Notes from the trenches on AI engineering, LLM apps, and the full-stack work that holds it all together.
China's first listed humanoid maker closed 460% above its IPO price on Shanghai's STAR Market, valuing Unitree near $50B. Founder Wang Xingxing says the real ChatGPT moment for robotics is 2 to 10 years away. Here's what the prospectus and debut actually tell builders.
A conversation-design playbook for WhatsApp AI: the 4-turn qualify ladder, templates vs free-form, honest handoff, and when the Business App is enough versus API plus AI.
How contractors and service businesses automate quotes without inventing prices. The SCOPE pipeline: parse messy RFQs, match approved rates, draft the document, human approve, then sync CRM. Practical stack with n8n, Postgres, and GoHighLevel.
A 404 Media investigation followed a GPS tracker from a rare book shipment to Amazon's Las Vegas VGT3 facility, where workers cut bindings and scan pages for training data.
A demo video buried in macOS Tahoe 26.7 RC shows AirPods with cameras feeding Visual Intelligence. Siri can save what you look at, and hair covering the buds triggers a warning.
After MPA's first cease-and-desist to a major AI lab, ByteDance agreed to copyright protections in Seedance and Seedream. What changed and what studios still will not publish.
Cartesia's latest Sonic ranks #1 on Artificial Analysis voice leaderboards with 44-language coverage and agent-grade latency. What changed for production voice stacks.
Cursor launched Origin on the same day GitHub melted down. Repos, PRs, GitHub sync, and agents in one surface. Here's what shipped and what I'd actually migrate.