Resources & Insights
Learn how enterprises and power users are building with CortexOS and CortexCloud.
HelixBio: Local RAG for 100+ Researchers
Discover how HelixBio scaled local vector search and context retrieval to their secure labs, cutting analysis queues by 70% with zero data leaks.
Up & Running with Local LLMs
An engineering walkthrough on connecting Ollama, vLLM clusters, and custom calendars. Learn best practices for local hardware orchestration.
CortexCon 2026: Self-Hosted AI
Join 1,000+ developers and enterprise security directors in SF or virtually for our annual summit covering local inference, agent routing, and privacy.
Why Local Inference Wins in Enterprise
An in-depth analysis of the economics of local GPU clusters versus public model APIs, highlighting long-term token cost dynamics and SLA guarantees.
Arcturus Defense: Secure Enclaves
See how Arcturus deployed a fully offline cluster of CortexOS agents to automate document processing in air-gapped high-security operations.
Ollama vs vLLM: Performance Benchmarks
We load-tested common model engines (Llama-3, DeepSeek) on standard server hardware to evaluate throughput, concurrency, and cold-start latencies.
Solstice Legal: Compliance Audits
Automating contract reviews using self-hosted agents, saving hundreds of attorney hours while maintaining strict data custody alignment.
Finetuning via RLHF On-Premises
Learn how to build local human-in-the-loop loops to train models using the CortexOS reinforcement learning dashboard without sending weights to cloud systems.
Workshop: Building Custom Skills
A hands-on coding session demonstrating how to write reusable tools and APIs in Python that your agents can execute dynamically at runtime.