ai git:20261010.87e53aaA

Immutable. This exact content never changes and is served at /api/v1/blob/d800f1f91339c517.

---
description: AI / agent / LLM workflow standards (Frontier)
globs: **/*agent*,**/*llm*,**/*model*,**/*workflow*,**/agents/**,**/*ai*
alwaysApply: false
---

# AI / Agents / LLM (Frontier)

Read the canonical `.github/instructions/ai.instructions.md` through
`pwsh -NoProfile -File .frontier/runtime/frontier.ps1 cursor read <canonical-path>`.

- Pin model versions; define evaluation strategy and guardrails up front.
- Treat prompts as versioned artifacts; add tracing/observability hooks.
- Validate and sanitize model inputs/outputs; guard against prompt injection.