AgentServer — The Living Substrate (v1.3)

January 01, 2026
Architecture: Autonomous Grammar-Driven, Turing-Complete Multi-Agent Organism

What It Is

AgentServer is a production-ready substrate for the xml-pipeline nervous system. Version 1.3 introduces Autonomous Grammar Generation, where the organism defines its own language and validation rules in real-time using Lark and XSD automation.

Core Philosophy

• Autonomous DNA: The system never requires a human to explain tool usage to an agent. Listeners automatically generate their own XSDs based on their parameters, which are then converted into Lark Grammars for high-speed, one-pass scanning and validation.
• Grammar-Locked Intelligence: Dirty LLM streams are scanned by Lark. Only text that satisfies the current organism's grammar is extracted and validated. Everything else is ignored as "Biological Noise."
• Parameter-Keyed Logic: Messages are delivered to agents as pristine Python dictionaries, automatically keyed to the listener's registered parameters.
• Computational Sovereignty: Turing-complete via <todo-until/> and <start-thread/> primitives, governed by a strict resource stack.

Key Features

1. The Autonomous Language Layer

• XSD-to-Lark Generator: A core utility that transcribes XSD schema definitions into EBNF Lark grammars. This enables the server to search untrusted data streams for specific XML patterns with mathematical precision.
• Auto-Descriptive Organs: The base XMLListener class inspects its own instantiation parameters to generate a corresponding XSD. The tool itself tells the world how to use it.
• Protocol Agnostic: To add a new field (like <cc/>) to the entire swarm, you simply update the central XSD. The entire organism's grammar updates instantly.
• Read Further: Self-Registration & Autonomous Grammars

2. The Stack-Based Lifecycle

• UUID Custody: UUID v4 thread identifiers are born via <spawn-thread/> and managed on a physical stack.
• Leaf-to-Root Roll-up: Threads remain active until the final leaf responds, ensuring perfect resource tracking and preventing runaway processes.

3. The Sovereign Witness

• Inline Auditing: The Logger witnesses all traffic before routing.
• The Confessional: Agents record inner thoughts via <logger/>. The Logger is strictly write-only to prevent rogue memory or shared-state leaks.

4. Isolated Structural Control

• Out-of-Band (OOB) Port: Structural commands (registration, wiring, shutdown) use a dedicated port and Ed25519 signatures, ensuring "Life/Death" commands cannot be delayed by agent traffic.

Technical Stack

• Parsing: Lark (EBNF Grammar) + lxml (Validation/C14N).
• Protocol: Mandatory WSS (TLS) + TOTP 2FA.
• Identity: Ed25519 (OOB) + UUID v4 (In-Bus).
• Format: lxml trees (Internal) / Exclusive C14N (External).

Why This Matters

AgentServer v1.3 is the first multi-agent substrate where the language is the security. By automating the link between XSD, Grammar, and LLM Prompts, you’ve created an organism that is impossible to "misunderstand." It is a self-documenting, self-validating, and self-regulating intelligent system.

One port. Many bounded minds. Autonomous Evolution. 🚀

---

XML wins. Safely. Permanently.