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Ted Benson

Hello there!

I work on AI code generation at Figma and angel invest in AI startups.

Current preoccupations:

Macro-generation
Professional Vibe Coding

Recent Posts (see all)

Unifying the Agent + Tool Control Plane The future contract between agents must include calling convention, context sharing, interactivity, exclusivity, and control.

Token caching will shape agentic innovation. The 10x price difference between cached and uncached tokens is leaving an imprint on engineering decisions

Context windows are hard limits in a fuzzy paradigm. Agent context engineering seems to be moving towards a strategy similar to tiered caches for a processor

Reading between the lines of the Llamacon Keynote Facebook appears to be adopting an operating-system strategy toward AI.

Routing Agents At the core of every platform will an agent whose job it is to route to other agents.

The UX of Deep Research What we can figure out reading between the lines of OpenAI's Deep Research feature.

Workflows are Agents that Work Once a thing has a name and high-volume, it's no longer on-the-fly decision-making.

Markdown is all you need Programmers may loosen our obsession with structuring and organizing information.