GuideIncident response
Why a 5 Whys investigation can branch
Evidence can split a 5 Whys investigation into several contributing causes. A concurrency example shows how to turn those explanations into useful tests.
Leadership & Culture
The human side of reliable systems: leadership, teamwork, and sustainable on-call.
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.
ExplainerPlatform engineering
AI storage and recovery in NetApp and NVIDIA architectures
Model loading and checkpoint recovery stress storage differently. Reference configurations help explain which workload and failure conditions their results cover.
GuideAI in production
Comparing AIOps tools on responder work
Detection, correlation and remediation need different trials. The comparison includes specialist escalations, correction effort and the integrations left to maintain.
GuideIncident response
Finding the response delay AIOps can reduce
Evidence gathering, authorization and restoration can each hold up an incident. The timeline shows which kind of assistance could shorten the wait.
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.
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.
Staffing an on-call rotation beyond the primary shift
Primary shifts, specialist help, absence coverage and recovery time all contribute to the service an on-call calendar promises.
CommentaryEngineering leadership
Making time off workable for an SRE team
A vacation backup who can receive pages but cannot perform recovery shows why coverage must transfer access, knowledge and workload together.