IntelliOS Blogs
Ideas, architecture, and practical lessons from building the threat intelligence operating system.
1A practical look at agent orchestration history, core concepts, current IntelliOS examples, and future ideas for autonomous planning, content evolution, and agent quality management.
2A practical look at the history, concepts, and architecture behind API calls, tool calling, MCP servers, and external dependencies in AI applications.
3A practical guide to retrieval-augmented generation history, core RAG concepts, and how IntelliOS applies retrieval to grounded chat, report intelligence, citations, and agent workflows.
4A builder's look at what IntelliOS taught about LLM threat modeling, AI application risk, APIs, RAG, MCP server concepts, guardrails, and human-in-the-loop design.
5A practical look at how IntelliOS uses language models, retrieval, deterministic rules, evaluation harnesses, and different AI capabilities today - and where the platform is still evolving.
