Akmatori Blog

Agent Substrate maps many stateful agent actors onto a smaller pool of ready Kubernetes workers. For SRE teams, the interesting part is not the AI label, but the runtime model: agents can wake up, do work, snapshot state, and ...

GitHub Freno gives operators a shared brake for write-heavy jobs. Instead of letting every migration, archival task, or batch worker guess when a database is safe, clients ask one highly available service whether they should c...

OpenSSH 10.4 brings security fixes, stricter transport behavior, and experimental post-quantum signatures. For SRE teams, it is a good reminder that SSH upgrades need the same rollout discipline as any other fleet-critical dep...

DNSGlobe gives operators a terminal-native way to watch DNS answers change across public resolvers. It is useful during migrations, failovers, certificate validation, and any rollout where stale DNS can look like an outage.

Chrome DevTools MCP gives AI agents controlled access to a live Chrome browser, including traces, network requests, screenshots, console output, and reliable automation. For SRE teams, that turns frontend incidents into eviden...

Rayfish is an experimental peer-to-peer mesh VPN that removes the hosted coordination server from the usual private-network model. For SRE teams testing trusted lab networks or ad hoc incident access, it is a sharp look at whe...