#automation

OpenAI shipped GPT-Live on July 8, 2026. Every headline said it can talk while you talk. Almost none of them explained why that single architectural change is the hardest engineering problem in voice AI, or why it puts a very large labor market in play.

CI/CD is three different ideas people mash into one acronym, and getting the distinction wrong is how teams end up with a pipeline that runs tests but ships nothing. Here is what continuous integration, delivery, and deployment actually mean.

Anthropic shipped Claude Code routines on April 14, 2026: a research-preview feature that turns any prompt into a cloud-hosted agent triggered by schedule, HTTP POST, or GitHub event. Here is what it is, how to set one up, and where the daily caps actually bite.

AI underwriting, computer vision for property assessment, NLP lease review, and predictive maintenance are moving from pilot to production. Here's what's working and what's still overhyped.