Notes / Essays / Publications
Writing.
Ideas about AI, architecture, engineering, products and technology.
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AI Architect
Practical notes on designing, governing and operating modern enterprise AI systems.
The Privacy Risk Nobody's Talking About With AI | Tony Mamedbekov, Info Dump
Video · AI Privacy · YouTube
Every AI Workflow Belongs in the Cloud
AI Workflows · Cloud · LinkedIn
The Future of Enterprise Software Has No Interface
Enterprise Software · AI Agents · LinkedIn
AI Architect 107: MCP, APIs and Enterprise Integrations
MCP · Enterprise AI
AI Architect 106: AI Observability, Evaluation and Guardrails
AI Observability · AI Evaluation
AI Architect 105: Enterprise AI Security — Securing Agents, Models, and Enterprise Data
AI Security · Enterprise AI
AI Architect 104: AI Governance and Risk Management
AI Governance · Risk Management
AI Architect 103: Agentic AI and Multi-Agent Systems
Agentic AI · Multi-Agent Systems
AI Architect 102: RAG, GraphRAG, and Knowledge Systems
RAG · GraphRAG
AI Architect 101: Building Enterprise AI Systems That Actually Work
AI Architecture · Enterprise AI
The 2026 Enterprise AI Paradigm: The End of "Tokenmaxxing" and the Rise of Governed, Role-Specific SLMs
AI · Enterprise · LinkedIn
The Missing Layer in Enterprise AI Operating Models
AI · Enterprise · LinkedIn
Why AI in Oil & Gas Only Works When Reliability Leads
AI · Oil & Gas · LinkedIn
Why Most Enterprise AI Initiatives Fail - And What Leaders Must Know
AI · Enterprise · LinkedIn
How AI is Transforming Developer Workflows in 2023
AI · Developer Tools