Hosting is a technical decision, not a marketing one. What to check before you buy: PHP 8.3 or newer, Redis object caching, WP-CLI access and guaranteed CPU instead of burstable, plus why a $5 server can cost $500 the first time MySQL dies.
WordPress 7.0 drops PHP 7.2 and 7.3 in April 2026 and makes 7.4 the minimum. What that means for older sites, why the project is doing it, and why 8.x is the version you actually want.
High AUROC on MVTecAD does not mean a model survives a production line. Notes on input resolution, center cropping, background masking, and where early stopping usually goes wrong.
An LLM hands you one confident answer and hides the trade-offs. Probabilistic multi-variant reasoning asks it for several options plus the ways each one fails, and leaves the decision with you.
Two years of daily use, boiled down: AI in UX is good at sorting research transcripts, flagging the obvious usability problems and drafting copy from client bullets. The judgment stays with you.
Small chunks lose context, medium chunks produce near identical similarity scores, large chunks are stable but noisy. How RAG chunk size affects retrieval, plus a PHP splitter that respects word boundaries.
A Blueprint turns a bare Playground instance into a real theme demo. Here is the WXR export, the GitHub media swap and the blueprint.json steps that get you there.
A new year is a decent excuse to refactor your desktop. Three picks from the January 2026 wallpaper collection, plus the CSS I use when an image like that becomes a hero background.
Part 2 of the vibe proving series: how an RL loop built around a hard proof checker teaches a model to follow logic rules, and where it still falls over on nested proofs.
Running NLP locally with Hugging Face Transformers instead of paying per API call: the pipeline API, zero-shot tagging, chunking text past a 512 token limit, and where to host the model.