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Category: AI

AI, Development

YOLOv2 architecture: the fixes that made YOLO usable

A look at what the YOLOv2 paper actually changed from v1: batch normalization, high-resolution fine-tuning, K-means anchor boxes and the passthrough layer, with PyTorch code for the Darknet-19 blocks.

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AI, AI in WordPress, Bug Fixing, Development

Agentic coding: how I debug WordPress sites now

A three-step way to point an agent at a broken WordPress site: let it read debug.log, make it write a hook-level plan before it edits anything, then iterate on what it ships.

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AI, Development

Run Claude Code for free with Ollama and a local model

Ollama 0.14 speaks the Anthropic Messages API, so Claude Code can run against a local model instead of a $200 plan. Here is the setup, the three environment variables it needs, and the git init step that trips people up.

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AI, AI in WordPress, Core Updates, Development

The WordPress AI Client heading into core 7.0

Notes from the February 4 contributor meeting on the WordPress AI Client merge into 7.0: why OpenAI, Google and Anthropic are moving out to separate plugins, why the off switch is a constant rather than a filter, and what MCP adapters mean for the Abilities API.

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AI, Core Updates, Development

WordPress 7.0 AI integration: the road to Beta 1

Notes on the WordPress 7.0 AI integration roadmap: the WP AI Client merge proposal, the GatherPress demo built on the Abilities API, how the native client compares to the MCP adapter, and what has to land before the February 19 Beta 1 deadline.

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AI, AI in WordPress, Development

What the WordPress.com Claude Connector actually does

WordPress.com now has an official Claude Connector built on MCP and OAuth 2.1. It gives Claude read-only access to site data like traffic, comments and content, with no custom REST bridge to maintain. Here is what it can do, how to switch it on, and where it stops.

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AI, AI in WordPress, Development

SageMaker vs Azure ML: how each handles training compute

Part 2 of the SageMaker vs Azure ML series, this time on compute. Azure keeps clusters as persistent workspace assets while SageMaker spins them up per job and tears them down after, plus spot instances, checkpointing and container control.

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AI, AI in WordPress, Development

Syncing frontend and backend code in one repo

Separate repos for the React frontend and the WordPress backend are why payloads drift out of sync. Notes on moving to a monorepo with Roots Bedrock, keeping an AGENTS.md map of endpoints for coding agents, and the stale REST cache that broke a checkout.

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AI, Development

Why I let my agentic architecture write its own tools

Pre-built agent toolboxes break the moment a client asks something you did not plan for. Here is the plan-code-execute setup I use instead, where the agent writes its own Python, plus the hallucinated CSV that taught me why the analyst step is mandatory.

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AI, AI in WordPress, Core Updates

WordPress AI micro-credential: 80 students, $1,000 stipend

The WordPress Foundation, UIC and Automattic are running a paid micro-credential pilot called AI Leaders: 80 students in Illinois and Louisiana, a $1,000 stipend, and real WordPress AI work instead of prompt-writing exercises. Here is what that changes for hiring.

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