Blog

Notes, reflections, and career updates.

An abstract AI accelerator racing toward a risky path while review checkpoints mark a safer route

AI Makes You Faster. That May Be the Problem

AI doesn't automatically make you better. It can make you much faster, though, and those are two disparate statements that people assume overlap right up until they realise how different they are.

A patched legacy system behind a fence with maps, dependency lines, and investigation tools in front of it

Respect Your Elders

Inherited systems often look messy, but before rewriting, understand the constraints, scars, and trade-offs that made them work in production.

Scoped keys and a bounded AI agent separated from a large master key

Don't Let AI Borrow Your Keys

AI agents should be treated like any other actor in a system: give them their own identity, scoped permissions, audit trails, and a deliberate recovery path.

A North Star above a winding path made from small stepping stones and route markers

A Big Goal Is a Direction, Not a Plan.

Ambitious career goals are useful when they give direction, but growth comes from the next small, evidence-building step and regular course correction.

A human hand shaping draft pages beside an abstract AI editing node

How I Use AI When I Write

AI helps me draft, edit, design, and test this site, but the judgement, experience, standards, and responsibility for what gets published remain mine.