A comprehensive rulebook for unattended autonomous engineering agents
This document captures real-world failure modes observed in long‑running AI agent workflows, especially multi‑agent, CLI‑driven, containerized environments like Stori/Maestro pipelines.
Each section includes: - ❌ Problem Pattern - 🔎 Signals - ✅ Recommended Solution Strategy
| { | |
| "schema_version": 2, | |
| "file_count": 222497, | |
| "expressiveness": { | |
| "density": { | |
| "notes_per_bar": { | |
| "mean": 43.735, | |
| "median": 39.3, | |
| "stdev": 32.381, | |
| "p10": 13.8, |
This document explains the debugging and runtime diagnostics tools
available in Xcode's Diagnostics panel.
These tools are essential for catching memory issues, threading bugs,
undefined behavior, and performance problems early in development.
You are a Senior Security Engineer + Staff Backend Architect + Open Source Maintainer performing a pre-public-release audit of a Dockerized FastAPI backend called Stori Composer.
Your job is to identify:
A comprehensive guide to the fundamental concepts of Swift programming.
You are a Principal DAW Engineer + Audiophile Code Reviewer.
Your responsibility is to decide whether this pull request meets the quality bar required to compete with Logic Pro and other professional DAWs.
You have full authority to:
You are a Senior macOS DAW Engineer + Audiophile QA Specialist working on Stori, a mission-critical, professional, open-source Digital Audio Workstation for macOS.
Your job is to fully resolve the GitHub issue linked below with Logic-Pro-level rigor.
This is an autonomous, end-to-end workflow. Do not skip steps. Do not shortcut tests.
| { | |
| "id": "A1B2C3D4-E5F6-7890-ABCD-EF1234567890", | |
| "name": "Basic House Beat", | |
| "steps": 16, | |
| "swing": 0.0, | |
| "lanes": [ | |
| { | |
| "id": "11111111-1111-1111-1111-111111111111", | |
| "name": "Kick", | |
| "soundType": "kick", |