# Jam with AI

Inspired by 18+ years of real-world AI/ML events & projects

Page: <https://rssamplifier.com/jamwithai-substack-com>  
Feed: <https://rssamplifier.com/jamwithai-substack-com.md>

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## [Build your own voice Agent](https://jamwithai.substack.com/p/build-your-own-voice-agent)

_2026-08-13 · Shirin Khosravi Jam_

Jobvis finds the jobs, names your gaps, writes customised application with CV and cover letter.

## [Build your own Job Agent - Part 3](https://jamwithai.substack.com/p/build-your-own-job-agent-part-3)

_2026-08-07 · Shirin Khosravi Jam_

Fixing the weaknesses part two documented, and letting Opik's assistant loose on one we found by accident

## [Build your own Job Agent - Part 2](https://jamwithai.substack.com/p/build-your-own-job-agent-part-2)

_2026-07-30 · Shirin Khosravi Jam_

Agent drafting your personalised job application and dataset evaluation with LLM judges

## [Build your own Job Agent - Part 1](https://jamwithai.substack.com/p/build-your-own-job-agent-part-1)

_2026-07-23 · Shirin Khosravi Jam_

The Observable Job Agent, Part 1: build an agent that works your job hunt for you with LangGraph and Opik for LLMOps.

## [Agent Memory: the 7 types you should know](https://jamwithai.substack.com/p/agent-memory-the-7-types-you-should)

_2026-07-01 · Shantanu Ladhwe_

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

## [Monthly paid session #4: Claude Code Workshop](https://jamwithai.substack.com/p/monthly-paid-session-4-claude-code)

_2026-06-07 · Shirin Khosravi Jam_

Hey there 👋,

## [Harness Engineering: Evolution of MLOps to AutoMLOps](https://jamwithai.substack.com/p/harness-engineering-evolution-of)

_2026-05-21_

How Harness Engineering looks like for your MLOps setup

## [The Production AI/ML Engineer's Guide to A/B Testing](https://jamwithai.substack.com/p/the-production-aiml-engineers-guide)

_2026-05-16 · Shirin Khosravi Jam_

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

## [ML and LLM Inference Latency: 10 techniques every AI/ML engineer should know](https://jamwithai.substack.com/p/ml-and-llm-inference-latency-10-techniques)

_2026-05-07 · Shirin Khosravi Jam_

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

## [Auto-trade Cross-Exchange Gaps (Sponsored)](https://crawlproof.com/a/QtZATtBzl58X)

_2026-05-07 · **Sponsored**_

Find cross-exchange spreads, backtest strategies, and execute automatically with risk controls.

## [When to use - MCP vs API vs Function/Tool calling in your AI Agent](https://jamwithai.substack.com/p/when-to-use-mcp-vs-api-vs-functiontool)

_2026-04-23 · Shirin Khosravi Jam_

A Decision Framework for AI Engineers