Barbara Kingsley is 77 and has 100,000 TikTok followers, but her brand lives on her own domain. Why creators past five figures of followers need an owned WordPress hub, and a small referral handler for the traffic social sends over.
Autonomous agents fail in ways that are expensive to clean up. This is how LangGraph interrupts and checkpointers let a person approve a step mid-run, plus the idempotency mistake that made my content agent publish something I never signed off on.
Gutenberg 22.8 adds collaborator selection highlighting and presence fixes to real-time collaboration, opens the Connectors registry API, and lets you style button hover and focus states in Global Styles. AVIF uploads and an admin bar Command Palette trigger come along too.
Pandas rarely raises an exception. It guesses, and the numbers come out wrong. Four gotchas that break a pipeline quietly: type inference on import, index alignment, copy versus view, and merges that duplicate rows.
WordPress 7.0 RC1 is out and the April 9 date is still holding. The AI work worth watching sits in the AI Experiments plugin: C2PA provenance, content classification, and the MCP adapter that lets models discover what a site can do.
ELT gave analysts more power and took away the discipline that kept SQL logic sane. What a real transformation layer needs: modular models, version control, tests, and lineage you can read before you drop a table.
A no-show model with a 0.9 AUC turned out to be reading a timestamp the database only wrote after the event. Same bug shows up in a WooCommerce hook, and the fix is building features from the data as it stood at prediction time.
Core now ships a provider-agnostic PHP API for AI work. The SDK and wrapper split, the fluent builder for text and image generation, feature detection before you draw any UI, and why bundling php-ai-client yourself now fatals.
Gutenberg 22.7 puts editorial rules in the database instead of a forgotten PDF. A look at the wp_content_guideline post type, the REST endpoints, and what a persistent rule set gives an AI assistant.
Claude Code forgets everything when the session ends. The setup I use: a post-mortem command that writes to CLAUDE.md, skill files for the quirks of the stack, and a daily pass over the logs.