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Generative AI in Production

Why Most RAG Architectures Break Under Real User Load

by

sudaangi

December 18, 2025

AI Architecture & System Design

Why Your RAG System Retrieves the Wrong Data (and How to Fix It)
AI Architecture & System Design

The real cost breakdown of running LLM apps on AWS
MLOps & LLMOps

AI Observability: Stop Guessing, Start Instrumenting
AI Strategy & Leadership

Build vs Buy in AI: A Real Decision Framework That Holds Up in Production

Generative AI in Production

Why Most RAG Architectures Break Under Real User Load

by

sudaangi

December 18, 2025

AI Architecture & System Design

Why Your RAG System Retrieves the Wrong Data (and How to Fix It)
AI Architecture & System Design

The real cost breakdown of running LLM apps on AWS
MLOps & LLMOps

AI Observability: Stop Guessing, Start Instrumenting
AI Strategy & Leadership

Build vs Buy in AI: A Real Decision Framework That Holds Up in Production

Category Name

Generative AI in Production

Why Most RAG Architectures Break Under Real User Load
AI Architecture & System Design

Why Your RAG System Retrieves the Wrong Data (and How to Fix It)
AI Architecture & System Design

The real cost breakdown of running LLM apps on AWS
MLOps & LLMOps

AI Observability: Stop Guessing, Start Instrumenting

Category Name

Generative AI in Production

Why Most RAG Architectures Break Under Real User Load

by

sudaangi

December 18, 2025

AI Architecture & System Design

Why Your RAG System Retrieves the Wrong Data (and How to Fix It)

by

sudaangi

December 3, 2025
AI Architecture & System Design

The real cost breakdown of running LLM apps on AWS

by

sudaangi

November 21, 2025

MLOps & LLMOps

AI Observability: Stop Guessing, Start Instrumenting

by

sudaangi

November 12, 2025
AI Strategy & Leadership

Build vs Buy in AI: A Real Decision Framework That Holds Up in Production

by

sudaangi

October 11, 2025

Category Name

Generative AI in Production

Why Most RAG Architectures Break Under Real User Load

by

sudaangi

December 18, 2025
AI Architecture & System Design

Why Your RAG System Retrieves the Wrong Data (and How to Fix It)

by

sudaangi

December 3, 2025
AI Architecture & System Design

The real cost breakdown of running LLM apps on AWS

by

sudaangi

November 21, 2025

MLOps & LLMOps

AI Observability: Stop Guessing, Start Instrumenting

by

sudaangi

November 12, 2025
AI Strategy & Leadership

Build vs Buy in AI: A Real Decision Framework That Holds Up in Production

by

sudaangi

October 11, 2025
AI Architecture & System Design

Hybrid search vs vector search: what actually works in production

by

sudaangi

October 2, 2025

AI Pitfalls & Lessons Learned

Why Most Enterprise AI Pilots Fail: How to Run One That Survives Production

by

sudaangi

September 9, 2025
Generative AI in Production

Designing the accuracy-latency trade-off in production AI

by

sudaangi

September 7, 2025
AI Architecture & System Design

Why your RAG pipeline is slow and expensive

by

sudaangi

August 14, 2025

Category Name

Generative AI in Production

Why Most RAG Architectures Break Under Real User Load

by

sudaangi
AI Architecture & System Design

Why Your RAG System Retrieves the Wrong Data (and How to Fix It)

by

sudaangi
AI Architecture & System Design

The real cost breakdown of running LLM apps on AWS

by

sudaangi
MLOps & LLMOps

AI Observability: Stop Guessing, Start Instrumenting

by

sudaangi

Category Name

Generative AI in Production

Why Most RAG Architectures Break Under Real User Load

by

sudaangi

December 18, 2025

AI Architecture & System Design

Why Your RAG System Retrieves the Wrong Data (and How to Fix It)

by

sudaangi

December 3, 2025
AI Architecture & System Design

The real cost breakdown of running LLM apps on AWS

by

sudaangi

November 21, 2025
MLOps & LLMOps

AI Observability: Stop Guessing, Start Instrumenting

by

sudaangi

November 12, 2025

Category Name

Generative AI in Production

Why Most RAG Architectures Break Under Real User Load

by

sudaangi

December 18, 2025

AI Architecture & System Design

Why Your RAG System Retrieves the Wrong Data (and How to Fix It)

by

sudaangi

December 3, 2025
AI Architecture & System Design

The real cost breakdown of running LLM apps on AWS

by

sudaangi

November 21, 2025
MLOps & LLMOps

AI Observability: Stop Guessing, Start Instrumenting

by

sudaangi

November 12, 2025

Category Name

Generative AI in Production

Why Most RAG Architectures Break Under Real User Load

by

sudaangi

December 18, 2025

AI Architecture & System Design

Why Your RAG System Retrieves the Wrong Data (and How to Fix It)

by

sudaangi

December 3, 2025
AI Architecture & System Design

The real cost breakdown of running LLM apps on AWS

by

sudaangi

November 21, 2025
MLOps & LLMOps

AI Observability: Stop Guessing, Start Instrumenting

by

sudaangi

November 12, 2025

Category Name

Generative AI in Production

Why Most RAG Architectures Break Under Real User Load

The demo worked. The production launch didn’t. The pattern is predictable. The RAG demo looks great in a room with…

by

sudaangi

December 18, 2025
AI Architecture & System Design

Why Your RAG System Retrieves the Wrong Data (and How to Fix It)

The painful symptom You ask your help-bot about Product A’s refund policy and it cites Product B. Your sales assistant…

by

sudaangi

December 3, 2025

AI Architecture & System Design

The real cost breakdown of running LLM apps on AWS

by

sudaangi

November 21, 2025
MLOps & LLMOps

AI Observability: Stop Guessing, Start Instrumenting

by

sudaangi

November 12, 2025
AI Strategy & Leadership

Build vs Buy in AI: A Real Decision Framework That Holds Up in Production

by

sudaangi

October 11, 2025

Category Name

Generative AI in Production

Why Most RAG Architectures Break Under Real User Load

by

sudaangi

December 18, 2025
AI Architecture & System Design

Why Your RAG System Retrieves the Wrong Data (and How to Fix It)

by

sudaangi

December 3, 2025
AI Architecture & System Design

The real cost breakdown of running LLM apps on AWS

by

sudaangi

November 21, 2025
MLOps & LLMOps

AI Observability: Stop Guessing, Start Instrumenting

by

sudaangi

November 12, 2025

AI Strategy & Leadership

Build vs Buy in AI: A Real Decision Framework That Holds Up in Production

by

sudaangi
AI Architecture & System Design

Hybrid search vs vector search: what actually works in production

by

sudaangi
AI Pitfalls & Lessons Learned

Why Most Enterprise AI Pilots Fail: How to Run One That Survives Production

by

sudaangi
Generative AI in Production

Designing the accuracy-latency trade-off in production AI

by

sudaangi

Sudarshan

Angirash

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I help engineering teams design, build, and scale production-grade GenAI and multi-agent AI systems. From architecture decisions to working code — I have done it at AWS scale and delivered 4 products solo.

Email Us: sudaangi@techtonicis.com

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Why Most RAG Architectures Break Under Real User Load
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Why Most RAG Architectures Break Under Real User Load
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