⚡ Supreme AI Reliability Infrastructure · PyPI v0.1.7
The supreme transactional engine for autonomous AI agents.
From hobby builders and indie coders to high-precision medical examination, banking settlements, and flight control — agent-saga v0.1.7 guarantees 99.999% reliability with pre-flight safety gates, anti-hallucination reality anchors, zero-config auto-hooking, and automatic LIFO rollbacks.
pip install agent-saga
Universal Spectrum Coverage
From Hobby Makers & Coders to High-Precision Aerospace.
Whether building an indie side project, auto-refactoring code, executing $10M banking transfers, or diagnosing patient treatments, agent-saga powers mission-critical reliability everywhere.
IoT & Hardware Robotics
Enforces hardware actuator angle limits and battery voltage bounds, preventing physical servo burnout or runaway robot motor commands.
Autonomous Coding & Git Workflows
Wraps AI refactoring and DB migrations in atomic transactions. If automated tests fail, un-installs broken packages and auto-reverts git commits LIFO.
High-Value Wire & Billing
Enforces 3/3 Triple Redundant Consensus before executing multi-million dollar transfers, preventing hallucinated refunds or duplicated wire charges.
Prescription & Diagnosis Safety
Intersects LLM treatment recommendations against strict clinical boundary range rules (0.1mg - 50mg), blocking lethal medication overdose attempts pre-flight.
Flight Telemetry & Actuators
Monitors telemetry data entropy and latency jitter using the Predictive Chaos Sentinel, pre-emptively tripping safety gates before actuator failure cascades occur.
Contract Archival & Audit Logs
Provides tamper-evident SHA-256 hash-chained WORM logs for all agent actions, fulfilling strict SOC2, HIPAA, and PCI-DSS compliance audits out of the box.
Interactive Practical Playground
Practically test your own input data: Before vs. After agent-saga.
Type custom input parameters below. Use the prominent toggle switch to compare how raw AI models crash and corrupt data (BEFORE) versus how agent-saga verifies and auto-restores state (AFTER).
Engineered Innovations
Click any feature to inspect its live code payload & architecture.
🎯 Anti-Hallucination Reality Anchor
Intercepts candidate tool calls, validating arguments against immutable WAL history and pre-flight invariants before side effects hit production APIs.
Click to inspect code →🩺 Mission-Critical 99.999% Consensus
Executes 3 independent verification passes (Schema Structural, Range Boundary, Ledger Consistency) requiring unanimous 3/3 consensus for medical/banking actions.
Click to inspect code →🔮 Speculative Shadow Engine
Captures sub-microsecond pre/post state differentials and auto-synthesizes inverse compensation functions without requiring manually written undo code.
Click to inspect code →🔗 Cross-Domain Agent Entanglement
Binds execution graphs across CrewAI, LangGraph, AutoGen, and OpenAI Agents into a single atomic transaction boundary across network nodes.
Click to inspect code →🛡️ Predictive Chaos Sentinel
Evaluates latency variance and LLM response entropy, pre-emptively tripping safety gates before API failure cascades occur.
Click to inspect code →⚡ Zero-Configuration Auto-Hook
Simply run pip install agent-saga and import agent_saga.auto to auto-attach pre-flight gates across all active framework loops.
Developer Documentation
Quickstart & Integration Reference.
Get started in 30 seconds. Wrap your agent loops in a single decorator or context manager.