WordPress.com updates bring the WordPress AI Assistant to all paid plans and introduce Studio Code, a terminal-based AI agent for local development. Learn how the new CLI tool validates block markup and how plan changes impact your workflow. Ahmad Wael breaks down these technical shifts for developers.
WooCommerce has moved its REST API documentation to a new home at developer.woocommerce.com. The move replaces the massive 4.2MB standalone page with fast, individual endpoint files and raw markdown support. Learn why this change is essential for modern developer workflows and better AI coding assistant integration.
AI Model Convergence is the phenomenon where scaling models independently discover the same representation of reality. From MIT’s research on the Platonic Representation Hypothesis to knowledge mechanisms in LLMs, we explore why vision and text models are merging into a unified ‘brain’ and what it means for modern development architecture.
Dumping PDFs into a vector store is why RAG systems hallucinate and cost too much. This covers curating the source data, chunking by meaning, quantizing vectors, mixing BM25 with vector search through RRF, and testing retrieval with DeepEval.
Claude Code gets more reliable when it can run its own output: unit tests through WP-CLI, parallel prompts compared against the goal, and Chrome screenshots over MCP for front-end work. Also why an agent looping with no check-in is worse than no loop.
AI coding tools copy whatever patterns already exist in a repo and know nothing about battery budgets or packet sizes. In IoT that combination turns into technical debt faster than a team can refactor it away.
Notes from moving a Connect Four agent off tabular Q-learning and onto a DQN: why correlated updates destabilize the network, how action masking handles full columns, where the GIL caps throughput, and why the agent learned attack before defense.
An LLM can retrieve the right document and still quote the wrong price. This is the detection and healing layer I built to catch that: five failure patterns, a faithfulness score, deterministic patches, and a SQLite drift monitor that caught a real bug in staging.
AI has absorbed the task-level work, and juniors who sell themselves as code writers are getting ghosted. After 14 years in WordPress development, here is what I look for instead: work you actually owned, and a repo that shows a human debugged it.
Ghost is an agent-first Postgres platform. Notes from using its MCP server and database forking to let AI agents test schema changes and index strategies without touching a shared staging database.