James Sanderson (@james21092)

Crypto Exchange Architecture: The Parts That Decide If You Survive

A component-by-component look at how a production crypto exchange is engineered, from the deterministic matching core to reconciliation and AI surveillance.

7 min readtechcirkle.hashnode.dev

Jul 21

How to Sequence an EHR Build: A Roadmap That Ships

EHR builds fail on ordering, not talent. Here is the sequence that works: clinical discovery, one real vertical slice, interoperability as a workstream, then breadth.

7 min readtechcirkle.hashnode.dev

Jul 16

Behavioural Buyer Personas: Building Them From Real Signals, Not Workshops

A technical take on B2B buyer personas: define them by behaviour, wire them to your data sources, and let AI keep them honest as a living data product.

7 min readtechcirkle.hashnode.dev

1Jul 15

Scoping the AI Layer of Your MVP: A Technical Founder's Checklist

The AI layer is where startup MVPs quietly balloon in scope and cost. Here's a concrete checklist a technical founder can run to scope it deliberately — before it reshapes your data model and your margins.

5 min readtechcirkle.hashnode.dev

Jul 15

AI Agent Adoption Statistics 2026

Verified 2026 AI agent adoption statistics from Gartner, McKinsey, PwC, Deloitte & more - adoption rates, ROI, use cases, and regional trends.

19 min readtechcirkle.hashnode.dev

Jul 15

James Sanderson

About

Available for

James Sanderson's blogs

Crypto Exchange Architecture: The Parts That Decide If You Survive

How to Sequence an EHR Build: A Roadmap That Ships

Behavioural Buyer Personas: Building Them From Real Signals, Not Workshops

Scoping the AI Layer of Your MVP: A Technical Founder's Checklist

AI Agent Adoption Statistics 2026

James Sanderson

About

Available for

James Sanderson's blogs

Crypto Exchange Architecture: The Parts That Decide If You Survive

How to Sequence an EHR Build: A Roadmap That Ships

Behavioural Buyer Personas: Building Them From Real Signals, Not Workshops

Scoping the AI Layer of Your MVP: A Technical Founder's Checklist

AI Agent Adoption Statistics 2026

James Sanderson

About

Available for

James Sanderson's blogs

Crypto Exchange Architecture: The Parts That Decide If You Survive

How to Sequence an EHR Build: A Roadmap That Ships

Behavioural Buyer Personas: Building Them From Real Signals, Not Workshops

Scoping the AI Layer of Your MVP: A Technical Founder's Checklist

AI Agent Adoption Statistics 2026

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James Sanderson

About

Available for

James Sanderson's blogs

Crypto Exchange Architecture: The Parts That Decide If You Survive

How to Sequence an EHR Build: A Roadmap That Ships

Behavioural Buyer Personas: Building Them From Real Signals, Not Workshops

Scoping the AI Layer of Your MVP: A Technical Founder's Checklist

AI Agent Adoption Statistics 2026