Competitions arise from security gaps News about the Linux Root Isabel! But I don't know what the prize money is !🤣 https://copy.golf/

Have a close Look! https://sebastianraschka.com/llm-architecture-gallery/

Working on setting something up with him next week, hope you guys are ready!

See https://github.com/onecli/onecli This is similar to iron proxy (see also), but OneCLI seems to be much more popular. Is one of the IMO interesting tools from the "Personal Claude Assistant" project. OneCLI is an open-source gateway that sits between your AI agents and the services they call. Instead of baking API keys into every agent, you store credentials once in OneCLI and the gateway injects them transparently. Agents never see the secrets. Why we built it: AI agents need to call dozens of APIs, but giving each agent raw credentials is a security risk. OneCLI solves this with a single gateway that handles auth, so you get one place to manage access, rotate keys, and see what every agent is doing. How it works: You store your real API credentials in OneCLI and give your agents placeholder keys (e.g. FAKE_KEY). When an agent makes an HTTP call through the gateway, the OneCLI gateway matches the request to the right credentials, swaps the FAKE_KEY for the REAL_KEY, decrypts them, and injects them into the outbound request. The agent never touches the real secrets. It just makes normal HTTP calls and the gateway handles the swap.