Blog
Field notes from the engineering bench
Short, specific write-ups on the decisions behind AI agents, modernization, hiring, and shipping — no thought-leadership filler.
AI Engineering
When to build an AI agent vs. a simple automation
A practical framework for deciding where autonomy actually pays off.
Modernization
Strangler-fig migrations: modernizing without a rewrite
How to replace a legacy system piece by piece with zero downtime.
Hiring
Staff augmentation vs. dedicated teams, explained
Which engagement model actually fits your roadmap and budget.
AI Engineering
Picking an LLM provider you can swap out later
Why abstraction layers matter more than the model you start with.
Mobile
On-device inference: when it’s worth the complexity
Latency, privacy, and cost trade-offs for AI-powered mobile apps.
Process
How we scope a fixed-price MVP in one week
The discovery questions that keep an MVP from scope-creeping.
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