Knowledge Center // Live
Insights & Intelligence
Data-driven perspectives from the engineering trenches. No fluff, no vendor spin — just honest analysis on the platforms, patterns, and strategies that actually move the needle.
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On the Radar
AI & ML
RAG vs Fine-Tuning: When to Retrieve and When to Retrain
A practical decision framework for choosing between
retrieval-augmented generation and model fine-tuning based on data volume, latency, and
cost.
ERP & Migrations
D365 F&O Migrations: The 6 Stages of Technical Grief
From legacy X++ spaghetti to modern cloud ERP — the
pitfalls, the politics, and the patterns that actually work.
Architecture
The $50K Monolith: When Microservices Are the Wrong Answer
Sometimes the simplest architecture is the right one. A
cost-benefit analysis of microservice adoption for mid-market companies.
Cloud Strategy
Multi-Cloud is a Lie (And Other Truths About Cloud
Strategy)
Why most multi-cloud strategies fail, and what a realistic
cloud posture actually looks like for organizations under $500M.
Data Engineering
Power BI Premium vs Fabric: The Real Cost of Microsoft's
Data Vision
Breaking down the licensing maze, capacity units, and actual
workload performance between PBI Premium and Microsoft Fabric.