Adapter Journal
Writing on building software that actually ships.
Notes on delivery speed, AI systems, product engineering, and the operational details that separate demos from durable software.
AI Workflows That Actually Ship
Most AI automation ideas die between demo and deployment. The gap is rarely model quality. It's workflow design.
Adapter Team
Why Internal Tools Projects Stall
Internal tools usually fail long before launch. They stall because the problem framing is loose and the ownership model is weaker than the ambition.
Adapter Team
From MVP to Production Without a Rebuild
A fast MVP should validate the product, not guarantee a rewrite. The trick is knowing which parts need durability from day one.
Adapter Team
What Good AI Product Scoping Looks Like
AI projects usually fail in the scoping phase, not the model phase. Clear boundaries matter more than ambitious prompts.
Adapter Team