Why AI Coding Agents Suck At Product Integrations And How Membrane Fixes This

Machine Learning Tech Brief By HackerNoon

This story was originally published on HackerNoon at: https://hackernoon.com/why-ai-coding-agents-suck-at-product-integrations-and-how-membrane-fixes-this.
AI coding agents excel at building features but fail at production integrations. The issue isn't AI capability—it's lack of integration-specific infrastructure.
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AI agents can scaffold UIs, call APIs, and generate data models in seconds. But when it comes to building production-grade integrations, they consistently under-deliver. This isn't an AI problem. It's an infrastructure problem.