
Build vs buy AI: A decision framework for product teams
75% of AI use cases run on vendor products. The 25% companies build custom deliver the deepest moats. Here's the framework for deciding which bet to make.
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AI, engineering, and product strategy from practitioners.

75% of AI use cases run on vendor products. The 25% companies build custom deliver the deepest moats. Here's the framework for deciding which bet to make.

Your internal APIs are invisible to AI agents until you wrap them in MCP. This guide covers tool definitions, handlers, transport, and production patterns.

The fractional CTO role is misunderstood - it is not a part-time developer. Here is the actual day-to-day: architecture decisions, team building, investor prep, and the tech debt negotiations nobody else wants to have.

Building an app like Uber costs $50K for a basic bike-taxi MVP to $600K+ for a multi-service super app. Here's the real breakdown - Uber, Lyft, Ola, and Rapido - with numbers from teams who've actually built them.

No SOC 2 report? No enterprise deal. Here's what SOC 2 actually requires, how long it takes, what it costs, and why most B2B SaaS companies need it before their first enterprise customer.

A food delivery app is actually 3 apps -- customer, restaurant, and driver. Here's how they work together, what each costs to build, and where most projects go wrong.
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GDPR, HIPAA, PCI DSS, SOC 2 - if you're building an app, the wrong compliance miss can cost millions. Here's every regulation you need to know, mapped by geography, industry, and data type.

AI app costs range from $5K to $500K+ and most teams budget for the wrong tier. Here are the real numbers by project type - and what drives the cost.

80% of AI projects fail to reach production. The causes are not technical. Here are the eight predictable patterns and how to avoid every one of them.

Your roadmap says "add AI" but your codebase says "not without a rewrite." Here's the incremental path to shipping AI features that move real metrics.

In-house AI teams cost $650K-920K/year and take 3-6 months to ship. Outsourcing ships in 8-16 weeks at 40-60% less cost. Here's the full comparison.

A basic hotel PMS costs $60K-110K. A full-featured system with channel management, revenue optimization, and guest experience tools runs $150K-300K. Here is the honest breakdown.
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