From the bench. Not the marketing team.

Practitioner writing by engineers and PMs who have shipped, not generalists summarizing other people’s blogs. Agentic AI, regulated GenAI, automation economics, CXO strategy, engineering notes.

Latest essays

Nine published. More coming.

AGENTIC AI · LONG READ

Why Most AI Agents Fail in Production and the 5 Architecture Choices That Don’t.

A field report from production agentic systems handling 50,000+ daily customer interactions. The five decisions that separate slideware demos from systems that survive a regulator and a Black…

FINTECH · CASE STUDY

Inside a Service Agent Handling 50,000 Daily Conversations.

A production engineering writeup. How one GenAI service agent replaced 180 live support agents, handles tier-1 and tier-2 conversations across web, app, and SMS, and operates at 99.97%…

FINTECH · COMPLIANCE

AI in FinTech After Basel III: What Actually Passes Audit.

A senior auditor’s checklist. What model risk teams really look for, the documentation that earns approval, and architectural patterns that survive Basel III, PRA, OCC, and SAMA review.…

CXO · STRATEGY

The AI TCO Conversation Every CFO Should Demand.

A defensible cost model for GenAI workloads. The hidden costs vendors obscure, the math that earns board approval, and a worked example you can take to your next…

HEALTHTECH · COMPLIANCE

HIPAA-Safe GenAI in HealthTech Patterns That Work.

A reference architecture for deploying GenAI in HIPAA-regulated healthcare. PHI redaction, audit trails, BAA-friendly stacks, on-premise deployment, and the patterns that survive an HHS audit. Adnan Tahir Chief…

ENGINEERING

RAG vs Fine-Tuning vs Agentic Orchestration: A Decision Framework for CTOs.

When to RAG, when to fine-tune, when to orchestrate. A decision matrix grounded in cost, latency, accuracy, governance, and team capability drawn from real production deployments. Adnan Tahir…

FRACTIONAL · STARTUPS

The Fractional CXO Playbook for Pre-Seed Founders Raising Their First Round.

How to hire a Fractional CTO, CPO, or CDO without burning runway. What investors actually look for in technical diligence. The engagement structure your lead VC will sign…

MVP · LOWCODE

Ship an MVP in 6 Weeks with LowCode/NoCode (and When Not To)

A funded-founder’s playbook for using Bubble, Webflow, FlutterFlow, and Retool to validate a hypothesis fast the four tools that earn their keep, the three that don’t, and the…

One essay a fortnight.

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