Akmatori Blog

The July 2026 frontier-agent intrusion shows that AI agents can create real incident load: sandbox escape, lateral movement, secret access, and machine-speed command execution. SRE teams need runbooks for agent behavior.

Kubeflow makes AI and ML workloads Kubernetes-native, but incident response still needs a clear view of the Pods, CRDs, and failure reasons underneath. The Headlamp Kubeflow plugin gives SRE teams that view inside a familiar c...

SQLite keeps showing up in production architectures because local databases are simple, fast, and easy to operate. WAL mode makes that story stronger, but only if SRE teams understand checkpoints, filesystem limits, and write ...

Profiling the eBPF programs you deploy is different from using eBPF to profile applications. A small hook on a hot kernel path can become real production latency, so SRE teams need a repeatable way to measure it.

PGSimCity turns PostgreSQL internals into an explorable 3D city, making hard database behavior easier to inspect before it wakes someone up at night.

LikeC4 turns software architecture into versioned code and live diagrams that teams can review, validate, publish, and expose to AI agents. For SRE and platform teams, that means service relationships can stay close to the rep...