AI agent acts as F1 TV director with LangChain, Nemotron, and LangSmith
thetripathi58 · x · 2026-09-24
The author built an AI agent doing an F1 TV director's job: it follows qualifying at the 2026 Dutch GP with live timing and onboard cameras from every car, and decides which shots go on screen.
The stack:
- A LangChain deep agent plans each step and uses tools
- NVIDIA Nemotron as the model, running on Nebius Token Factory via an OpenAI-compatible API
- LangSmith records every run — the author's favorite part: open any run to see which model call was made, which tool was used, and how long each step took, so failures can be traced to the exact step
Every piece comes from a different company and can be swapped without rebuilding the rest. Part of the Nebius AI Builder Program launch.
More from coding & agent
- Why inference speed will be AI products' biggest competitive edge in 1–2 years — itsOmSarraf_ · 2026-11-11
- What happened when I moved vector retrieval into Snowflake SQL instead of orchestrating RAG outside — dima806_dima · 2026-11-11
- OpenAI engineer runs Codex for 26 days straight hunting Atlantis, spawning "vibe archaeology" — Polymarket · 2026-11-11
- He replaced a $5,000/month ghostwriter with 11 Claude Skills and earned $47,000 from one post — aryanXmahajan · 2026-11-11
- Refero Styles ships 2,000+ DESIGN.md files to give Claude Code real design taste — bbssppllvv · 2026-11-11
- Agent circuit breaker: openclaw shorts bot halts itself after 3 failed experiments — Rich_Standard_1724 · 2026-11-11