# deveffect.io > AI-optimized mirror of deveffect.io containing 32 pages totalling 6,859 words of clean markdown content, structured data, and semantic HTML. Original source: https://deveffect.io/. Last updated: 2026-06-12T13:43:24.788Z. Each page is available as HTML (with JSON-LD structured data) and Markdown (text-only, ideal for LLMs and RAG). ## Homepage - [Accelerating research, from prototype to production](/content/site-root.html): The Dev Effect is a team of research engineers that takes pride in amplifying researchers through a proven combination of strategic expertise and world-class tech. We’ve worked with early-stage biotechs and Fortune 500 pharmaceutical companies, established and scaled startups from single-digits up t, The Dev Effect is a team of research engineers that takes pride in amplifying researchers through a proven combination of strategic expertise and world-class tech. We’ve worked with early-stage biotechs and Fortune 500 pharmaceutical companies, established and scaled startups from single-digits up to billion-dollar acquisitions, and written software used by billions of people worldwide. (485 words) ## Articles & Blog Posts - [Research Engineering](/content/blog-1/category-research-engineering/index.html) (7 words) - [Blog — The Dev Effect](/content/blog-1/category-reliquery/index.html) (6 words) - [Research Engineering](/content/blog-1/category/research-20engineering/index.html) (7 words) - [sitemap-xml.html](/content/sitemap-xml.html) (1 words) - [Accelerating research, from prototype to production](/content/main/index.html): The Dev Effect is a team of research engineers that takes pride in amplifying researchers through a proven combination of strategic expertise and world-class tech. We’ve worked with early-stage biotechs and Fortune 500 pharmaceutical companies, established and scaled startups from single-digits up t, The Dev Effect is a team of research engineers that takes pride in amplifying researchers through a proven combination of strategic expertise and world-class tech. We’ve worked with early-stage biotechs and Fortune 500 pharmaceutical companies, established and scaled startups from single-digits up to billion-dollar acquisitions, and written software used by billions of people worldwide. (485 words) - [The Team](/content/blog-1/index.html) (1,317 words) - [The Team](/content/blog-1/hello-zig/index.html): We want to share with you our experience of introducing zig during a hackathon with zig neophytes and just share some of the joy we had the day of our hackathon. We are The Dev Effect , a research engineering (think engineering ML and science) consulting group. Our beloved team member, Ryan ,, (1,312 words) - [Privacy Policy](/content/privacy-policy/index.html): The Dev Effect respects our website visitors’ privacy. Learn more about our Privacy Policy at the Dev Effect, and how to contact us for more information., The Dev Effect respects our website visitors’ privacy. Learn more about our Privacy Policy at the Dev Effect, and how to contact us for more information. (1,447 words) - [The Dev Effect — The Dev Effect](/content/the-dev-effect/index.html) (5 words) - [Danielle Miyagishima](/content/danielle-miyagishima/index.html) (84 words) - [Reliquery](/content/blog-1/reliquery-cj247/index.html): Meet science’s artifact anti-format, Reliquery!, Meet science’s artifact anti-format, Reliquery! (405 words) - [Meet the Team](/content/meet-the-team/index.html) (97 words) - [Mikaela Grace](/content/mikaela-grace/index.html) (106 words) - [Aryan Bisht](/content/aryan-bisht/index.html) (112 words) - [Jacqueline Tapia](/content/jacqueline-tapia/index.html) (101 words) - [Steve Demers](/content/steve-demers/index.html) (226 words) - [J.Pat Cooley](/content/jpat-cooley/index.html) (89 words) - [Stephen Pollani](/content/stephen-pollani/index.html) (51 words) - [Alec Sheffield](/content/alec-sheffield/index.html) (116 words) - [Brett Jurman](/content/brett-jurman/index.html) (113 words) - [Michael Welsh](/content/michael-welsh/index.html) (86 words) - [AI — Blog — The Dev Effect](/content/blog-1/tag/ai/index.html) (6 words) - [Ryan Darge](/content/ryan-darge/index.html) (57 words) - [Projects](/content/projects/index.html) (40 words) - [Machine Learning](/content/blog-1/tag/machine-learning/index.html) (7 words) - [Research — Blog — The Dev Effect](/content/blog-1/tag/research/index.html) (6 words) - [Contact](/content/contact/index.html): Contact our team at The Dev Effect. Business partners J.Pat Cooley and Ryan Darge work together to create software and tools for digital nomads., Contact our team at The Dev Effect. Business partners J.Pat Cooley and Ryan Darge work together to create software and tools for digital nomads. (12 words) - [Reliquery — Blog — The Dev Effect](/content/blog-1/category/reliquery/index.html) (6 words) - [Software Engineering](/content/blog-1/tag/software-engineering/index.html) (7 words) - [Research Engineering](/content/blog-1/category/research-engineering/index.html) (7 words) - [Page Not Found — The Dev Effect](/content/404-page/index.html): Are you lost, traveler? Unfortunately, the page you were looking for cannot be found. Please return to our main page. (HTTP 404 Not Found), Are you lost, traveler? Unfortunately, the page you were looking for cannot be found. Please return to our main page. (HTTP 404 Not Found) (53 words) ## Resources - [Full Page Index](/index.html): Browse all cached pages with rich metadata - [About This Cache](/content/about.html): Methodology, technical details, and usage guidelines - [XML Sitemap](/sitemap.xml): Machine-readable sitemap for crawler discovery - [Robots.txt](/robots.txt): Crawler directives