News
New AI energy alliance puts workload flexibility on the SRE agenda
Google, NVIDIA and Emerald AI are backing flexible data centers. Operators will need to define which AI work can yield power, and how it recovers.
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News
Claude adds on-demand compaction for long-running agents
The Messages API can now summarize conversation history when an application chooses. SRE teams should test which operational constraints survive.
News
Claude’s Chrome transcripts enter the enterprise audit trail
Anthropic has added Chrome-session transcripts to its Compliance API beta. Responders gain another evidence source, with important gaps to understand.
News
Splunk agent observability: follow the work, then the bill
Splunk’s September release connects agent evaluation and cost monitoring. The useful test is whether a responder can trace spending back to an outcome.
Technology Overviews
Herdr: how to supervise coding agents
Herdr keeps coding agents visible and their terminals persistent. Here is how to evaluate its status signals, recovery behavior, and place in SRE work.
AIOps
What MTTD misses between the alert and the response
Separate detection from response, reconstruct the missing minutes, and find the delays that an improving average can conceal.
AIOps
Production agents: authorize the action, then verify the outcome
Define production-agent authority, reconcile uncertain writes, verify outcomes independently, and use an execution contract before expanding scope.
AIOps
AI token usage: plan for cost, latency, and context limits
Measure tokens per completed task, account for retries and tool output, and preserve the evidence an operational assistant needs.
AIOps
NotebookLM for SRE: build a source-backed incident dossier
Use a curated notebook to compare runbooks and incident evidence, while keeping citations, freshness, and operational authority in view.
AIOps
GPU capacity depends on power and cooling
When inference slows without obvious application errors, test physical constraints alongside queueing, workload changes, and software regressions.
AIOps
Evaluate Claude Opus 4.6 for operational work
Test evidence retrieval, long-session consistency, tool boundaries, and cost before letting a model influence production changes.
AIOps
Agent skills for SRE: write the execution contract
Define inputs, permissions, idempotency, verification, and stop conditions for one operational capability before expanding its authority.