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.
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The Messages API can now summarize conversation history when an application chooses. SRE teams should test which operational constraints survive.
Anthropic has added Chrome-session transcripts to its Compliance API beta. Responders gain another evidence source, with important gaps to understand.
Check agent status, terminal persistence, and recovery before adopting Herdr.
Separate detection from response and find delays that an improving average can conceal.
Define the action, contain its scope, and verify what changed at the destination.
Use a curated notebook to compare runbooks and incident evidence, while keeping citations, freshness, and operational authority in view.
Test evidence retrieval, long-session consistency, tool boundaries, and cost before letting a model influence production changes.
Define inputs, permissions, idempotency, verification, and stop conditions for one operational capability before expanding its authority.
Evaluate AIOps grouping by detection coverage, investigation effort, and recoverable mistakes, not alert reduction alone.
A design guide for an incident assistant that handles duplicate events, partial failures, and reviewed AI summaries across tools.
A reusable prompt pattern for incident analysis, with checks for missing facts, unsafe recommendations, and unsupported certainty.
Design incident channels, bot actions, evidence links, and a fallback path that still works when the chat system is unavailable.