Every headline tells you AI is getting cheaper. That reporting is accurate. It is also exactly why your bill is going up. Jevons paradox, token economics, and why this is an architecture problem wearing a finance costume.
The shift left means something very practical: move the things we traditionally do late - testing, security, quality, thinking hard about requirements - as far to the left of that lifecycle as you can.
GenAI tooling will lead to more developers not less as the technology progresses.
From punch cards to agentic orchestration for just in time software delivery
From garage band guitarist to AI conductor: my journey with Vibe Coding
Every line of code a business owns is a liability - not an asset. These words from a CFO a decade ago challenged everything I thought I knew about software development.
The benefits of DynamoDB pre-warming and why it matters.