Blog
Insights on spec-driven AI development, enterprise agent patterns, and building reliable AI products.
The 8-Layer AI Agent Stack: Why Most Platforms Only Give You Two
We analyzed 9 platforms and found they all ship incomplete stacks. Here's the full architecture enterprise AI agents actually need — and why layers 5-8 are what separate demos from products.
18 Eval Criteria Your AI Agent Needs Before Going to Production
From RAGAS faithfulness to EU AI Act compliance — why built-in evaluations are the difference between a demo and a product your enterprise will trust.
Stop Vibe Coding. Start Engineering.
Why unstructured AI development fails at scale — and what spec-driven development looks like in practice.
Composable Components and the Visual Canvas: How Kapi Makes AI Agents Buildable
Why we built a visual canvas with fine-grained composable components instead of another drag-and-drop flow builder — and how it changes who can build enterprise AI.
Why HITL Is a Layer, Not a Feature
Human-in-the-loop isn't a checkbox. It's a fundamental architectural layer that determines whether your AI agent is enterprise-ready.
Spec-Driven Development: A New Paradigm for AI
How living specifications that sync with implementation are changing the way enterprise AI products get built.
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