Agent Memory: the 7 types you should know

You know RAG. You know vector databases. But can you say what your agent should remember, for how long, and when it should forget?

Jul 1 • Shantanu Ladhwe and Shirin Khosravi Jam

166

23

June 2026

Monthly paid session #4: Claude Code Workshop

Hey there 👋,

Jun 7 • Shirin Khosravi Jam and Shantanu Ladhwe

12

1

1:56:40

May 2026

Harness Engineering: Evolution of MLOps to AutoMLOps

How Harness Engineering looks like for your MLOps setup

May 21

76

3

18

The Production AI/ML Engineer's Guide to A/B Testing

Beyond split traffic and a t-test. Five strategies, when to use each, what they cost.

May 16 • Shirin Khosravi Jam and Shantanu Ladhwe

41

8

ML and LLM Inference Latency: 10 techniques every AI/ML engineer should know

The ten techniques that close the gap between a model that works and a model that serves real traffic

May 7 • Shirin Khosravi Jam and Shantanu Ladhwe

90

4

12

April 2026

When to use - MCP vs API vs Function/Tool calling in your AI Agent

A Decision Framework for AI Engineers

Apr 23 • Shirin Khosravi Jam and Shantanu Ladhwe

67

1

8

System Design for AI Engineers: 7 patterns you should know in your interviews

You know transformers. You know RAG. But can you explain what happens when your LLM API gets 10,000 concurrent requests?

Apr 9 • Shirin Khosravi Jam

260

12

45

March 2026

Monthly paid session #3: Roundtable discussion on AgentOps

Hey there 👋

Mar 28 • Shantanu Ladhwe and Shirin Khosravi Jam

7

2

51:05

Your LLM Service Has Nine Security Holes. Here's How to Close Them.

A practical guide to prompt injection, cost attacks, and output failures and how to fix all of them before they hit production

Mar 24 • Shirin Khosravi Jam and Shantanu Ladhwe

42

2

7

Monthly Paid Session #2: Recommendation Systems high level overview)

Watch now | Part 2 (understanding basics of RecSys)

Mar 21 • Shantanu Ladhwe

7

2

1

1:05:00

The Concurrency Mistake Hiding in Every FastAPI AI Service

A practical guide to concurrency patterns for AI workloads, from event loops to inference servers

Mar 17 • Shirin Khosravi Jam

68

9

10

Agent Ops in the Real World

How you should run AI Agents in Production

Mar 5 • Shantanu Ladhwe and Shirin Khosravi Jam

61

2

11