012026-04-15Methodology
5 Questions We Ask Before Taking an AI Project
Not every problem is worth solving with AI. We built a screening framework — 5 questions asked before project kickoff to decide whether this is a fit.
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Technical perspectives, methodology, and real-world lessons
022026-03-28Case Study
Non-Intrusive Securities Mid-Office Transformation: Three AI Scenarios
Financial system overhauls fear the 'rip and replace' approach. We layered three AI scenarios non-intrusively on top of existing infrastructure — each with different entry points and trade-offs.
Read Full Article →032026-03-10Technical Perspective
Why We Don't Blindly Use Dify / LangChain
Tools are means, not ends. When facing a concrete problem, we first ask: does this framework's abstraction level match our scenario? Will its assumptions become future constraints?
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