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Technical deep-dives, architectural patterns, and lessons learned from building production systems.

Architecture6 min read

Why We Architect Before We Code

Most failed projects don't fail because of bad code — they fail because nobody drew the blueprint. Here's how a structured discovery and architecture phase prevents costly rewrites down the line.

Rishi Thakkar · 2026-03-15
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Case Study8 min read

Building a Real-Time Profitability Engine: Lessons from MiningNow

How we designed a data pipeline that processes live market data across 70 cryptocurrencies and 409 hardware units — serving 25,000+ monthly users with sub-second freshness.

Rishi Thakkar · 2026-03-08
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Industry Insights7 min read

AI Integration Done Right: Beyond the Hype

Not every problem needs a large language model. Here's a practical framework for deciding when AI adds genuine value to your product — and when simpler solutions win.

Rishi Thakkar · 2026-03-01
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