Software Engineering, AI, and the Future We're Building

AI adoption is accelerating across engineering teams, but inconsistent tools, models, and reasoning levels are creating a new layer of architectural chaos. Here’s why teams need AI-native workflows and task-based AI usage standards.

AI has reached a point where it can find vulnerabilities better than the world’s top hackers.

Limit Watch helps you track your Codex and Claude token usage in real time, so you never hit limits unexpectedly. Built for power users who rely on AI daily and need visibility into their usage without breaking flow.