kaizen-agents 0.9.5

PACT-governed autonomous agent engines built on Kailash Kaizen SDK

kaizen-agents

PACT-governed autonomous agent engines built on the Kailash Kaizen SDK.

Architecture

Layer 1: PRIMITIVES (kailash-kaizen) — deterministic, no LLM
Layer 2: ENGINES    (kaizen-agents)  — LLM judgment        ← this package
Layer 3: ENTRYPOINTS (kz CLI, aegis) — human interface

kaizen-agents provides the LLM-driven intelligence layer on top of kailash-kaizen primitives (Signature, BaseAgent, memory, tools).

Installation

pip install kaizen-agents

This automatically installs kailash-kaizen and kailash-pact as dependencies.

Quick Start

from kaizen_agents import Agent

agent = Agent(model="claude-sonnet-4-6", budget_usd=5.0)
result = await agent.run("Analyze this codebase")

What's Included

Specialized Agents

ReAct, RAG, Tree-of-Thoughts, Chain-of-Thought, planning, vision, audio, streaming, batch processing, and more.

Multi-Agent Patterns

Debate, supervisor-worker, consensus, ensemble, pipeline, sequential, parallel, handoff, blackboard.

Journey Orchestration

Multi-pathway user journeys with LLM-based intent detection and context accumulation.

Orchestration Engine

Planner (designer, composer, decomposer), protocols (delegation, escalation, clarification), recovery (diagnoser, recomposer), monitoring.

PACT Governance

GovernedSupervisor with accountability tracking, budget enforcement, clearance checks, cascade governance.

Delegate

Autonomous TAOD engine (Think-Act-Observe-Decide) for CLI and interactive agent applications.

License

Apache 2.0 — Terrene Foundation