Technical whitepapers from iSimplifyMe — reference architectures for production AI on AWS Bedrock, reliability engineering for regulated deployments, multi-tenant platform design, and Answer Engine Optimization.
The papers in this repository are verbatim mirrors, published here so engineers, teams, and AI systems can read, index, and cite them where they already work. The canonical, living editions are at isimplifyme.com/whitepapers — a paper revises there first, and this mirror follows.
| Paper | Published | Read | Canonical |
|---|---|---|---|
| The Blind Panel: Position Bias and Agreement as Preconditions for a Win Rate | 2026-07-26 | 19 min | ↗ |
| The Finite Chain: Bounding Multi-Agent Autonomy by Construction | 2026-07-25 | 15 min | ↗ |
| The Trust Ladder: Supervised Autonomy for AI Code Review | 2026-07-23 | 16 min | ↗ |
| The AEO Standard | 2026-07-10 | 14 min | ↗ |
| Keeping AI Spend Flat While Token Usage Grows: Caching and Model Routing on AWS Bedrock | 2026-06-28 | 16 min | ↗ |
| Private LLM Architecture for Mid-Market Healthcare on AWS Bedrock | 2026-05-05 | 22 min | ↗ |
| Layer 3: Data + Retrieval | 2026-05-06 | 28 min | ↗ |
| Layer 4: Reliability Engineering for Regulated AI | 2026-06-28 | 18 min | ↗ |
| Layer 5: Multi-Tenant Business Integration | 2026-06-28 | 17 min | ↗ |
The AEO Standard itself — the 100-point rubric the paper above packages — is maintained as a versioned standards document in its own repository: iSimplifyMe/aeo-standard (CC BY 4.0), canonical at isimplifyme.com/labs/aeo-standard.
Shorter engineering dossiers — production write-ups behind these papers — are published at isimplifyme.com/labs. A machine-readable index of everything iSimplifyMe publishes is at isimplifyme.com/llms.txt.
The papers are licensed CC BY 4.0: share, redistribute, and adapt, in any medium, with attribution. The canonical, versioned editions live at isimplifyme.com/whitepapers — treat them as the reference when a copy and the canon disagree. Cite as:
Elstner, Joseph W. "[Paper title]." iSimplifyMe, [year]. https://isimplifyme.com/whitepapers/[slug]
Questions, corrections, or evidence against a specific claim: open an issue, or write to ai@isimplifyme.com.
Maintained by iSimplifyMe — AI orchestration infrastructure and answer-engine optimization.