Building AI Agents That Actually Work: Lessons from Production
Most AI agent projects never make it past the demo. Here's what separates the agents running in production from the abandoned prototypes—and how to build ones that last.
Insights on AI development, software engineering, and digital transformation.
Most AI agent projects never make it past the demo. Here's what separates the agents running in production from the abandoned prototypes—and how to build ones that last.
Most staff augmentation content is vendor marketing. Here's what actually works, what doesn't, and how to avoid the common failures—from both sides of the relationship.
Enterprise AI agents fail for reasons that have nothing to do with the AI. Here's what security reviews, compliance requirements, and organizational dynamics mean for your implementation.
Practical insights on building Retrieval-Augmented Generation systems that work reliably in production environments.
Most React performance advice is premature optimization. Here's how to find real bottlenecks and fix them without making your codebase worse.
Most e-commerce AI projects fail. Here's what separates the 28% conversion improvements from the abandoned initiatives—based on real implementations.
Forget framework comparison charts. Here's how we actually choose technologies after building software for a decade, and why our defaults might surprise you.