Journal
6 articles
Field notes from production.
Practical guides on AI agents, cloud infrastructure and product engineering, written by the people who build these systems for clients.
01AI & AutomationBuilding AI Agents for Enterprise: A Practical GuideHow to pick the right first workflow, choose an architecture, and ship an AI agent that is accurate, secure and affordable to run in production.8 min read02Cloud InfrastructureCloud Migration: From Planning to Production in 90 DaysA phased framework for moving legacy systems to the cloud without disrupting the business: assess, design the landing zone, migrate in waves and optimize.10 min read03Product EngineeringMVP Development: Ship Fast Without Cutting CornersHow to scope an MVP tightly, choose a stack you will not regret, and launch in about eight weeks with code that becomes your product, not a prototype you rewrite.9 min read04AI & AutomationBuilding RAG Pipelines: From Zero to ProductionA practical walkthrough of retrieval-augmented generation: ingestion, chunking, embeddings, retrieval, reranking, evaluation and the production details most tutorials skip.12 min read05Cloud InfrastructureKubernetes Cost Optimization: 10 Strategies That WorkTen practical ways to cut Kubernetes spend without hurting reliability, from right-sizing requests and autoscaling to spot nodes, cost visibility and cleanup.9 min read06Product EngineeringBuilding a Real-Time SaaS Metrics DashboardHow to design the data model, pipeline and UI for a dashboard that tracks MRR, churn and product usage accurately, and that your team will actually trust.9 min read
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