I believe we can make good things with generative AI. Public attitudes, software growth, and concrete examples help explain that position — and where intention stops being enough.
Welcome to William Oliveira
Some notes about Software Engineering, Web Development, Web Performance, AI Engineering, AI Agents, CyberSec, Hacking, DevOps and other things I find interesting.
Latest notes
A continuation of the conversation about code review with AI agents: what studies say about frequent approvals, exception-based oversight, and where developer intervention can make a difference.
Historical warnings arrived months or years before market peaks. This article compares those lead times with the AI investment boom and asks which signals matter more than the word bubble.
How we reviewed 636 code clones in a monorepo, gave shared rules a clear owner, and used coding agents without abstracting everything in sight.
A practical architecture for selecting actionable Sentry issues every week, asking humans for approval, and handing one bounded task to GitHub Copilot.