The Prototype Is Not the Product
AI builders such as Replit Agent, Lovable, Devin, Cursor, and Claude Code can create convincing software quickly. The hard decision is when a prototype is ready to become a serious product.
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Kyluke McDougall All insights Topic guide
Apps and digital products
From product judgement and prototypes to dependable apps, platforms, and SaaS products.
The AI Prototype Is Not the Product Yet
AI tools make ideas visible faster. The path from demo to production software still needs architecture, operations, and responsibility.
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Kyluke McDougall 
Design-to-code does not replace product judgement
AI tools like Lovable, Bolt, v0 and Replit make prototypes faster. For serious products, that increases the need for product judgement rather than reducing it.
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Kyluke McDougall 
Finding the Right Software Development Partner
What to check before committing to a delivery partner for critical software work.
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Kyluke McDougall 
Custom Software vs. Off-the-Shelf Solutions
A practical framework for deciding when to buy standard software and when to build custom systems.
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Kyluke McDougall Next step
Turn useful insight into a dependable technical decision
Topic guides
Guidance organised around your technical decision
01
Software modernisation
Legacy systems, make-or-buy decisions, and technical renewal without a reckless rewrite.
Open guide and articles 02Apps and digital products
From product judgement and prototypes to dependable apps, platforms, and SaaS products.
Open guide and articles 03Software architecture and operations
System boundaries, backends, cloud infrastructure, and decisions that keep software maintainable.
Open guide and articles 04Production-grade AI agents
Security boundaries, governance, and delivery practices for AI agents in real systems.
Open guide and articles