic failure and translating it into a concrete product requirement

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