Sources

TypeSafe

• https://docs.typesafe.ai/llms.txt — documentation index.
• https://docs.typesafe.ai/introduction/quickstart.md — API request/response and SDK quick start.
• https://docs.typesafe.ai/concepts/system-one.md — Jev/System One behavior and limits.
• https://docs.typesafe.ai/concepts/state.md — state formats and context guidance.
• https://docs.typesafe.ai/primitives.md — Choice, Score, and Noul question model.
• https://docs.typesafe.ai/confidence.md — confidence and risk-dependent thresholds.
• https://docs.typesafe.ai/api.md — HTTP endpoint and request schema.
• https://docs.typesafe.ai/sdk/javascript.md — JavaScript SDK installation and usage.
• https://github.com/typesafe-ai/typesafe-sdk-js/tree/v0.6.0 — SDK source used to verify helper names.

Local Herdr

• Herdr skill instructions — operating rules and command patterns for the installed Herdr CLI.
• herdr --help, herdr agent, herdr pane, herdr workspace, and herdr tab — installed CLI surface.
• herdr workspace list, herdr pane current --current, herdr pane list, and herdr agent list — live server snapshot.

Local agent versions

• Herdr 0.8.2
• Claude Code 2.1.274
• Codex CLI 0.155.0
• Hermes Agent 0.20.1
• Node v24.19.0

Jev UltraFast

• https://github.com/browser-use/jev-ultrafast — repository README, action space, setup, measurements, and limitations.
• jev_ultrafast/model.py — direct Jev HTTP request, speculative operation/target questions, response validation, and text-helper boundary.
• jev_ultrafast/agent.py — bounded loop, stale-page retry behavior, action history, and DONE/BLOCKED lifecycle.
• jev_ultrafast/browser.py and jev_ultrafast/snapshot.js — DOM observation, node identity, freshness guards, geometry checks, and execution.