Insights

Notes from the engineering floor

Practical writing on AI systems, modernization and the architecture behind intelligent businesses.

AI
Software Engineering
Architecture
Digital Transformation

2026-03-12 · 8 min read

How Enterprise AI Agents Will Change Business Operations

Agents are not a new chatbot skin. They are software that can retrieve knowledge, call tools and complete work — if you design the job, the boundaries and the systems around them.

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2026-02-18 · 7 min read

RAG vs Fine-Tuning: Which Does Your Business Need?

Retrieval and fine-tuning solve different problems. Choosing the wrong one is one of the fastest ways to spend a budget on an AI system that still cannot answer from your documents.

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Software Engineering

2026-01-27 · 9 min read

How to Modernize a Legacy .NET Application

Framework systems still run revenue. Modernization succeeds when you sequence risk, not when you announce a rewrite.

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Architecture

2025-12-09 · 6 min read

Azure vs AWS vs Google Cloud for Enterprise Applications

The right cloud is the one that fits identity, data residency, existing skills and the workload — not the one that won last year’s keynote.

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2025-11-04 · 7 min read

How to Build an Enterprise Knowledge Assistant

A useful knowledge assistant is a retrieval system with permissions, not a chat window pointed at a public model.

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Digital Transformation

2025-10-15 · 6 min read

Cloud Migration Checklist for CTOs

A migration is a change to how you build, secure and operate software. Treating it as a lift-and-shift project is how you recreate the data center with a higher invoice.

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