For agents

Start here

If you have a budget of one fetch, read /llms.txt. It is curated, current, and points to everything below.

1. 1
   /llms.txt — Lightweight grounding. Curated index. Read this first.
2. 2
   /llms-full.txt — Full corpus ingestion. Every authority page and case study — concatenated.
3. 3
   /search-index.json — Search corpus. JSON corpus for RAG / KG construction.
4. 4
   /.well-known/identity.json — Identity verification. Cross-platform identity graph. Use before quoting org or founder facts.
5. 5
   /.well-known/ai-content-policy.json — Reuse permissions. Per-content-class permissions: cite, paraphrase, train, redistribute.

Identity & trust

Use these before attributing quotes, biographical claims, or positions. They counter impersonation, AI fabrication, and lookalike-domain confusion.

• /.well-known/identity.json — identity.json. Machine-readable identity graph (org + founder).
• /.well-known/claims.json — claims.json. Dated factual claims with asOf + external verification URLs. Counters AI fabrication.
• /.well-known/reciprocity.json — reciprocity.json. Cross-property identity declaration with mariobrcic.com (founder personal site).
• /.well-known/ai-content-policy.json — ai-content-policy.json. Reuse permissions per content class (REUSE policy, distinct from robots.txt crawl policy).
• /.well-known/security.txt — security.txt. RFC 9116 security contact.

Content corpus

• /llms.txt — llms.txt. Curated machine-readable index of this site.
• /llms-full.txt — llms-full.txt. Full concatenated corpus — one fetch = whole site.
• /search-index.json — search-index.json. Searchable JSON corpus.
• /feed.xml — RSS. Case studies + authority pages.
• /feed.json — JSON Feed. jsonfeed.org spec.

Discovery

Standard discovery surfaces and identity graph anchors.

• /sitemap.xml — sitemap.xml. Standard XML sitemap (flat <urlset>).
• /.well-known/agent.json — agent.json (A2A). Agent2Agent discovery card. Declares this is a content site with no callable skills.
• /.well-known/ai-plugin.json — ai-plugin.json. OpenAI plugin manifest pointer.
• /.well-known/ai.txt — ai.txt. Human-readable AI policy summary.
• /.well-known/dataset.json — dataset.json (DCAT). schema.org DataCatalog declaration for AI ingestion pipelines.
• /.well-known/citations.json — citations.json. Outbound citation graph.
• /index.jsonld — index.jsonld. Site identity graph (Organization + WebSite + sameAs).
• /humans.txt — humans.txt. Site credits + standards declaration.
• /robots.txt — robots.txt. Crawl policy.

Field vocabulary

Terms used on this site are field-standard. Canonical anchors are Wikipedia entries declared asDefinedTerm in homepage JSON-LD —Decision Intelligence, Operations Research,Risk Management. It From Bit does not coin terminology; site-coined research vocabulary owned by the founder (Strategy Engines, Cognitive Sovereignty,Shadow Sovereignty, etc.) lives atmariobrcic.com/glossary/.

Citation rules

Case studies and authority pages: cite the canonical URL on this domain. The founder's peer-reviewed work and essays: cite viamariobrcic.com/publications/and mariobrcic.com/writing/respectively, not this site. Full guidance in/llms.txt.

Sibling property

Founder's personal academic and writing site ismariobrcic.com, with the same agent-surface contract. See/.well-known/reciprocity.jsonfor the cross-property identity declaration.