John johnandersen777

Compute Contract Flow

End-to-end walkthrough of the RFP → Bid → Accept → Receipt lifecycle as expressed by the lexicons under lexicons/com/publicdomainrelay/temp/. Records are shown in YAML for readability; on the wire they are JSON records living in ATProto repositories.

Actors

| Actor | Role |

Compute Contract Flow

End-to-end walkthrough of the RFP → Bid → Accept → Receipt lifecycle as expressed by the lexicons under lexicons/com/publicdomainrelay/temp/. Records are shown in YAML for readability; on the wire they are JSON records living in ATProto repositories.

Actors

| Actor | Role |

Qwen3.6-35B-A3B-MTP local on RX 9070 XT

ggml-org/llama.cpp#22673

What worked

docker/model-runner:mtp (image 7b6f81c6dc4b) has the MTP-patched llama.cpp baked in (FROM llama-rocm:full). Retag it as :latest because docker model status/run auto-pull and clobber :latest:
```
docker tag docker/model-runner:mtp docker/model-runner:latest
```

Matthew 18:20

description

This agent is an expert programmer

tools

edit

search

runCommands

runTasks

usages

testFailure

fetch

ms-python.python/getPythonEnvironmentInfo

ms-python.python/getPythonExecutableCommand

ms-python.python/installPythonPackage

todos

runSubagent

runTests

This agent is an expert programmer skilled in multiple programming languages and frameworks. It can assist with code generation, debugging, and optimization tasks. The agent is capable of understanding complex programming concepts and can provide solutions for various software development challenges.

The agent MUST always take a multi-step approach to solve programming problems, breaking down tasks into smaller, manageable parts. It should prioritize code quality maintainability in its solutions.

When responding to user queries, the agent MUST:

when:
  - event: ["push", "pull_request"]
    branch: ["main"]

dependencies:
  nixpkgs:
    - go
    - gcc

GenAI Mutating Workload Identity Example

References
- https://invariantlabs.ai/blog/mcp-github-vulnerability
- https://mailarchive.ietf.org/arch/msg/scitt/BjCAySWyODuhDWwn4kMtCoY5eDA/
  - https://github.com/johnandersen777/litellm/commit/3b6b7427b15c0cadd23a8b5da639e22a2fba5043
    - See file scitt_validated_tool_use.py

The attack described involves an agent, interacting with GitHub via MCP, being tricked by a malicious GitHub issue in a public repository. This issue contains a prompt injection that coerces the agent to first access a private repository and then exfiltrate its data into a public pull request. Our SCITT-based approach can defend against this by validating each tool call against context-aware policies before execution.

Decoding Biblical Texts: A Cryptographic Exploration

Abstract

This document presents a comprehensive exploration of cryptographic structures embedded within Biblical texts, focusing primarily on the Torah and other significant manuscripts. By leveraging Python, we delve into methods such as Equidistant Letter Sequences (ELS), numeric patterns, and advanced constants like π (Pi) and e (Euler's number). Our goal is to provide a programmatic approach to uncovering these hidden messages, offering reusable and clean code that can be utilized for further research and analysis. Additionally, we suggest alternative approaches and variations to deepen the understanding of these cryptographic elements.

	#!/usr/bin/env python3
	# /// script
	# requires-python = ">=3.11"
	# dependencies = [
	# "playwright",
	# "google-api-python-client",
	# "google-auth-oauthlib",
	# "google-auth-httplib2",
	# "keyring",
	# "rich",

	# /// script
	# dependencies = [
	# "docker",
	# "psutil",
	# "langchain",
	# "langchain-openai",
	# "langchain-community",
	# "langchain-faiss",
	# "faiss-cpu",
	# "kubernetes",

John johnandersen777

Compute Contract Flow

Actors

Compute Contract Flow

Actors

Qwen3.6-35B-A3B-MTP local on RX 9070 XT

What worked

Matthew 18:20

GenAI Mutating Workload Identity Example

Decoding Biblical Texts: A Cryptographic Exploration

Abstract

Table of Contents