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Tag: Backend

AI, AI in WordPress, Core Updates, Development

WordPress 7.0 AI infrastructure and the end of glue code

WordPress 7.0 ships three pieces of AI plumbing: the Abilities API for registering what a site can do, the AI Client for provider-agnostic model calls, and the MCP Adapter that exposes both to assistants like Claude.

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AI

Catching translation hallucinations with attention misalignment

Output entropy tells you a translation model is unsure but not why. This walks through bidirectional cross-attention, the misalignment features it exposes, and a small QE head that scores tokens without retraining the NMT model.

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AI, Development

Running quantum simulations with Python and Qiskit-Aer

A walkthrough of quantum simulation in Python: a one-qubit circuit, the Hadamard gate, measurement into a classical bit, and a depolarizing noise model that makes the clean 50/50 split look more like real hardware.

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AI, Development

Document extraction system: 4,700 PDFs in 45 minutes

Reading revision numbers off 4,700 engineering drawings by hand was going to cost 160 person-hours. PyMuPDF handled every file with a text layer, GPT-4 Vision took the 1990s scans, and the batch finished in 45 minutes at 96% accuracy.

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AI, AI in WordPress, Development

Build an MVP with Claude Code without the tech debt

Claude Code will scaffold a WordPress plugin faster than you can spec one, which is the problem. The workflow I use: a CLAUDE.md spec first, the terminal agent second, and a manual review of everything before it ships.

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AI, Development

Open source MMM: marketing mix modeling you can audit

Proprietary MMM platforms hand you a number and hide the math behind it. This is the stack I use instead: Google Meridian for the Bayesian side, a local Mistral 7B to turn coefficients into something a marketing manager can act on.

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AI, Development

Behavioral biometrics analysis: why MFA alone stops working

A RAT sitting on the victim’s own phone gets a clean IP, a real device fingerprint, and a valid MFA code. What it cannot fake is how the owner scrolls, and that is the signal behavioral biometrics reads.

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AI, AI in WordPress, Development

Embedding models: how AI search actually finds a match

Embedding models turn text into coordinates, and that is what vector search is really matching on. This covers tokenization, chunking, cosine similarity and fine-tuning a model so it fits your own catalog rather than the general web.

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Core Updates, Development

Where to find the WooCommerce team at WordCamp Asia 2026

WooCommerce is at WordCamp Asia 2026 in Mumbai, with a community meetup that needs an RSVP and a booth in the Automattic area. The Developer Advocates are not attending this time, so here is how to get technical questions to them anyway.

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Development

Why I skipped the 8GB MacBook Neo for dev work

The $599 MacBook Neo pairs a fast A18 Pro chip with 8GB of soldered memory. I go through where that 8GB runs out during local development and data work, and the few people I would still recommend it to.

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