All Posts
8 articles on Application & Architecture , AI Systems & hands-on demos
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 business questions directly from its training memory. That is β¦
Read more βCell-Based Architecture (Part 4): The Selection Matrix β Balancing Resilience, Cost, and Complexity
The Million Dollor Question?
December 2021. AWS us-east-1 goes dark. Millions of applications offline. Estimated business impact: In millions per hour.
Your CIO/CTO asks: β¦
Read more βBuilding Resilient Systems: Anatomy of Failures β Part 2
Part of Reliability Under the hood Series
“If you haven’t experienced a production outage, you either don’t have enough users or you’re not monitoring β¦
Read more βLocal AI Chat App β 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 | https://cloudtoailearn.dev I added prompt guardrails to the Week 1 demo so β¦
Read more βBuilding Resilient Systems: Patterns & Implementation β Part 3
Where we are in this journey?
In Part 1, we established the mindset: everything fails, all the time. The question isn’t if your system will fail β it’s how badly.
In β¦
Read more βI Built a Local AI Chat App β Here's the Architecture (Week 1)
Week 1 of my AI Demo Series Β· cloudtoailearn.dev π GitHub repo: https://github.com/narenmak17/week01-simple-chat
Every AI tutorial starts with “call the OpenAI API”. β¦
Read more βFrom 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 containers, and containers to serverless. Each wave changed β¦
Read more βFrom 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 system resiliency is one of the crucial factor of any β¦
Read more β