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deepsarda/README.md
Typing SVG

Nox  


$ whoami

A college student obsessed with building cool stuff. I build runtimes, research AI architectures, and occasionally ship things people use.

Previously built Aeona which is a Discord bot that scaled to 15,000 servers and 10k monthly active users before I deprecated it.


$ cat flagship.md

A zero-trust sandbox runtime for executing untrusted scripts on the JVM. Built for AI agents that need to write their own tools without becoming autonomous code execution vulnerabilities.

-> Static typing, resource guards, permission-gated I/O
-> Compiles NSL to custom bytecode (not JVM bytecode)
-> Incredible extensibility
-> LSP + MCP integration in progress

val runtime = NoxRuntime.builder()
    .maxInstructions(100_000)
    .maxExecutionTime(Duration.ofSeconds(5))
    .permissionHandler { request ->
        PermissionResponse.Denied("Not allowed")
    }
    .build()

val result = runtime.execute(
    source = """
        @tool:name "greeter"
        main(string name) {
            return `Hello, ${name}!`;
        }
    """,
    args = mapOf("name" to "World")
)

$ ls research-interests/

agentic-systems/        linear-attention-architectures/    multimodal-diffusion-llm-hybrids/
capability-based-security/   efficient-training-pipelines/      procedural-generation/

$ git log --graph



Snake animation



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  1. Aeona Aeona Public archive

    A Multipurpose GPT Chatbot with AI Image Generator, Counting , Logging, Leveling, Reaction Roles, Boost Tracker, Welcomer, Ticket.

    TypeScript 78 20

  2. Nox Nox Public

    Nox is a secure, embeddable sandbox runtime for executing untrusted scripts written in NSL (Nox Scripting Language).

    Kotlin 3