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CHOOSE WITH CLEAR TRADEOFFS

Decision pages for common architecture and delivery choices — written for practitioners, not keyword farms.

RAG vs Fine-Tuning

RAG and fine-tuning solve different problems. This comparison helps product and engineering leaders choose the right lever — and avoid paying for the wrong one.

AI Agents vs Chatbots

Chatbots converse. Agents pursue goals with tools. Knowing the difference prevents overbuying autonomy — or under-delivering automation.

Java vs Node.js

Both Java and Node.js power serious backends. The better choice depends on team skills, latency profile, ecosystem needs, and existing estate — not internet debates.

Dedicated Team vs Staff Augmentation

Both models add capacity. They differ in who owns planning, delivery rituals, and outcomes.

Outsourcing vs In-House Development

In-house teams preserve deep context. Outsourcing accelerates capacity and specialized skills. Most high-performing organizations use a hybrid.

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