Builder Search by Output Format, 50+ Builders

October 23, 2025

This release delivers two significant updates. First, the builder system has been expanded and reorganized with 50+ builders across 12 categories, and search now covers output format names so you can find builders by what they produce (e.g., searching “contract” finds legal builders, “authentication” finds API builders).

New Features

• Search builders by output format — The builder search now indexes output format names alongside builder names, descriptions, categories, specialties, and tags. This means you can search for the kind of output you need — “brief,” “contract,” “analysis,” “authentication” — and find builders that produce that type of deliverable, even if the builder’s name doesn’t contain your search term.
• 50+ builders across 12 categories — The builder library has been expanded with new builders and reorganized into 12 meaningful categories:
  • Analysis & Research — Analysis, comparative, and research builders
  • Business & Strategy — Business and planning builders
  • Compliance & Governance — Audit, ethics, and regulatory builders
  • Learning & Teaching — Student learning, teaching, and training builders
  • Marketing & SEO — Ad copywriting, ecommerce, email marketing, landing page, product description, SEO, and social media builders
  • Prompt Engineering — Individual persona, meta-prompt, and team persona builders
  • Specialized Industries — Financial, healthcare, legal, and technical builders
  • Technical & Code — API, data, platform, and tool-chain builders
  • Thinking & Reasoning — Few-shot, reasoning, and simulation builders
  • Visual & Media — Design prompt, image generation, song creation, video generation, and video script builders
  • Workflows & Automation — Collaborative, conditional, sequence, and task builders
  • Writing & Content — Blog post, book writing, content writing, copywriting, creative, and headline builders

Improvements

• Corrected builder stats — The total builder count in the stats dashboard now accurately reflects the full builder library, including newly added builders.
• Improved builder loading and caching — The system that loads builder definitions has been enhanced with better caching and more robust error handling, so the builder browsing page loads faster and recovers gracefully if a builder definition has issues.

Infrastructure

• Production deployment preparation — Over 700 development-only files have been removed from the deployment pipeline, including design documents, test scripts, diagnostic queries, archived schemas, and development tools. The deployment is now 70% smaller and builds complete in 2–5 minutes instead of 30+. All development files are preserved locally — they’re just excluded from what gets deployed.
• Deployment configuration — A production deployment configuration has been added with memory optimization settings, along with an environment variable template and a comprehensive deployment checklist. This standardizes how the platform is deployed and makes the setup process reproducible.