Free course: build production AI media agents on serverless GPUs, scaled to 1,000+ assets
Al_Grigor · x · 2026-11-06
Alexey Grigorev (DataTalksClub) outlines the end result of his new free course Production AI Agents for Generative Media: a personalized media factory that reads a record, writes copy, generates images plus voice/video assets, evaluates output, and scales to 1,000+ records with per-asset cost tracking.
Four modules:
- Make it work: consistent media generation on serverless GPUs — model landscape, containers, model cache, seeds, VRAM fitting, latency measurement
- Make it intelligent: agent loop from scratch, GPU models as typed MCP tools, long-running tools, planner/generator/reviewer agents
- Make it scale: fan-out on spot GPUs, per-item checkpoints, chaos testing, budget-aware agents
- Make it production-ready: system/agent/media evals, multimodal judges, tracing, SLOs, cost and time per step
Related event: DataTalksClub Launches Free Course on Production AI Media Agents(4 posts)→
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