MCP lets an AI pull data out of Google Drive, read old repos and load BigQuery instead of just suggesting Python. Includes the 150GB log file one unattended loop produced, and why domain knowledge still decides the answer.
Contributor Day in Mumbai on April 9 overlaps with the WordPress 7.0 release, so the usual morning of setup troubleshooting is not an option. Here is what I get working before the flight, and where an experienced dev is most useful on the day.
NetCDF climate data is not a REST API. Here is how I process CMIP6 and ERA5 tensors with Python and Xarray, set local heat thresholds, and end up with numbers a city planner can actually use.
WordPress site search punishes users for not guessing your exact wording. Here is how I fix it: a synonym map through the posts_search filter, a controlled vocabulary for metadata, and a four-step audit of zero-result queries.
A security report built on 127 million data points, and what it took: raw SQL instead of WP_Query, a resumable WP-CLI batch script, and segmentation that finally gave the numbers some contrast.
Waiting on a full JSON payload from an LLM leaves users on a spinner for 15 seconds. Streaming with server-sent events, the ReadableStream code that consumes it, and when validation means you should not stream at all.
AI writes the query now and I check it. That includes the time an elegant LLM-generated join pushed a production database to 98% CPU, plus the utility I use to export sanitized WooCommerce data for analysis.
The Bits-over-Random Metric compares your retrieval against random chance, which is how you catch the context pollution a high Success@K hides. Notes on staged tool routing and where the collapse regime starts.
WordPress 7.0 slipped a few weeks so the collaboration layer can sit on a custom table instead of transients. What that means for polling load, cache invalidation, and any plugin still using classic metaboxes.
Native @mixin is under discussion, an SVG favicon can follow the user’s color scheme on its own, and object-view-box has been cropping images in Chrome since 2022. Notes on what each one replaces.