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Latent SpaceArticle

Agents Prompt People: Using Agents for Long-Horizon Financial Work

Long-horizon agents are moving from proof-of-concept to live use. The persistence piece matters more than the memory; financial workflows need continuity across sessions and decision boundaries. If you're building agent infrastructure or using agents for complex business processes, this is a field report on what actually works in production.

Latent SpaceArticle

Using Agents for Long-Horizon Financial Work — Aman Singh, Arca

Agents in financial work are moving from demo to production. Arca's custom harness and persistent state approach suggests the infrastructure bar for multi-step reasoning over extended timescales is becoming clear. The win here isn't the agent concept, it's proving reliability in a domain with real liability. For builders: this is a reference implementation for how to structure agent workflows when mistakes cost money.