Insights
Notes on apps, AI, architecture, and delivery reality.
A running stream of build notes and systems thinking: consumer software, AI workflows, integration boundaries, cloud delivery, product tradeoffs, and operating reality.
-
Core banking modernization: architecture decisions before migration
An architecture lens for core banking modernization, digital onboarding, integration contracts, commercial lending systems, business banking payments, cutover, reconciliation, and operational ownership.
-
What a senior architect should force early in a cloud modernization program
What a senior architect should force early in a cloud modernization program Modernization programs rarely go sideways because engineers cannot migrate c…
-
How integration architecture decisions quietly determine delivery speed
How integration architecture decisions quietly determine delivery speed Integration work starts getting expensive the moment a team says ‘we’ll sort the…
-
Where enterprise AI programs fail first: system boundaries, retrieval design, and operational ownership
The first place enterprise AI initiatives fail is rarely the model endpoint. They fail at the architecture boundary nobody made explicit: system-of-record ownership, safe retrieval, human override, and…
-
Modern integration architecture in the AI era: pitfalls and common patterns
A practical look at how integration architecture decisions shape AI-era delivery, from system boundaries and retrieval freshness to fallback paths, ownership, and observability.
-
What strong delivery operating models look like when a product team is scaling fast
What strong delivery operating models look like when a product team is scaling fast The fastest way to make a good product team look slow is to force…
-
Harnessing the Power of OpenAI’s GPT-4 for Enterprise Integration
In today’s digital age, Artificial Intelligence (AI) has moved from the realm of science fiction to becoming an integral part of our everyday lives. One of the most…
-
BizTalk Server in 2023: Embracing New Challenges and Opportunities
As we journey through 2023, Microsoft BizTalk Server continues to play a pivotal role in enterprise integration, offering powerful and extensible features that cater to a wide range…
-
hackerx event
I got a message in linkedin the other day, for the hackerx ‘back-end developer’ event. Never been to this kind of ‘speed dating’ style of social event myself,…
-
Unattended BizTalk configuration
At my work, we had several stream of development servers, each with a BizTalk 2013 in the middle tier processing business transactions. Yesterday one region messed up, give…