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AI & Engineering

Explore articles about AI & Engineering.

AI & Engineering8 min read

Why Does Agentic Code Require More Corrective Maintenance After Merge?

Agentic code often ships fast but costs more later. Learn why AI-generated commits need more corrective maintenance and how software factories prevent it.

AI & Engineering9 min read

Why Is AI-Generated Code the Biggest Supply Chain Security Threat Facing Software Factories in 2026?

AI-generated code is the top supply chain threat in 2026 because it accelerates vulnerable, ungoverned dependency growth faster than security teams can patch.

AI & Engineering9 min read

What Is MCP and Why Are Enterprise Software Factories Adopting It in 2026?

MCP is the open context layer that lets enterprise agent factories connect AI agents to real systems, at scale, without an N by M integration mess.

AI & Engineering9 min read

Why Is AI Adoption Hurting Software Delivery Performance Despite Productivity Gains?

DORA 2024 shows AI boosts code quality and docs yet cuts delivery stability. Learn why batch size and feedback loops matter more than model choice.

AI & Engineering9 min read

Why Agentic AI Fails at Enterprise ROI, and What Software Factories Do Differently

Agentic AI stalls because enterprises treat it as a tool upgrade instead of redesigning workflows. Here is how software factories capture ROI.

AI & Engineering10 min read

Why Do Nearly Two-Thirds of Enterprises Experiment With AI Agents but Fewer Than 10% Scale Them?

Most enterprises pilot AI agents but fail to scale them. Learn why the gap is an operating-model problem, not a model problem, and how to fix it.

AI & Engineering8 min read

Why Every Engineering Team Needs a Coding Factory to Ship Fast

Stripe is shipping 1,000+ PRs weekly with AI minions. Discover why your team needs a coding factory to compete—and how xSquad delivers one without headcount.