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Practical writing on engineering, cloud, AI, design, and building software teams that last.

AllCloudAI / MLEngineeringSecurityDesignDataStrategy

Apr 20265 min read

Why multi-cloud is no longer optional for growing SaaS

Vendor lock-in used to be acceptable. As AWS, GCP, and Azure each carve out distinct niches, the risk of betting on one has quietly compounded. Here's how we think about multi-cloud strategy.

By Vaishal ParikhRead article →

Fine-tuning vs. RAG — picking the right LLM strategy

AI / ML

Mar 20267 min read

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Insights &perspectives

Why multi-cloud is no longer optional for growing SaaS

Fine-tuning vs. RAG — picking the right LLM strategy

How we cut deploy times by 70% with GitHub Actions

Zero-trust in practice: lessons from three enterprise rollouts

Design systems that scale: what we learned building for 10M users

dbt + BigQuery: the analytics stack we keep recommending

Monorepo vs. multi-repo: a practical decision framework

Kubernetes cost optimisation — 12 levers we pull first

When to build vs. buy: a framework for product teams

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Insights &
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