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A 10-week Roadmap to Run LLMs in Production
...covered with hands-on resources.
9 hrs ago
•
Avi Chawla
10
[Hands-on] Build Semantic Search Inside Your Database Without an Embedding Pipeline
...explained with code.
Aug 7
•
Avi Chawla
7
The Missing Piece of Agent Self-Improvement
...explained step-by-step with code.
Aug 6
•
Avi Chawla
14
[Hands-on] How to Serve 5 Models On One GPU
How small specialized models are changing inference infrastructure, and why serving them efficiently takes more than standard serving frameworks.
Aug 5
•
Avi Chawla
11
Why Your Agent Remembers Everything and Understands Nothing
Building a pattern recognition layer for memory in production.
Aug 4
•
Avi Chawla
8
The Hands-on AI Engineer Playbook to Build RAG Apps for Production
Why RAG latency is a prefill problem, not a retrieval problem.
Aug 3
•
Avi Chawla
7
1
Build a Stock Market Research Agentic Workflow
...using a no-code drag-and-drop builder.
Aug 1
•
Avi Chawla
6
1
8:21
July 2026
6 Automatic Optimization Methods for LLM Systems
...explained visually and with practical tradeoffs.
Jul 31
•
Avi Chawla
9
1
1
Why 86% of Claude Code Bill Has Nothing to Do With Your Prompts
...and a solution to fix Claude bills.
Jul 30
•
Avi Chawla
14
1
6 LLM Deployment Formats in Production
...explained visually.
Jul 29
•
Avi Chawla
16
Serverless vs. On-prem vs. Edge Deployment
...explained visually.
Jul 28
•
Avi Chawla
16
Graph Engineering Clearly Explained!
Covered with best practices from the industry.
Jul 27
•
Avi Chawla
12
1
1
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