Write the hard emails (bad news, saying no, complaints, corrections) so they are clear, kind, and preserve the relationship.
Run retention as a standing function with agents that watch usage signals, spot churn risk early, prepare account reviews, and hand humans a specific reason to reach out.
Design authentication whose credentials cannot be relayed to a look-alike site, using origin-bound passkeys and hardware keys over phishable codes.
Run user interviews that surface past behavior instead of polite predictions, recruited and synthesized honestly. Use when gathering qualitative evidence for product decisions.
Run write-first collaboration with the right document types, response-time norms, and meetings reserved for what writing cannot do.
Translate between an external service's data model and your own, handling mismatches, nulls, and enum drift explicitly.
Understand what attention computes and why its cost grows quadratically with sequence length, to reason about context limits and efficiency work.
Understand what the kernel does for your process, so system-level behaviour such as scheduling, file descriptors, and signals stops being mysterious.
Define what a project includes, excludes, and depends on before work starts, so scope disagreements surface early. Use when starting a project or when a project keeps growing.
Hand off an on-call rotation by transferring open incidents, watch items, and the tribal context runbooks miss.
Produce signed software bills of materials from real artifacts and consume them to answer "are we affected" fast.
Research, qualify, and prepare partnership approaches with agents, leaving the relationship and the commitment to a human.
Produce campaigns with agents that research the audience, draft variants against a brief, check claims and brand voice, and leave publishing to a human.