Practical engineering guides, cloud operations deep-dives, AI implementation lessons, and outsourcing frameworks from the KSQUARECORP team.
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Most startup infrastructure mistakes are not made in ignorance — they are made under pressure. Here are the five we see most often and what to do instead.
SLOs that live in a doc nobody reads are not SLOs — they are aspirations. Here is how we define, communicate, and enforce SLOs that engineering teams treat seriously.
Not every AI use case needs a fine-tuned model. Here is the framework we use to decide between RAG, few-shot prompting, and fine-tuning — with real cost comparisons.
After reviewing hundreds of outsourcing contracts, here are the clauses that protect you and the ones that should make you walk away.
Resource limits, RBAC, network policies, image scanning, upgrade strategy — the 20 items we verify before a Kubernetes workload goes live.
IaC is usually pitched on repeatability. The real ROI is faster incident recovery, audit trails, and the ability to onboard engineers in hours instead of weeks.
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