AI Leader · Solution Architect · TPM

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THE TECHNICAL RECORD

Insights & Essays.

Field notes for CTOs and principal engineers: what shipped, what failed, and how to staff the next AI program. Depth first — no vendor recap.

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Latest Articles

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Engineering Leadership

Predictive Project Management: Re-Engineering PMOs with Real-Time Risk Analytics in 2026

Master predictive project management. Re-engineer PMOs with real-time risk analytics, Monte Carlo timeline modeling, and automated Git/Jira telemetry.

AI & ML Engineering

AI Coding Cost Optimization: Token Budgets and Tool Selection Across Cursor, Claude Code, Kiro, and Copilot in 2026

Master AI coding cost optimization. Learn token budgeting, context hygiene, multi-model routing, and tool selection across Cursor, Claude Code, Kiro, and Copilot.

Cloud Economics

The CFO OS: Restructuring Corporate Close, Audit, and Cash Reconciliation Loops

How to transition from periodic manual close and audit loops to an autonomous corporate finance architecture with continuous cash reconciliation.

blog

Designing AI Portfolio Management Engines: Algorithmic Capital Allocation Strategy for Enterprise Engineering

How to design and build an automated project portfolio evaluation engine that balances engineering bandwidth, strategic ROI, and FinOps metrics for.

AI Tools & Infrastructure

The AI Gateway Pattern: Multi-Model Routing with LiteLLM, Portkey, and Vercel

Tired of direct API integrations failing?

Cloud / FinOps

Multi-Cloud AI FinOps 2026: Unit Economics Across AWS, Azure, and Google Cloud

A practitioner's breakdown of AI spend anatomy, normalized $/1M agent step costs, tagging and chargeback patterns, and model-mix routing as a FinOps.

blog

The Intelligent Monolith — Why Microservices Are Taxing Your AI Inference Budget (Node v26 Edition)

External Standards & Publications

Our engineering publications follow industry standards for software architecture and agentic AI systems. Read more about technical specifications at the IEEE Standards Association and general web engineering principles at the World Wide Web Consortium (W3C).