1 min read

Sage Elliott and John Votta: Reliable, Fault-Tolerant Orchestration for AI Agents (AI meetup in SF)

Two speakers presenting at a tech conference in a high-rise office with city views

Last week a few co-workers and I heard Sage Elliott and John Votta speak about Union.aiʻs upcoming Flyte 2.0 at an AI meetup in San Francisco. 

What's happening: The AI meetup was held at the AWS Loft on Market Street, which was a short walk from Paubox HQ.

John is a Product Manager at Union.ai, while Sage is an AI Engineer there. Their talk focused on fault-tolerant orchestration.

Did you say fault-tolerant orchestration?: Indeed. Their presentation on it was split into three segments:

  • Automatic caching for intermediate workflow results
  •  Versioned deployments for updates
  • Comprehensive tracing and high-level observability for failures and logs.

See also: Aman Singla - context is all you need (AI meetup in SF)

My takeaways: 

  • “Agents killed the DAG” (Sage Elliott)
  • "1,000 agents is going to replace a person" (Sage quoting Masayoshi Son)


The bottom line: It was my third AI meetup of the year and I look forward to the next one. It's always time to level up.

Enjoy the videos and pics!



Timeline showing workflow orchestration evolution from 2012 ETL through 2025 AI and Agent Orchestration

The evolution of Workflow Orchestration

Attendees seated in a conference room listening to a presentation at an AI meetup

AI meetups in SF draw crowds


Two speakers presenting on stage at an AI meetup, one at a podium with a laptop and one standing beside a large display screen.

Sage had the jokes and technical expertise, John did the demos. Good teamwork.

Speaker presenting Perforated Backpropagation research at AI meetup podium

Rorry Brenner - Perforated Backpropagation (AI meetup in SF)

Last night I heard Rorry Brenner speak about artificial dendrite nodes at an AI meetup in San Francisco.

Read More
Speaker presenting about Model Context Repository at an AI conference with city skyline visible through windows

Aman Singla - context is all you need (AI meetup in SF)

Last week a few co-workers and I heardAman Singla speak about MCP serversat an AI meetup in San Francisco.

Read More
Panel discussion at 10X CEO Accelerate 2025 conference

The CEO Guide to AI - 10X CEO Accelerate 2025

The last panel of 10X CEO Accelerate 2025 was The CEO Guide to AI.

Read More

Subscribe to Paubox Weekly

Every Friday we bring you the most important news from Paubox. Our aim is to make you smarter, faster.