cli logo
cli
★ 66
vs
glass logo
glass
★ 19

cli vs glass

cli: Archcore CLI provides a Git-native context layer for AI coding agents, storing project knowledge like architecture decisions and rules within a `.archcore/` directory, versioned with your code. This ensures agents load relevant, structured context at session start, improving their ability to follow conventions and decisions, and enabling new decisions to be recorded as durable context.; glass: Glass provides AI coding agents with the ability to launch, drive, and verify external native GUI applications, enabling a closed-loop build, see, interact, and debug process. It captures screen content, injects input, reads logs, and detects visual changes, working as a black box with any GUI app across multiple operating systems.

01

TL;DR

cli logo
cliDev Tooling · ★ 66

Ensuring AI agents follow established architecture decisions and coding conventions.

glass logo
glassDev Tooling · ★ 19

AI agents debugging GUI applications by reproducing bugs from accessibility trees and verifying fixes.

02

Side-by-Side Comparison

Field
cli logocli
glass logoglass
Category
Dev Tooling
Dev Tooling
Stars
★ 66
★ 19
License
Apache-2.0
Apache-2.0
Install Command
curl -fsSL https://archcore.ai/install.sh | bash
cargo build --release
Updated
1mo ago
1d ago
Open Source
Yes
Yes
Tags
AI Agents, Context Management, Dev Tooling
AI Agents, GUI Automation, Cross-Platform
03

Features

cli logocli
01Provides git-native, version-controlled project context for AI agents.
02Manages structured knowledge (ADRs, rules, plans) as typed Markdown documents with YAML frontmatter.
03Ships as a CLI and local stdio MCP server, enabling compatibility with various AI coding agents.
04Automates agent integration by scaffolding `.archcore/` and wiring up hooks and MCP configurations.
glass logoglass
01Enables AI agents to launch, drive, and verify native GUI applications independently.
02Provides comprehensive interaction capabilities: screen capture, input injection (mouse/keyboard), log reading, and visual change detection.
03Supports semantic interaction via accessibility trees for more reliable UI automation without reliance on screenshots.
04Works as an external black box with any native GUI app, regardless of toolkit or language.
05Cross-platform support for Linux (X11/Wayland), Windows, Android (AVD), iOS (Simulator), and macOS.
04

Use Cases

cli logocli
↳Ensuring AI agents follow established architecture decisions and coding conventions.
↳Recording new technical decisions or rules as durable, versioned context for future sessions.
↳Documenting incidents and their prevention steps, making them accessible to agents during relevant tasks.
↳Providing specific contextual information (e.g., relevant ADRs, rules) to agents before they modify a module.
glass logoglass
↳AI agents debugging GUI applications by reproducing bugs from accessibility trees and verifying fixes.
↳Automating the build-see-interact-debug loop for AI-driven development of UI applications.
↳UI testing and verification of native applications using AI agents.
↳Enabling coding agents to drive and interact with applications semantically using element IDs instead of pixel coordinates.
FAQ

FAQ

What is the difference between cli and glass?
Both cli and glass are in the Dev Tooling category. cli has 66 stars, while glass has 19 stars.
Which is better, cli or glass?
The best choice depends on your use case. Choose cli if Ensuring AI agents follow established architecture decisions and coding conventions., and glass if AI agents debugging GUI applications by reproducing bugs from accessibility trees and verifying fixes..
Is cli free or open source?
Yes, cli is open source on GitHub (Apache-2.0).
Is glass free or open source?
Yes, glass is open source on GitHub (Apache-2.0).
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