Project report / GitHub evidence

Utah Model Card

这是可索引项目报告证据页:它保留 Utah Model Card 的源材料入口、机制线索和限制提醒;正文仍需 reader/editor 与 academic public-copy review 后才能当作最终结论引用。

Utah Model Card

FieldValue
Repositoryinngest/utah
CategoryEvent-Driven Agent Harness Runtime
Stars / forks snapshot116 / 2
LanguageTypeScript
LicenseApache-2.0
Raw captureraw-github/inngest_utah.md
Updated byhourly public metadata update, 2026-05-26 10:04 +0800

1. Role in Self Evolve

Utah is a universally triggered agent harness built on Inngest events with durable retries and local worker execution for think-act-observe loops. It matters because self-evolving agents need repeatable harness control, measurable feedback loops, and reusable skill procedures before claiming stable improvement.

2. Working Principle

incoming event -> think/act/observe loop -> durable retries and singleton control -> memory/session trace updates -> channel response

3. Evidence Path

web-observed GitHub page showed 116 stars, 2 forks, 41 commits, Apache-2.0 license, and README language for durable event-driven execution with retry/cancel behavior, channel adapters, skills, file-based memory, and workspace eval traces. Shell GitHub API access remained blocked by DNS and local gh auth was invalid, so this card treats the snapshot as web-observed rather than API-verified.

4. Teaching Use

Use this card to explain Event-Driven Agent Harness Runtime: it shows how harness/runtime/benchmark layers convert agent behavior into reproducible and auditable engineering workflows.

5. Limits

The repository was not cloned in this iteration; no benchmark run, plugin install, workflow execution, or agent loop experiment was executed. Counts and claims are visible public-page/search signals unless independently revalidated later.