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Define the action, contain its scope, and verify what changed at the destination.

March 26, 20265 min read

Define inputs, permissions, idempotency, verification, and stop conditions for one operational capability before expanding its authority.

February 5, 20264 min read

Check agent status, terminal persistence, and recovery before adopting Herdr.

September 21, 20268 min read

Decide which workflow deserves an agent, where a fixed automation is sufficient, and how to measure the work left for responders.

February 4, 20264 min read

The stable Kubernetes attributes processor helps connect AI-agent traces to their workloads. Check the metadata joins before upgrading.

September 21, 20264 min read

Test evidence retrieval, long-session consistency, tool boundaries, and cost before letting a model influence production changes.

February 6, 20264 min read

Read validated architectures as a starting point for workload, recovery, and support testing, not a promise of automatic reliability.

April 2, 20254 min read

Compare detection, correlation, investigation, and automation using your incidents, review costs, and failure paths.

March 24, 20253 min read

Use operational state, visible defaults, and reversible transitions to evaluate complexity without discarding necessary capabilities.

September 30, 20233 min read

Account for context limits, retries, latency, and the work behind a useful result.

March 14, 20264 min read

Use language-model assistance for evidence review, draft communication, and practice, with a clear boundary around production decisions.

March 20, 20253 min read

Follow evidence through technical failure and incident response, then test whether the proposed correction changes the mechanism.

February 13, 20264 min read