Skip to main content

Content Generator API Roadmap — v1.1

The Content Generator API produces framework-grounded written content — posts, articles, book chapters — verified against a curated kernel store. Every output traces to a verified insight kernel, preventing fabrication.

Estimated availability: Q2 2027 (with engineering capacity).


What it will do

  • List available kernels (KRN-### structural and PAIN-### recognition types)
  • Generate content from a kernel + channel specification (async job)
  • Verify all output passes a BS-prevention gate before delivery
  • Support channels: LinkedIn short/medium/long, Substack, email, book chapter, and more

Kernel-first. Content cannot be generated without a verified kernel_id. This is a design invariant, not a configuration option — it's what guarantees the output is grounded rather than generic.


Planned endpoints

GET /v1/content/kernels — list available kernels
POST /v1/content/generate — generate content (async)
GET /v1/content/jobs/{id} — retrieve generation result
POST /v1/content/books — generate a full book (long-running async)
GET /v1/content/books/{id} — retrieve book generation result

The full spec is published in the API Reference.


Who this is for

Platforms that create MN-grounded content at scale — practitioner tools, coaching SaaS products, content marketing teams using the framework. If your use case involves generating framework-grounded written content (not just displaying scores), the Content Generator API is the right product.

Contact support if you have a use case that depends on this API.