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Category: Development

AI, Development

AI coding agents and the code smells they leave behind

Notes from cleaning up after AI coding agents: the code compiles fine and still rots. Divergent change and speculative generality are the two smells I keep finding, with a refactored ML pipeline showing the fix.

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AI, Development

OpenClaw as a personal AI assistant, isolated in Docker

OpenClaw keeps Claude Code running as a long-lived agent instead of a chat window. My setup puts it in a Docker container, links a Claude Code token, and uses explicit skills for jobs like GitHub PR reviews and email triage.

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AI in WordPress, Core Updates, Development

WordPress 7.0 and the AI client merge waiting on Beta 1

Core has to decide whether the WP AI Client merges into WordPress 7.0 before Beta 1 on February 19, 2026. My read on the Abilities API friction in ticket #64596 and what a provider-agnostic client changes in plugin code.

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AI, AI in WordPress, Development

PyTorch distributed operations: where multi-GPU training stalls

Notes on PyTorch distributed operations: what NCCL is doing under the hood, why synchronous and asynchronous do not mean what you would guess, and how a missing wait call hangs a rank forever.

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AI, Development

Data scientist onboarding: what the first 90 days need

Data scientist onboarding takes more than Snowflake keys. What the first 90 days should cover: context from the people around you, a working environment by day 5, and a starter project that earns trust.

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Design, Development, Front-end

Responsive pyramidal grid with modern CSS layout logic

A pyramidal hexagon grid used to need JavaScript and negative margins. Modern CSS does it with grid auto-placement, sibling-index() and some triangular-number math, plus a fallback for narrow screens.

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Bug Fixing, Development, E-commerce Development

WooCommerce testing tools and the March core team office hours

WooCommerce core devs Greg Bell and Lance Willet are running an open office hours session on testing on March 4, 2026. What to test before you ship, and what to ask them on Slack.

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AI, Development

What the ML engineer role looks like past the AI hype

Stephanie Kirmer, a staff ML engineer, on why the job leans on sociology as much as modeling, how code assistants took over the boilerplate, and why $200 billion of AI investment looks out of proportion to what the tech does today.

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Development

Modern CSS patterns for breakpoints and iframe performance

Notes on breakpoints that fire too early, loading iframes with the details element instead of a JS library, and the Chrome 145 CSS additions worth knowing about.

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Development

Tmux terminal multiplexer basics for agentic workflows

Tmux keeps your sessions alive when the connection drops. Sessions, windows and panes, the prefix shortcuts worth memorizing, a starter .tmux.conf, and why agents like Claude Code run on top of it.

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