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Browse the full AI Shipping Labs workshop archive, newest first, with recordings, writeups, tutorial pages, materials, and membership access labels.

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ci-cd claude-code django elasticsearch fastapi gpu mcp python react runpod temporal vllm

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AI Voice Coach with ElevenLabs

In this workshop we build Luma, a voice coach for rehearsing difficult conversations. You talk, and the coach walks you through Nonviolent …

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Tutorial pages Recording Code Materials

Tailor Your CV for AI Engineering Roles

In this workshop we take a CV that's not focused on AI engineering roles and make it more relevant. We build a pipeline where: a renderer …

Includes

Tutorial pages Recording Code

Topics

careers cv ai-engineering +1

Build an Agent Evaluation Framework with OpenAI Batch and Flex

We take the FAQ agent from the first deployment workshop and build an evaluation framework around it. We leave the agent unchanged, so all …

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Tutorial pages Recording Code Materials

Build and Deploy an FAQ Agent with Vercel AI SDK and Gateway

We take the FAQ agent from the earlier deployment workshops and ship it on Vercel. The same agent answers Data Engineering Zoomcamp questio…

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Tutorial pages Recording Code Materials

Deploy an FAQ Agent with Cloudflare Workers and Vectorize

We take the FAQ agent from the earlier deployment workshops and move the whole online path to Cloudflare. The Worker serves the UI and API,…

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Tutorial pages Recording Code Materials

Deploying Vector Search with SQLite

We take the FAQ agent from the End-to-End Agent Deployment workshop and change how it finds answers. That agent searched the FAQ with minse…

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Tutorial pages Recording Code Materials

Serving Open Models with vLLM on RunPod

Serving an open-source model yourself means renting a GPU and running an inference server on it. In this workshop we take a quantized DeepS…

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Tutorial pages Recording Code

Topics

vllm runpod open-models +2

Solving a Real AI Engineer Take-Home Assignment Live

We solve a real AI engineer take-home assignment live. The product is a small investment coaching bot that answers public-company research …

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Tutorial pages Recording Code Materials

Deploying an Agent to AWS Lambda

We start from the FastAPI service we deployed to Railway in the previous workshop. We strip out FastAPI and swap it for a custom AWS Lambda…

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Tutorial pages Recording Code

Personal Brand for Developers: A 30-Day LinkedIn Challenge

Most of what you do as a developer stays private. You learn a tool, fix a bug, or choose one library over another. Then you move on, and th…

Includes

Tutorial pages Recording Materials

Topics

personal-brand linkedin writing +1

End-to-End Agent Deployment

Alexey Grigorev Apr 21, 2026

We build a FAQ chatbot from notebook to production. You start with a Jupyter notebook that calls the OpenAI Responses API with a single sea…

Includes

Tutorial pages Recording Code