REST vs GraphQL
The REST vs GraphQL choice for your API — a practical look at when each genuinely fits, what they cost in operations,…
Engineering Journal
Notes from the build floor.
Long-form essays on AI engineering, Shopify scale, ERP rollouts and the operational decisions that decide whether software holds up in production.
AI & Automation
Conversational AI that
Latest essay
Conversational AI that doesn’t fall over: lessons from CallVista
Real-time transcription is the easy part. Reasoning over a rolling call window, surfacing CRM context inline, and keeping the prompt engine honest — that's where the work is.
REST vs GraphQL
Offshore vs Nearshore
Offshore vs Nearshore vs In-house Development
A practical comparison of the three engineering-team models — offshore, nearshore and in-house — on cost, time-zone overlap, talent depth and what…
Custom Software vs
Custom Software vs SaaS
The classic build-vs-buy question — when custom software pays off, when SaaS is the right answer, and how to make the call…
Odoo vs SAP
Odoo vs SAP
Odoo and SAP solve the same problem at very different scales and price points. Practical comparison on cost, scope, implementation time, customisation…
Native vs React
Native vs React Native vs Flutter
A clear comparison of the three mobile-app approaches — native iOS+Android, React Native and Flutter — on performance, development cost, team availability…
AWS vs Azure
AWS vs Azure vs Google Cloud
AWS, Azure and Google Cloud all run production workloads at planet scale. The differences are practical: which one fits your team's skills,…
Shopify vs Magento
Shopify vs Magento vs WooCommerce
A practical 3-way comparison of the most common e-commerce platforms — SaaS, enterprise PHP and WordPress-native — covering cost, customisation, scale and…
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