AIOps
Generative adversarial networks: realism is not operational validity
Understand how GANs train and why synthetic data needs checks for coverage, constraints, privacy, and downstream usefulness.
Commentary
Nate’s take on AI in production, reliability metrics, and how engineering teams work.
SRE
How blameless incident reviews make responsibility clearer
Examine what people knew and could do, then assign improvements that address the conditions behind the incident.
SRE
Run a post-incident review that explains the difficult decisions
Prepare evidence, reconstruct the timeline, examine contributing conditions, and choose follow-up proportionate to the incident.
SRE
Apply KISS to the configurations your responders must understand
Use operational state, visible defaults, and reversible transitions to evaluate complexity without discarding necessary capabilities.
AIOps
Ethical leadership in AIOps starts with operational decisions
Make AI-assisted routing and remediation accountable through visible evidence, meaningful overrides, and review of who bears the errors.
AIOps
AIOps Automated Remediation: A Practical SRE Workflow
Connect AI-assisted diagnosis to bounded runbooks, explicit approval gates, and independent recovery checks. Start with a practical SRE rollout checklist.
AIOps
Build an AIOps business case around one operational bottleneck
Connect an AIOps investment to a measurable workflow, its full operating cost, and the evidence needed to expand or stop the trial.
SRE
Turn postmortem lessons into changes you can verify
Translate incident findings into funded changes with an owner, a test, and evidence that the relevant failure mode became less likely or less costly.
Leadership & Culture
Protecting time off means changing the SRE workload
Protect time away through explicit coverage, recovery policies, and realistic planning instead of relying on individual boundary-setting alone.
Leadership & Culture
On-call overload: respond to the workload before it becomes normal
Use interruption patterns and responder feedback to change paging, coverage, and recovery expectations when on-call work becomes unsustainable.
Leadership & Culture
The reliability decisions an SRE leader must make
Give teams clear service ownership, decision authority, and capacity to act on reliability evidence before the next incident.
AIOps
Observability With AIOps: A Practical Evaluation Guide
Use AIOps to connect operational evidence, then test whether it improves investigation without hiding missing signals or unsupported conclusions.