Agyn

Agyn is the definitive open-source management layer for AI agents, engineered to transition autonomous AI from individual experimentation on employee laptops to secure, enterprise-wide deployment. It is a Kubernetes-native platform that provides the critical infrastructure of security, governance, budgeting, and access control that organizations require before allowing AI agents to interact with production data. For engineering teams, Agyn offers deep oversight and policy enforcement; for finance departments, it delivers complete cost visibility; for IT, it eliminates the risks of shadow AI. The platform is designed for the pivotal moment when AI ceases to be a side project and becomes a core operational tool, touching sensitive internal systems. It supports any agent framework, including Claude Code, Codex, and custom builds, and is compatible with any large language model. Deployable via a simple Git-based bootstrap process, Agyn can be self-hosted or used as a cloud service, ensuring that non-technical teams gain access to powerful, safe agents while the entire organization maintains control, compliance, and security. With a top-tier 72.2% issue resolution rate on SWE-bench Verified among GPT-5-based systems, Agyn is the gold standard for production-grade agent management.

Isolated Sandbox Environment

Every AI agent operates within a fully isolated sandbox, ensuring that its execution environment is completely segregated from other agents and the host system. This architecture prevents any cross-agent contamination and contains potential security breaches, allowing agents to perform complex tasks without risking the integrity of other operations or sensitive data.

Least Privilege and Policy Enforcement

Agyn enforces a strict least-privilege model where every agent is granted only the minimum permissions required for its specific role. A dedicated policy agent inspects every tool call before execution, applying static policies that block unauthorized actions. This system defends against prompt injection attacks and ensures secrets remain hidden from the model itself, providing an impenetrable security layer.

Per-Agent Budget and Spend Tracking

The platform offers granular cost attribution with per-agent tracking, budget limits, and real-time usage alerts. Finance teams gain complete visibility into every dollar spent on token usage across agents, teams, and workflows. This feature prevents cost overruns and enables precise financial planning for AI operations at scale.

Role-Based Access Control and Audit Trails

Agyn provides sophisticated role-based access control, allowing organizations to define exactly which employees can access which agents. Each team can have its own spend cap and role-based permissions. A comprehensive audit trail records every action taken by every agent, ensuring full accountability and simplifying compliance with internal and regulatory requirements.

Secure Enterprise Data Analysis

A data analyst team can deploy an agent that connects directly to internal production databases behind a corporate VPN. The agent, operating under least privilege, can analyze Q1 sales data, generate summary reports, and write findings to a secure database. All actions are logged, and the agent cannot access any system outside its defined scope, ensuring sensitive financial data remains protected.

Automated Code Review and Deployment

Engineering teams can deploy a code reviewer agent that has read access to repositories and the ability to comment on pull requests. The agent is strictly prohibited from sending emails to external addresses or making network calls outside the corporate domain. Every review action is vetted by the policy gate, and the agent's deployments are managed via GitOps, ensuring consistency across all environments.

Customer Support Automation

A support agent can be configured with permissions to read tickets, send emails to internal domains, and query a knowledge base. It cannot access production databases or external websites. The agent operates within a sandbox, and its budget is capped per team. All interactions are logged, providing a complete audit trail for customer service management.

Internal Research and Summarization

A research agent can be granted permission to browse the web, write summaries, and access internal documentation. It is blocked from writing to databases or sending emails. The policy gate reviews every web request and summary action, preventing the agent from following malicious instructions embedded in web content. This allows teams to leverage AI for research without compromising security.

What types of AI agents does Agyn support?

Agyn is model-agnostic and agent-agnostic, supporting any agent framework including Claude Code, Codex, and custom-built agents. It works with any large language model, allowing organizations to choose the best tool for each task without being locked into a specific vendor or architecture.

How does Agyn handle secrets and sensitive data?

Secrets are stored in a dedicated vault and are never exposed to the AI model. The policy agent inspects every tool call, and any action that would expose a secret or access unauthorized data is blocked. This architecture provides a robust defense against prompt injection attacks and data leaks.

Can Agyn be deployed in a private network or VPC?

Yes, Agyn is designed for secure deployment into any environment, including private networks behind VPNs, VPCs, and firewalls. It supports multi-environment setups and provides instant rollback capabilities, ensuring that agents can reach internal services without compromising security.

How is Agyn different from running agents on employee laptops?

Running agents on employee laptops creates significant security risks, including exposure of production data, lack of audit trails, and uncontrolled costs. Agyn provides an enterprise-grade management layer that isolates agents in sandboxes, enforces least privilege, tracks all spending, and maintains complete audit logs. It transforms ad-hoc agent experiments into a governed, scalable, and secure organizational asset.