The Cynical Developer

Every new model arrives with a chart and a higher score. We look at why most AI benchmarks tell you almost nothing about whether your software will get better — and why the only test that matters is the one nobody can sell you.

Written by James Studdart. Voiced using an AI model of his voice.

If AI makes implementation cheap, do we still need software architects? We argue the role doesn’t disappear — it moves, away from detailed up-front planning and toward keeping a system coherent when anyone can generate code instantly.

Written by James Studdart. Voiced using an AI model of his voice.

Most teams bolt AI onto how they already work. A few are redesigning around it. We look at what changes when producing code is cheap — and why an AI-native team isn’t just a normal team with half the people cut.

Written by James Studdart. Voiced using an AI model of his voice.

The hope is that AI will finally help us clear technical debt. We argue it’s closer to the opposite - the fastest debt-generator we’ve ever built - and look at the new, harder-to-pay kind of debt nobody understood in the first place.

Written by James Studdart. Voiced using an AI model of his voice.

Developers love a stack argument. We look at how AI quietly makes much of it irrelevant - by collapsing the cost of working in something unfamiliar - and what genuinely still matters underneath the framework wars.

Written by James Studdart. Voiced using an AI model of his voice.

Most companies are doing something with AI — and measuring the wrong thing. We look at the adoption trap, why activity keeps getting mistaken for outcomes, and why AI just runs a broken process faster.

Written by James Studdart. Voiced using an AI model of his voice.

As building gets cheap, the bottleneck moves from “how” to “what”. We look at the rise of the product-minded engineer - someone who understands the customer, the business and the outcome, and happens to be able to build.

Written by James Studdart. Voiced using an AI model of his voice.

A fear runs under a lot of AI conversations: that experienced engineers are worth less now the machine can write code. We argue it’s close to the opposite - AI raises the floor on output but raises the ceiling on judgement far more.

Written by James Studdart. Voiced using an AI model of his voice.

If AI writes the boilerplate, tests and CRUD screens juniors used to learn on, how does anyone become senior? We look at the apprenticeship we’ve quietly automated away - and the slow, deferred bill that comes with it.

Written by James Studdart. Voiced using an AI model of his voice.

The whiteboard puzzle always tested the one mode the job never uses - alone, from memory, no help. We look at why AI finally makes that impossible to ignore, why hiring clings to it anyway, and what’s worth measuring instead.

Written by James Studdart. Voiced using an AI model of his voice.