Posts
All the articles I've posted.
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Build Journal (Tiered Search & Reasoning)
Designed a progressive constraint relaxation framework that ranks candidate authorizations using tiered heuristic search and prepares findings for LLM-assisted investigative guidance.
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Build Journal (Authorization Discovery Exploration)
Explored identity normalization, member crosswalks, and investigative search logic needed to build a reasoning-oriented Authorization Discovery Agent for unresolved claims.
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Build Journal (Deterministic Validation Design)
Refined the architecture to separate deterministic operational logic from LLM behavior while designing and validating the Date/Window Validation workflow for retro-auth and timing analysis.
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Build Journal (Project Foundation & First Agent)
Established the overall medical pharmacy modernization project structure, implemented the first deterministic Auth-to-Claim matching engine, and built the initial CrewAI-based Exception Explanation Agent.
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Civility
In Version Control, Dexter Palmer reflects on a fragmented digital society where personalized virtual realities have dissolved shared social norms and transformed public life into a chaotic, ruleless space.
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Cobalt
In Cobalt Red, Siddharth Kara contrasts the immense wealth tied to global finance and technology with the extreme poverty and exploitation endured by Congolese child laborers mining cobalt for modern supply chains.