# Knowfold

> Knowfold builds hybrid AI for regulated workloads: people-first decision support, governed agentic workflows, and evidence-grounded systems.

## Site

- [Home](https://knowfold.com/): product overview and pillars
- [Discover](https://knowfold.com/discover): interactive visitor experience
- [Blog](https://knowfold.com/blog): essays (HTML); each post has a markdown alternate at /blogposts/{slug}.md
- [Sitemap](https://knowfold.com/blog/sitemap.xml): XML URL list including markdown sources
- [Privacy](https://knowfold.com/privacy)
- [Terms](https://knowfold.com/terms)

## Blog posts

- [Beyond Chunking: Disclosure Unit Segmentation](https://knowfold.com/blog/discourse-unit-segmentation-05252026) ([markdown](https://knowfold.com/blogposts/discourse-unit-segmentation-05252026.md))
- [Shadow AI - Eating the Enterprise](https://knowfold.com/blog/shadow-ai-03152026) ([markdown](https://knowfold.com/blogposts/shadow-ai-03152026.md))
- [Governing R&D Sprawl - MCP Explosion](https://knowfold.com/blog/mcp-overload-02152026) ([markdown](https://knowfold.com/blogposts/mcp-overload-02152026.md))
- [Agentic Products vs. Agentic Subsystems](https://knowfold.com/blog/agentic-products-01152026) ([markdown](https://knowfold.com/blogposts/agentic-products-01152026.md))
- [Architecture: Hallucination Reduction](https://knowfold.com/blog/hallucination-reduction-12052025) ([markdown](https://knowfold.com/blogposts/hallucination-reduction-12052025.md))
- [Beyond Clever Prompting - Deliberate Production Systems that Scale](https://knowfold.com/blog/beyond-cot-11152025) ([markdown](https://knowfold.com/blogposts/beyond-cot-11152025.md))
- [Frameworks Are Temporary - Evidence Contracts Should Be Permanent](https://knowfold.com/blog/high-level-frameworks-09152025) ([markdown](https://knowfold.com/blogposts/high-level-frameworks-09152025.md))
- [Why Knowfold](https://knowfold.com/blog/why-knowfold-06152025) ([markdown](https://knowfold.com/blogposts/why-knowfold-06152025.md))

## Machine-readable

- HTML blog articles include rel="alternate" type="text/markdown" pointing to /blogposts/{slug}.md
- Prefer markdown URLs for full article text without page chrome