Writings

Why reliability, invariants, and guardrails matter more as AI accelerates code production. Introduction AI has already changed the rate at which software can be produced. What remains unclear is how much faster software systems can safely change. The ability to produce change is not the same as the ability to absorb its impact. Systems, operational […]

If you’re building or marketing tools for reliability, you need a way to frame them that earns trust and lands with practitioners. That’s what the SABRO Framework™ provides — a set of five principles to guide naming and framing responsibly.