AI strategist · Technical leader

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THE TECHNICAL RECORD

Insights & Essays.

Architectural post-mortems, Generative AI implementation guides, and the reality of technical sovereignty in 2026.

Generative AI & LLMs

Surviving 'Shadow AI': Architecting Enterprise Governance in 2026

Strategic Roadmap 1. The Invisible Threat: How Shadow AI Disrupts the 2026 Perimeter 2. What is Shadow AI? (Discovery & Lifecycle) 3.

Generative AI & LLMs

The Rise of Small Language Models (SLMs): Architecting Cost-Effective Edge AI Sovereignty in 2026

Strategic Roadmap 1. The Great Recalibration: Why 2026 Belongs to SLMs 2. What are Small Language Models (SLMs)? 3.

Architecture

The Death of Legacy Microservices: Migrating to Serverless Edge Monoliths in 2026

1. The Microservices Tax: Why Fragmented Systems are Dying In 2024, the "Microservices Tax" was an annoyance. In 2026, it is an existential threat.

Engineering

Advanced PGVector Data Modeling: Scaling Million-Row RAGEvolution in PostgreSQL

1. The Scale Problem: Why Naive PGVector Fails at 1M Rows At 10,000 rows, PGVector feels like magic. At 1,000,000 rows, the magic disappears.

Engineering

The 'Clean Code' of 2026: Architecting Deterministic AI Workflows

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Leadership

Engineering Leadership vs. Management: The 2026 Sovereign Evolution

1. The 2026 Pivot: From Synchronous to Asynchronous Leadership In 2024, leadership was synchronous.

Leadership

Engineering Management v2.0: Leading 'Human-Agent' Hybrid Teams in 2026

1. The Management Pivot: From Oversight to Orchestration In 2024, if a developer was slow, a manager looked at their GitHub commits.

Agentic AI

Multi-Agent Orchestration (MAO): Moving Beyond Single-Prompt Autonomy in 2026

1. The Fragmentation Crisis: Why Single Agents Failed To understand MAO, we must first understand why the "Mega-Agent" model failed.

System Architecture

Python's Evolution: Orchestrating Billion-Parameter AI Workflows in 2026

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