Tag: software engineering
All the articles with the tag "software engineering".
AI Coding Agent Benchmarks: Why Engineering Leaders Should Measure Review Debt, Not Just Code Output
Published: at 03:05 AMAI coding agents are getting better at producing changes, but engineering leaders need to measure the review debt that follows. Throughput without validation is just faster risk creation.
AI Coding Agents Are Productive, but Who Owns the Review Debt?
Published: at 08:20 AMAI 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: at 07:35 AMAs 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.