Whitepapers
Deep Methodology Documents
Framework-focused guides that prove depth. Not marketing decoration. Real methodology for those who want to understand before they commit.
January 17, 2026 • Coby Pachmayr
CEDAR: Context Engineering for Development Automation Reliability
The pipeline of agents started as 'atomic context engineering' — the idea that smaller, more focused contexts produce more reliable AI outputs. This whitepaper explores the journey from human ideas to delivered code through our CEDAR framework.
March 1, 2025 • Coby Pachmayr
The Importance of Automated AI Testing and Tuning
In today’s competitive marketplace, AI capabilities are increasingly a deciding factor for businesses seeking to differentiate themselves. Yet, deploying AI—especially advanced “autonomous agents” that can make decisions using various tools—carries significant risks if left untested or under-tuned. This document outlines why automated testing and tuning of AI agents is crucial, the potential pitfalls of neglecting it, and how a systematic “AI Tuning Platform” provides the assurance needed for reliable performance.
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