AI Architecture Pattern 01: Grounded RAG For Payment Support
Why This Pattern Exists
[!INFO] The first mistake many teams make with AI assistance is asking an AI model to answer …
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Practical notes on cloud, AI & resilient systems.
Hands-on essays, real demo code, and honest field reports from 17+ years of building and running distributed systems in production.
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Cell-Based Architecture (Part 4): The Selection Matrix — Balancing Resilience, Cost, and Complexity
The Million Dollor Question?
December 2021. AWS us-east-1 goes dark. Millions of applications offline. Estimated …
Building Resilient Systems: Anatomy of Failures — Part 2
Part of Reliability Under the hood Series
“If you haven’t experienced a production outage, you either …
Local AI Chat App — Week 2[Prompt Guardrails + Safety On Our Simple App]
Prompt Guardrails + Safety On Our Simple App
Week 2 is about making the chat app safe, not just smart | …
Building Resilient Systems: Patterns & Implementation — Part 3
Where we are in this journey?
In Part 1, we established the mindset: everything fails, all the time. The question …
I Built a Local AI Chat App — Here's the Architecture (Week 1)
Week 1 of my AI Demo Series · cloudtoailearn.dev 🔗 GitHub repo: https://github.com/narenmak17/week01-simple-chat
Every …
From Cloud to Cognition: Architecting AI-Ready Infrastructure
After 15 years of building cloud infrastructure, I’ve watched the industry shift from bare metal to VMs, VMs to …
From Failure to Resiliency: Building Resilient Systems - Embracing Failure Part-1
After More than decade and half years of building & designing infrastructure & applications, what i realized is …