Posts

etcd failure takes down every cluster at once. Multi-cluster setups miss this single point of failure-here's how to back up etcd for true Kubernetes HA.

Agentic AI is silently stacking engineering debt that will trigger your next outage. Close observability gaps and ship without breaking production.

45 machine identities per engineer-and attackers mapped them first. Cloud IAM blind spots fuel service account sprawl. Reclaim non-human identity control.

4-minute lateral movement beats 4-day cloud SIEM alerts. Detection engineering teams must close the gap before attackers exploit it.

AI-generated code from vibe coding hides compliance risks auditors actively flag. Map your exposure before the next SOC 2 review exposes it.

A misconfigured federated trust policy lets the wrong tenant impersonate your workload. 4 cloud IAM fixes auditors expect.

Fintech AI compliance fails RBI audits even after QA. Learn 5 audit-trail gaps, governance rules, and observability fixes that earn approval.

Image scanners whitelist backdoors in base layers-how admission controllers miss supply chain attacks and how to close the gap.

100K to 100M tokens: LLM inference cost scales brutally. See real data on per-token pricing, serving cost spikes, and how to cut production LLM cost.

OpenAI runs PostgreSQL at 800M-user scale-and your AI infrastructure cost model is probably broken. Three moves CFOs are making now.

3 reasons AI outages break differently: silent drift, data-dependent failures, and feedback loops your runbooks don't cover.

AI coding assistants boost commit volume but mask real productivity declines. Your engineering dashboards are lying to you.