# developer-ai.txt for MakeWPFast
# Last updated: 23 April 2026

[overview]
MakeWPFast publishes performance benchmark data for WordPress plugins and themes. The site is built on WordPress with a custom programmatic SEO engine that generates individual review pages from a benchmark database. All benchmark runs are executed in isolated Docker containers to ensure reproducibility.

[public-api]
status: not-available
notes: There is no public API for benchmark data at this time. All benchmark results are published as human-readable review pages accessible via HTTPS. A REST endpoint exists for internal search indexing at /wp-json/mwf-pseo/v1/search-index but is not guaranteed stable.

[public-areas]
- https://makewpfast.com/plugins/ — plugin benchmark reviews
- https://makewpfast.com/themes/ — theme benchmark reviews
- https://makewpfast.com/compare/ — head-to-head comparisons
- https://makewpfast.com/errors/ — WordPress error guides
- https://makewpfast.com/benchmark-methodology/ — testing methodology
- https://makewpfast.com/blog/ — performance research and analysis
- https://makewpfast.com/sitemap_index.xml — XML sitemap index

[technology-stack]
- WordPress 6.9.1
- PHP 8.4 FPM
- nginx with microcache
- MariaDB
- Cloudflare CDN
- Custom programmatic SEO engine (4 mu-plugins)
- Benchmark pipeline: Python, Docker, isolated WP containers

[documentation]
- Methodology: https://makewpfast.com/benchmark-methodology/
- About: https://makewpfast.com/about/

[data-format]
Each plugin review includes:
- Speed score (A, A-, B+, B, B-, C+, C, C-, D+, D, D-, F)
- TTFB in milliseconds (homepage and admin dashboard)
- Memory usage in megabytes
- Database query count
- Active installs (from WordPress.org)
- Category classification
- Last measurement timestamp

[technical-contact]
email: contact@makewpfast.com

[metadata]
version: 1.0
related_files: /llms.txt, /ai.txt, /ai.json