Agentic DevOps is the term for something that is already happening in production at a small number of organizations and being actively piloted at a much larger number: AI agents that do not just assist engineers but autonomously execute operational…
This docker kubernetes tutorial takes you from writing your first Dockerfile to running a production-grade deployment with autoscaling, health checks, and rolling updates. Most Docker Kubernetes tutorials stop at Minikube with a hello-world container. This one does not. The goal…
Platform engineering vs devops is one of the most consistently misunderstood distinctions in modern software engineering. Not because the concepts are complex, but because most explanations treat them as competing philosophies when they are actually sequential ones. DevOps came first,…
DevOps outstaffing vs in-house is a decision that most startups make badly, not because the analysis is complex, but because they make it at the wrong moment, with the wrong inputs. The typical pattern: a Series A startup with four…
RPC endpoint infrastructure is the layer most Web3 teams underinvest in until it fails at the worst possible moment. The frontend is polished, the smart contracts are audited, the token is live and the application becomes unreachable because the single…
Ethereum validator staking requirements have changed substantially in the past twelve months. The Pectra hard fork in May 2025 raised the maximum effective balance from 32 ETH to 2,048 ETH. The Fusaka upgrade in December 2025 activated PeerDAS and raised…
SRE practices for startups matter most at the point when a company is too small to justify dedicated reliability engineers but too large to run on intuition and heroics. Toil rose 30% in 2026, the first increase in five years,…
An incident runbook template is the difference between an engineer at 3am who knows exactly what to do and one who spends the first fifteen minutes figuring out where to start. Toil rose 30% in 2026, the first increase in…
On-call rotation best practices matter more in 2026 than they did a year ago. The State of Incident Management 2026 reported that toil rose 30%, the first increase in five years, despite widespread adoption of AI operations tooling. 88% of…
The slo sla difference is one of those things everyone in an engineering organization uses as if they understand it, right up until the moment a customer escalates a reliability complaint and nobody agrees on whether it was an SLO…
