GuideAI in production
Meta Muse keeps research and connected tasks running
A release-note digest and a changed maintenance event show two uses of Muse’s persistent agent: gathering information over time and preparing a connected-account update.
Articles
Guides, news and explanations about AI and reliable systems.
ExplainerPlatform engineering
The SRE and platform handoff
Clarify ownership across shared platforms, service reliability, and incident response.
GuideIncident response
What did the postmortem fix prove?
Separate a completed task from evidence that the underlying risk was reduced.
The on-call work that page counts leave out
Disturbed nights, specialist help and cleanup consume capacity beyond the primary shift. A workload worksheet connects that demand to staffing and delivery plans.
ExplainerAI in production
What the AIOps market forecast measures
The dated market estimate has a definition, forecast period and growth calculation. Those details explain how it can inform a local investment discussion.
CommentarySLOs & reliability
What an exhausted error budget changes
An error-budget policy connects measured reliability to release and planning choices, including a repair bundled with an unrelated feature.
GuideIncident response
Customer reports reveal failures a fleet average can miss
An upload report becomes investigable through its operation, region and time window. That same detail connects the engineering result back to the customer.
GuideAI in production
Where workplace ChatGPT data goes
An approved summary task can take a new data path when a connector is added. Account controls, retention and output sharing apply at different points along that path.
GuideIncident response
Who can authorize the next incident mitigation?
A rollback debate can be blocked by compatibility evidence or unreachable authority. A decision worksheet separates those problems and records the recovery checks.
CommentaryEngineering leadership
SRE accountability needs authority, capacity, and a clear owner
A service owner may depend on another team’s access, risk decision or engineering time. Following a shared-database change reveals where that arrangement needs help.
CommentaryIncident response
Why blameless reviews investigate the conditions around a mistake
A mistaken target selection shows how an incident review can explain a responder’s choice and lead to a more useful interface improvement.
CommentaryEngineering leadership
Who puts an AIOps mistake right?
A misrouted support ticket shows how automated decisions affect customers and what a usable correction path requires from the people responsible.