gastown

al defense mechanism: the Byzantine MCP Router (BMR). It acts as middleware that establishes a 1:R:N topology. Rather than relying on a single model, it sends the MCP tool request via multicast to several different base models. To ground the theory in real-world engineering, the paper includes a case study on Steve Yegge's recently released "Gas Town" orchestration framework for Claude Code (https://github.com/steveyegge/gastown). It demonstrates how persistent Git-hook memory in standard hierarchical topologies creates a permanent incubator for agentic worms if a worker agent's context is hijacked. Key concepts: 1. Action-Space Consensus: High-dimensional vector embeddings are used to find a semantic consensus strictly based on the intent of the tool calls, inherently blocking prompt injections that diverge from the quorum. 2. Extended Petri Nets (EPN): Inhibitory arcs can guarantee true human-in-the-loop accountability, preventing "fake accountability". 3. The Morpheus Principle: A quarantine routing mechanism isolates extreme outliers (which could be constructive, creative anomalies rather than just errors) for human review. Since the arXiv index takes a while, you can find the full updated paper (v7 PDF), the source code, and high-res architectural diagrams in the GitHub repo here: https://github.com/wdulz/byzantine-mcp-router I would love to get your technical feedback.

personal experience, or link various comments on HN, or point you to blogs like https://ghuntley.com/real/ (which also talks about the origanizational impedance mismatch for AI), but actual code would be a better data point. So there are some open-source projects worth looking at, but they are typically dismissed because they look so weird to us. Here's two mostly vibe-coded (as in, minimal code review, apparently) projects that people shredded for having weird code, but is already used by 10s of 1000s of people, up to 11 - 18K stars now. Look at the commit volume and patterns for O(300K) LoC in a couple of months, mostly from one guy and his agent: https://github.com/steveyegge/beads/graphs/commit-activity https://github.com/steveyegge/gastown/graphs/commit-activity It's like nothing we've seen before, almost equal number of LoC additions and deletions, in the 100s of Ks! It's still not clear how this will pan out long term, but the volume of code and apparent utility (based purely on popularity) is undeniable.