Draft
Context Engineering for Reliable Enterprise AI
How context quality, retrieval and provenance shape dependable enterprise AI.
Writing
Articles, conference work and a book.
Articles
Draft
From Context-Aware Ingestion to Governed Output
A technical approach to organizing sources and validating generated outputs.
Draft
Reliable AI Agents Need Boundaries
Tool constraints, evidence, evaluation and human escalation for enterprise agents.
Conference Work
Conference material
Context Engineering Is the New Prompt Engineering
Presented at ML Con Munich 2026 and scheduled for ML Con Berlin 2026.
Conference material
From Context to Action
An upcoming ML Con Berlin session on bounded tools and accountable agent action.
Conference material
Document Understanding at Scale
Noisy OCR, modular extraction, validation and human review.
Book
Publication in preparation
The Subconscious Architect
The Living Blueprint maps five layers beneath behavior and identity.