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Clarity

Scott Nixon

Bend, Oregon

I help teams design and deploy multi-agent "swarms" and automated factory pipelines for code generation and data processing. My focus is on system reliability—implementing back pressure mechanisms and automated verification sandboxes to ensure AI-generated outputs are stable and production-ready.

Whether you are building complex RAG applications or scaling agentic workflows with LangChain and Python, I provide the architectural oversight needed to bridge the gap between a prototype and a resilient system.

https://www.linkedin.com/in/citadelgrad/
https://citadelgrad.co/

$1.00/min

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Designing Scalable RAG Systems for Enterprise Document Retrieval

I help you solve the "hallucination" problem by building robust Retrieval-Augmented Generation (RAG) applications. We’ll discuss document chunking strategies, vector database selection, and Python-based implementation. My focus is on ensuring your AI provides grounded, accurate answers using your own proprietary data.

Accelerating Development With Claude Code, Cursor, Codex, De and AI-Native Tools

Stop coding like it’s 2023. I’ll show you how to leverage AI-native tools like Cursor and Claude Code to accelerate your development cycle. Whether you are a solo founder or leading a team, I provide tactical advice on using these tools to build production-grade systems in a fraction of the time.

Building Multi-Agent "Swarms" and Automated AI Factory Pipelines

Move beyond basic prompts. I provide architectural guidance on designing agentic orchestration—creating multi-agent systems (swarms) that handle complex, multi-step logic. I specialize in building "factory pipelines" for automated code generation and data processing, helping you transition from simple scripts to autonomous, scalable workflows.

Ensuring AI Reliability: Back Pressure, Sandboxes, and Security

AI is only useful if it’s reliable. Drawing on my background in cloud security and senior technical leadership, I advise on implementing "back pressure" mechanisms to prevent system failure and building automated verification sandboxes. We will ensure your AI-generated code is safe, verified, and ready for an industrial-grade environment.

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Member since August 2020