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Tag: Backend

Bug Fixing, Core Updates

WooCommerce 10.6.2 matches attributes by name, not by slug

WooCommerce 10.6.2 stops matching variable product attributes through a transformed slug and compares names directly, which unbreaks selection when attributes carry special characters. It also cleans up the admin ahead of WordPress 7.0.

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AI, Development

Quantum computing for data science: why I stopped ignoring it

The generative AI boom is hiding a compute bottleneck. Notes on Sara A. Metwalli’s argument for quantum computing in data science, the problems QAOA handles differently, and what an offloaded optimization call could look like from a PHP hook.

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Core Updates, Development

Like-for-like PY store analysis: fixing the status mismatch

A store that closes for a refresh breaks like-for-like PY reporting: the current year says Comparable and the previous year does not. Here is the SQL cursor that builds a separate PY status key, and the DAX measure that reads it.

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AI, Development

PyTorch model drift: patching the model while it serves traffic

Drift usually means a scramble for labels and a multi-hour retraining job. This is the other route: a trainable ReflexiveLayer over a frozen backbone, label-free drift triggers, and async weight updates that never block inference. It recovered 27.8 points of accuracy and cost recall.

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Bug Fixing, Development

WordPress.com for Agencies: quit running your own servers

Agencies keep running their own servers to protect margins, then spend their best hours keeping those servers alive. Ajit Bohra moved 80% of LUBUS projects onto WordPress.com for Agencies instead. Here is the workflow and what it takes off your plate.

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Development, Front-end

Form automation: what happens after the 200 OK

A contact form can be technically perfect and still lose the lead if the submission just lands in an inbox. Normalizing data in the browser, guarding against double submits, and structuring the webhook payload so a CRM can read it.

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AI, Development

AI implementation strategy for 2026: fix the process first

Buying every tool with an AI suffix is not a strategy. Splitting autonomous from augmented productivity, why a broken human process makes an agent hallucinate, and where the return on a 2026 AI budget actually sits.

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Core Updates, Development

WP Packages: a faster Composer repo for WordPress

WP Packages is a community-funded replacement for WPackagist from the Roots team. It speaks the Composer v2 metadata protocol, so a ten-plugin resolve takes 0.7 seconds instead of 12.3. Here is what changed and how to move your composer.json over.

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Development

Quantum computing with Python: qubits, gates and Qiskit

Quantum computing with Python has moved from research papers to something you can simulate on a laptop. Bits versus qubits, what superposition and entanglement actually do, and a first circuit in IBM’s Qiskit.

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AI, Development

Building a PyTorch DDP training pipeline that scales

Wrapping a model in DDP is the easy part. The rest of the pipeline is where distributed runs go wrong: process group setup, calling set_epoch on the sampler every epoch, and keeping checkpoint writes on rank 0.

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