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AI coding agents made writing software cheap and unclear intent expensive. CISQ puts poor software quality at $2.41 trillion a year in the US. Here is what a 3-week discovery sprint produces, and when to skip it.
Manu Shukla 
A two-sided marketplace is not an ecommerce app with extra tables. Split settlements, GST collection at source, state-wise registration and grievance display all land in the architecture on day one.
Manu Shukla 
A captive GCC in India runs $200,000 to $12M+, and a build-operate-transfer deal $800,000 to $2M over 18 to 24 months. Here is the 2026 cost breakdown across captive, BOT, and dedicated-team paths, plus the per-engineer
Manu Shukla 
Your no-code MVP was fast to build and is now expensive to run. Five measurable signals that it is time to rebuild as production software, a staged migration plan, and the costs on both sides.
Manu Shukla 
Zinnov and Nasscom counted 2,117 GCCs in India in FY2026, yet 43% remain stuck at the Satellite stage. The five failure modes that keep offshore engineering teams there, and how to structure around them.
Manu Shukla 
India's GCC count hit 2,117 in FY26, inside the range forecast for 2030. That changes the build-versus-partner maths: breakeven headcount, entity load, DPDP exposure, ramp time and exit cost.
Manu Shukla 
The four Labour Codes took effect on 21 November 2025 and changed what counts as wages. Every Indian payroll system has to be rebuilt around it. Here is how that lands on a build-versus-buy call, with current prices.
Manu Shukla 
Seed startups in India raised $478 Mn in H1 2026, up 18% YoY, at a $1 Mn median ticket. A 12-week SaaS MVP has to prove more than a demo. The build plan, the stack costs, and the engineering that survives diligence.
Manu Shukla 