news.ycombinator.com• Jan 21, 2026• 1 min read
Ask HN: What are the metrics for "AI-generated technical debt"?Here’s one place where I think proponents and skeptics of agentic coding tools (Claude Code, Codex, etc.) tend to talk past each other:Proponents say things like:- “I shipped feature X in days instead of weeks.”- “I could build this despite not knowing Rust / the framework / the codebase.”- “This unblocked work that would never have been prioritized.”Skeptics say things like:- “This might work for solo projects, but it won’t scale to large codebases with many developers.”- “You’re trading short-term velocity for long-term maintainability, security, and operability.”- “You’re creating tons of technical debt that will surface later.”I’m sympathetic to both sides. But the asymmetry is interesting: The pro side has quantifiable metrics (time-to-ship, features delivered, scope unlocked). The con side often relies on qualitative warnings (maintainability, architectural erosion, future cost).In most organizations, leadership is structurally biased toward what can be measured: velocity, throug
