Markdown source

We're the bottleneck, but we don't have to be

Conference Context

Session Description

As agents improve at doing real work, humans become the real bottleneck. Luckily, the skills we need to work with agents aren’t entirely new, they've just been hiding in unexpected places. Drawing lessons from AgentCraft’s Warcraft-inspired UI for coordinating multiple agents, this talk explores how gamification can raise the ceiling for sophisticated AI orchestration while lowering the floor for everyday developers. Ido will show how visual state, spatial metaphors, and autonomy can make multi-agent systems more approachable, inspectable, and fun to use.

Media Evidence

AgentCraft: Putting the Orc in Orchestration — Ido Salomon (speaker-match related prior/adjacent AI Engineer video; captions: English auto-captions).

Evidence Graph

This evidence graph is generated from currently linked source material: official schedule text, related video pages, cached transcripts, visible slide text, dense/reconstructed slide pages, and AI slide-classification audits.

Media Signals

Agent Reading Notes

Use these signals to refine the synopsis, topic links, people/company context, and method notes. If a source is a related external video rather than an exact official recording, keep it framed as supporting evidence.

Transcript Status

Related video transcript availability: English auto-captions. Treat this as supporting context, not a recording of this exact scheduled session unless later confirmed. Not fetched yet.

People

Supporting Slides

Synthesis

Synthesized Breakdown

The session explains MCP Apps as a way to add interactive UI to MCP-based workflows. It treats the MCP host as the place where tool data, model reasoning, and human controls meet.

Speaker And Company Context

Topics Covered

Derived Links And Source Material

Novel Concepts / Clever Methods

Evidence Boundary

This synthesis is based on the official schedule and linked source pages. It should be revisited when exact session recordings or transcript-backed secondary sources are available.