2026-06-03
What AI SRE Benchmarks Should Catch Before Production
AI SRE benchmark reports should show which operational failure modes an agent avoided, not just whether a final readiness check turned green.
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Product updates, engineering notes, and operational guidance.
2026-05-08
Why AI Agent Skills Need Infrastructure Benchmarks
AI agent skills can speed up simple infrastructure fixes and break harder ones. Evidra Bench turns that tradeoff into repeatable data.
Read post2026-02-20
AI Agent Guardrails in Regulated Environments: Policy Before Execution
Policy-after-the-fact is not enough for regulated automation. This article explains default-deny execution, MCP gateway controls, and tamper-evident evidence patterns.
Read post2026-02-14
GitOps Audit Trails: Why Argo CD History Is Not Enough
Argo CD history is useful for operations, but regulated investigations need structured, exportable evidence artifacts across systems.
Read post2026-02-03
Launching SameBits.com
Why we are building evidence-driven tooling for modern operations.
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