agent-framework Tools

Strands Harness is an SDK for building, controlling, and deploying production-ready AI agents. It provides a fully assembled, state-of-the-art agent harness with optimized defaults for tools, memory, and context management, so developers can focus on their agent's unique logic instead of infrastructure. It's designed for developers and teams building reliable, controllable AI agents that need to go from prototype to production.

Reasonix is a DeepSeek-native AI coding agent for your terminal, engineered to drastically reduce costs in long development sessions. It solves the problem of paying full price for repetitive prompt context by maintaining a byte-stable prefix that achieves 90%+ cache hits with DeepSeek's infrastructure, collapsing input token costs to roughly one-fifth. It's built for developers who want a persistent, cost-effective AI assistant directly in their CLI/TUI, desktop app, or editor, leveraging the same local engine across all interfaces.

The AI Agent Governance Toolkit provides a comprehensive framework for securing and managing autonomous AI agents in production. It solves critical challenges in agentic AI, including policy enforcement, identity management, sandboxed execution, and reliability, directly addressing the OWASP Agentic Top 10 security risks. It is designed for developers, platform engineers, and security teams building and deploying reliable, enterprise-ready AI agent systems.