Deterministic Ai Python Packages

gobby

The bottleneck in AI coding isn't the model: It's the babysitting. Gobby is a local daemon that turns a task into a PR across Claude Code, Codex, Gemini, Qwen, and Droid. Stage dispatch, hook-time rules, progressive MCP proxy, and more. Gobby built Gobby: ~5K commits, ~15K completed tasks and counting.

4K 18 4

csl-core

CSL-Core: Deterministic Safety Layer for Probabilistic AI Systems

1K 12 9

qwed

The Deterministic Verification Protocol for AI - 11 verification engines for math, logic, code, SQL, facts, images, and more. Now with Agentic Security Guards.

831 55 8

junai-mcp

junai is 'Just Un-AI' routing with full AI power. Your agents stay smart. Your pipeline stays predictable. Deterministic agent pipeline for VS Code + GitHub Copilot. A Python state machine routes 23 specialised AI agents through 9 stages — no hallucinated routing, git-blameable transitions.

815 0 0

condensate

Official Python Client for Condensate Memory System

794 0 0

cognitive-orchestra

USD Composition Semantics for AI Agent Orchestration - A 7-agent async orchestration system applying Pixar's LIVRPS composition semantics to cognitive state management

195 0 0

axiom-apex

Plan-deterministic agent runtime. Schema-validated execution contracts, bounded tool invocation, blast-radius policy enforcement, and benchmark-driven self-optimization (BDSO). Python 3.11+ · Gemini 2.5 Flash · MIT

133 1 1

iflow-mcp-gobbyai-gobby

127 18 4

santok

Deterministic reasoning substrate for LLM-based systems

110 0 0

qisa-consensus-engine

Deterministic multi-perspective AI consensus engine with cryptographic trace verification and formal convergence guarantees.

105 0 0

opensymbolicai-core

Build LLM-powered systems as typed, testable Python software — not prompt strings

8 24 9

santok-complete

Deterministic reasoning substrate for LLM-based systems

2 0 0