Writing.

Why static analysis works for agentic systems —
and why everything else doesn't.

Runtime monitoring, LLM-based code review, and probabilistic evaluation frameworks all share a common flaw: they operate after or adjacent to the problem. Static analysis attacks the structure directly. Here's why that distinction matters — and why it's the only approach that produces a guarantee rather than a probability.