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Category: Development

AI, Development

Why multi-agent AI systems fail, and three patterns that work

Chaining agents multiplies errors instead of dividing work: DeepMind measured up to 17.2x amplification. Here is the math behind that, the three topologies that hold up in production, and the checklist I run before shipping an agentic system.

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Development, Front-end

Replacing Moment.js with the native JS Temporal API

Moment.js is in maintenance mode and still costs you bundle size. The JS Temporal API is native, immutable and Stage 4, so this walks through creating dates, arithmetic, Intl formatting and a time zone refactor in a WooCommerce extension.

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Core Updates, Development

WordPress Studio Xdebug and the new debug log toggle

WordPress Studio added Xdebug support and a dedicated debug log toggle. Here is how I turn both on, the one-site-at-a-time catch, and the port your IDE has to listen on.

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Development

PythoC: compiling Python down to native binaries

PythoC compiles a subset of Python into standalone native binaries through LLVM. My notes on the 40x Fibonacci run, the print() that produces nothing, and the cases where a native compiler is the wrong tool.

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Core Updates, Development

Width and height land in WordPress 7.0 block supports

WordPress 7.0 moves width and height into block supports and adds dimensionSizes presets to theme.json. What goes in block.json, and which custom inspector controls you can finally delete.

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AI, Development

Building synthetic training data when none exists

Real test data is usually missing right when you need it. How I generate varied synthetic WooCommerce orders with an LLM, and the two ways it goes wrong: context rot, and only ever prompting for the happy path.

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AI, Development

Why your RAG pipeline still misses exact keywords

Pure semantic search stops finding part numbers and SKUs. Why I pair embeddings with a BM25 keyword index, what the k1 and b parameters change, and how rank fusion merges the two result sets.

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Core Updates, Development, Gutenberg

Real-time collaboration: why your meta boxes break it

WordPress 7.0 syncs the block editor through Yjs, and one classic meta box switches the whole thing off. Migrating meta to the REST API, swapping HTTP polling for WebSockets, and the block side effects that fire for every editor in the session.

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AI, Core Updates, Development

AI Experiments 0.5.0 now needs WordPress 7.0

AI Experiments 0.5.0 requires WordPress 7.0, drops its bundled AI client for the one in core, and moves API keys to the Connectors screen. What that means if you are still on 6.9.

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AI, AI in WordPress, Development

Why your data stack is not ready for AI agents

Dashboards are no longer the main consumer of your data. Here is what I would change in a data stack to make it readable by agents: fewer tools, open table formats, a real semantic layer, and feedback loops that act without waiting for a human.

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