affaan-m/ECC
ECC is a comprehensive agent harness performance optimization system providing skills, instincts, memory, security, and research-first development for various AI agent harnesses including Claude Co...
Astrid is an innovative operating system focused on providing a secure and portable runtime environment for composable software, particularly AI agents. It addresses the inherent security risks of untrusted agent code by implementing robust, OS-grade boundaries rather than relying on prompt-based trust. The core idea is to treat software components as encapsulated WebAssembly 'capsules,' each with explicit, constrained authority. The `astrid-daemon` kernel is intentionally minimalist, handling event routing, capability enforcement, sandbox execution, and audit trails without incorporating intelligence, model handling, or business logic. This separation ensures that vulnerabilities in capsules cannot compromise the kernel or other components. Astrid employs a multi-faceted security model, including a cryptographic capability system where every resource access (files, network, tools) is governed by signed, scoped, revocable grants; a WASM sandbox (`Wasmtime`) that prevents ambient authority and restricts external effects to capability-checked host calls; and a manifest-based access control system. IPC interactions are also governed by ACLs, and an audit chain provides tamper-evident logging. The system is designed for live capsule lifecycles, allowing installation, upgrades, and removal on a running daemon without restarts. It supports a component model with versioned `astrid:*` WIT packages for well-defined APIs. Astrid explicitly integrates with the Model Context Protocol (MCP) by providing a secure execution environment, managing capability tokens, and offering granular control over resource access, which is crucial for secure and auditable AI agent operations.
https://github.com/astrid-runtime/astrid
ECC is a comprehensive agent harness performance optimization system providing skills, instincts, memory, security, and research-first development for various AI agent harnesses including Claude Co...
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