Tag: software engineering

All the articles with the tag "software engineering".

• AI Coding Agents Are Productive, but Who Owns the Review Debt?

  Published:Apr 17, 2026 |  at 08:20 AM

  AI coding agents are increasing development velocity, but they also create a new form of review debt. The real management question is not how much code agents write, but who is accountable for proving it is safe.

• MCP Security Debt: Why Enterprise AI Connectors Need a No-Go Zone

  Published:Apr 16, 2026 |  at 07:35 AM

  As enterprises connect AI agents to internal tools, MCP-style integrations create a new class of security debt. The real risk is not the model; it is what the model is allowed to touch.

• Synthetic Debt: The Hidden Cost of AI-Generated Codebases in 2026

  Published:Feb 26, 2026 |  at 04:35 AM

  With 41% of code now AI-generated, a new form of 'Synthetic Debt' is emerging. Discover why 25% of AI suggestions contain latent errors and how to maintain quality in an automated pipeline.