Blog 385 posts

Notes from the trenches on AI engineering, LLM apps, and the full-stack work that holds it all together.

Qwen3.8-Max is a 2.4T MoE that codes for 16 days straight
4 min read

Qwen3.8-Max is a 2.4T MoE that codes…

Alibaba's Qwen3.8-Max packs 95B active parameters into a 2.4T MoE stack, ranks ahead of Claude Fable 5 on WebDev Arena, and prices at $2/$6 per million tokens. Weights hit Hugging Face next week.

WhatsApp Business App vs API: what local operators should automate first
6 min read

WhatsApp Business App vs API: what local…

A practical guide for shops, clinics, and service businesses that live on WhatsApp. Business App vs API, qualify-and-book bots, CRM sync with GHL or HubSpot, reminders, and the compliance basics that keep your number alive.

AI screened 500 million enzyme variants to reverse a mark of aging in human skin
6 min read

AI screened 500 million enzyme variants to…

Researchers used AlphaFold and directed evolution to build CMLase, an enzyme that stripped aging damage from 75-year-old skin tissue down to levels seen in 31-year-old samples. Proof of concept, not a cream yet, but a real applied-AI win in protein engineering.

frame.md teaches AI agents to shoot branded video, not web pages
5 min read

frame.md teaches AI agents to shoot branded…

HeyGen's HyperFrames plus frame.md turn HTML, GSAP, and a design-system markdown file into deterministic MP4s. Here's the agent workflow I'd actually use for launch clips.