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Source channel @githubtrending · Post #15558 · Mar 12

#python#agentic_ai#agents#memory Hindsight is a top agent memory system that helps AI agents learn over time by storing facts, experiences, and mental models like human memory, beating rivals on LongMemEval benchmarks with 91.4% accuracy. Add it easily with 2 lines of code via Python or Node.js clients, using simple retain, recall, and reflect operations for Docker or embedded setups. You benefit by building smarter, consistent agents that reduce errors, cut hallucinations, handle long-term tasks, and personalize chats—saving time and boosting performance in production. https://github.com/vectorize-io/hindsight

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@githubtrending · Post #14902 · 07/03/2025, 12:00 AM

#go#tailscale#tailscale_control_server#tailscale_server#wireguard Headscale is an open-source, self-hosted alternative to the Tailscale control server, letting you create your own private VPN network using Wireguard technology. It supports key Tailscale features like node registration, DNS, file sharing (Taildrop), access control lists (ACLs), and more, making it ideal for personal or small group use. By running Headscale yourself, you gain full control over your network without relying on Tailscale’s servers, enhancing privacy and customization. You can manage access precisely with ACLs, tag devices for group policies, and use modern VPN benefits like NAT traversal and secure connections between your devices[1][3][5]. This helps you securely connect and control your devices in a private network tailored to your needs. https://github.com/juanfont/headscale

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@githubtrending · Post #14959 · 07/14/2025, 01:00 PM

#javascript#cheerp#cheerpx#cpp#lwip#repl#tailscale#vm#wasm#webassembly#webvm#xterm_js WebVM lets you run a full Linux system directly in your web browser without needing a server. It uses a special engine called CheerpX to safely run unmodified Linux programs by converting x86 code to WebAssembly. You get a real Debian Linux environment with many tools, and it supports networking through Tailscale VPN, so your browser VM can connect securely to the internet. You can also customize and deploy your own WebVM easily using GitHub, making it great for development, testing, or learning Linux without installing anything. This means you can have a powerful, private Linux machine anytime, anywhere, just in your browser[1][2][3]. https://github.com/leaningtech/webvm