Agyn

Welcome, intrepid explorer, to the frontier of enterprise AI. You have been tinkering with agents on your laptop, unearthing incredible potential. But now, the treasure map leads into the heart of the kingdom: production data, internal networks, and the watchful eyes of Security, Finance, and IT. This is where side projects go to die, or where legends are forged. Agyn is your expedition gear for this journey. It is the open-source, Kubernetes-native management layer that takes AI agents off the lonely island of your employee laptop and deploys them safely into the vast, interconnected archipelago of your entire organization.

Think of Agyn as a secure, enchanted vessel for your agent fleet. Every agent sails in its own isolated sandbox, a magical bubble where secrets are hidden from the model's prying eyes. Each team gets its own treasure chest (a spend cap), a map with restricted territories (role-based access), and a complete captain's log (audit trail). It works with any agent you dare to bring aboard, be it Claude Code, Codex, or a custom-built golem, and any model that powers it. You can host this vessel on your own private island (self-hosted) or in the cloud.

Agyn is built for the moment AI stops being a playful experiment and starts touching the gold. When Security needs a fortress, Finance needs a ledger, and IT needs to stop worrying about shadow AI lurking in the shadows. With Agyn, non-technical teams get agents they can actually use without a wizard's incantation. Engineering keeps its oversight. Finance sees every doubloon spent on tokens. And IT finally sleeps soundly, knowing the agents are on a short, well-monitored leash. If your company is moving from agent experiments to agents in production, Agyn is the enchanted key that unlocks the vault.

Multi-Environment Deployment and Private Network Access

Your agents are no longer stranded on your laptop, unable to reach the treasure hoard. Agyn lets you deploy agents into any environment or private network, whether it is a shadowy VPN, a fortified VPC, or a network behind a blazing firewall. With a simple command, you can ship an agent into your corporate network, giving it access to internal databases and services. This feature includes instant rollback capabilities, ensuring that if an agent goes rogue, you can pull it back to a safe harbor in seconds. It is the bridge between your local sandbox and the real-world kingdom.

Least Privilege and Policy Gate Security

Every action an agent takes is a potential step into a trap. Agyn arms you with a "Policy Gate," a vigilant, automated guard that reviews every tool call before it is executed. Agents operate under the principle of least privilege, meaning they only get the keys to the specific doors they need. Static policies and a policy agent inspect every action, blocking anything outside the defined scope. Secrets are stored in a vault, hidden from the model itself, providing a robust defense against prompt injection attacks and accidental data leaks. It is the difference between a trusted scout and a loose cannon.

Per-Agent Budget Tracking and Cost Control

The treasure is finite, and without a map, you can spend it all in a single, glorious, and ruinous expedition. Agyn provides per-agent tracking with budget limits, usage alerts, and detailed cost attribution. You can set a monthly spend cap for a "Data Analyst" agent, receive an alert when it hits 80% of its budget, and see exactly which team or workflow consumed the tokens. This brings financial clarity to the chaotic world of AI, turning a black box of spending into a transparent ledger. Finance can finally say "yes" without a panic attack.

Team Sharing and Role-Based Access Control

A single agent is a powerful tool, but a fleet of agents shared across teams is a civilization. Agyn enables you to share agents safely across your organization with granular, role-based access control. You can give the Marketing team access to the "Content Generator" agent, the Support team access to the "Ticket Responder," and keep the "Database Admin" agent locked away for the Platform team only. Complete audit logs track every interaction, ensuring that as adoption grows, governance remains ironclad. It turns a personal assistant into a shared company asset.

Deploying a Production Data Analyst Agent

Imagine a Data Analyst agent that needs to query a live production database behind a corporate VPN. Without Agyn, it is a dead end. With Agyn, you deploy the agent directly into your VPC, granting it read-only access to the database. The Policy Gate ensures it cannot write data or send emails. You set a strict budget and share the agent with the Finance and Sales teams. They can now ask complex questions about quarterly sales data in real-time, getting instant, secure reports without a single SQL query leaving the safe confines of the network.

Creating a Secure Code Reviewer Bot

Your engineering team wants a Codex-powered agent that can review pull requests, but they are terrified of it leaking code or emailing external partners. Agyn solves this. You define the agent's scope to "read repos" and "comment on PRs." The Policy Gate blocks any attempt to "send email" or "browse the web." You deploy it with GitOps, so the agent's configuration is version-controlled. Now, every PR gets a review from a tireless, secure AI assistant that cannot accidentally share your secret sauce with the world.

Enabling a Self-Service Support Agent

Your customer support team, which is non-technical, needs an AI agent to reply to tickets. You build a "Support Agent" with read access to the ticket database and the ability to send emails to internal domains only. You share this agent with the entire support team via Agyn's role-based access. They simply log in and start using it. The Policy Gate blocks any attempt to query user records or external email addresses. The IT team sleeps soundly, knowing the agent is sandboxed, and the support team gets a superpower.

Governing a Fleet of Research Agents

Your company wants to deploy multiple "Researcher" agents to explore the web for competitive intelligence. The risk of prompt injection is high. Agyn's Policy Gate acts as a shield. It uses a "Planner/Executor split" policy, meaning the agent can plan a web search but cannot directly execute it without a human check. It also "sanitizes feedback," stripping out any injected instructions found on a webpage. Each researcher gets a small budget, and their actions are logged. You have turned a chaotic, dangerous web crawl into a disciplined, monitored intelligence-gathering operation.

How does Agyn protect against prompt injection attacks?

Agyn uses a multi-layered defense. First, it employs a "Secrets Vault" that keeps API keys and database credentials hidden from the model's context, so even if an injection occurs, the attacker cannot steal secrets. Second, its "Policy Gate" includes a "Sanitize feedback" policy that strips out any instructions embedded in external content (like a webpage or an email reply) before they reach the model. This prevents the model from being tricked into following malicious commands hidden in the data it processes.

Can Agyn work with any AI model and agent framework?

Yes. Agyn is model-agnostic and agent-agnostic. It works with any large language model, including Claude, GPT-5, Gemini, and open-source models. It also works with any agent framework, from Claude Code and Codex to custom-built agents using LangChain or CrewAI. Agyn provides the management and security layer on top, regardless of what is underneath. It treats the agent as a black box and focuses on governing its access, budget, and actions.

Is Agyn open-source and how do I get started?

Yes, Agyn is open-source and Kubernetes-native. You can get started by cloning the bootstrap repository from GitHub. The command is simple: git clone https://github.com/agynio/bootstrap, then cd bootstrap and ./apply.sh -y. This will deploy the Agyn management layer into your Kubernetes cluster. For those who prefer a managed solution, Agyn Cloud is also available. The open-source nature ensures you can inspect, modify, and self-host the entire platform.

How does Agyn handle cost tracking and budget limits?

Agyn provides per-agent tracking. When you deploy an agent, you can assign it a specific budget (e.g., $50 per month). The platform tracks every token consumed by that agent and attributes the cost to the agent and its associated team. You can set up usage alerts to be notified when an agent hits a certain percentage of its budget (e.g., 80% and 100%). If the budget is exceeded, the agent can be automatically paused, preventing runaway costs. This gives Finance granular control over AI spending.