Claude Code pays off when you build it tools instead of asking it for snippets. A CLAUDE.MD map, real WP-CLI commands, and a small plugin audit script turned a four-hour debugging session into a check that runs in seconds.
Notes from building a private GPU-as-a-Service platform on-prem: partitioning GPUs with MIG and time-slicing, keeping the cluster in sync with an idempotent reconciler, and working out the cost per million tokens before finance asks.
LLMs are non-deterministic, so three good prompts prove nothing. What to settle before you build an AI feature for WordPress or WooCommerce: the scenarios worth testing, KPIs that map to the business, and a log you can score later.
AI agents rarely tell you which parts of an answer came from your data and which came from the model’s memory. Here is how to score that split in bits, and how a loose tool schema leaves the agent guessing.
The SaaS moat is gone now that an agent can rebuild your product in an afternoon. Here is the case for a herd of small automated niche businesses over one unicorn, and the WordPress REST API and WP-CLI setup that makes running a dozen of them possible.
Dumping a relational database into a vector store gives you a slow, expensive system that has forgotten its own schema. This covers hybrid retrieval instead: ReAct tool routing, why FAISS post-filtering returns nothing, and a PHP dispatcher for WordPress.
Dashboards tell you a delivery was late. They do not say which team caused it. This post covers the MCP setup I use so Claude can read ERP, WMS and TMS timestamps and work out where the delay started.
A plugin showing a green arrow is not proof that a variant won. This post walks through a 2×2 chi-square test in PHP: expected counts, degrees of freedom, the 3.84 cutoff at p=0.05, and the four assumptions that break the result.
WordPress 7.0 Beta 1 puts real-time collaboration in core, adds a provider-agnostic WP AI Client on top of the Abilities API, and moves image resizing into the browser. Final release is set for April 9, 2026.
Telex can now take a Figma mockup or a napkin sketch as input, hand you a zip to refactor in VS Code, and accept it back for another AI pass. It also supports 7 languages and stopped breaking multi-byte output mid-stream.