
Flux
API Rate Limiter: Adaptive Token-Bucket Rate Limiter & Fallback Shipping Calculator
Autonomous Multi-Model Adversarial Fuzzing Certified
Continuous stress-testing against prompt injections, cyclic parameter drift, and upstream rate limits via Llama 3.3 70B & DeepSeek-R1 (Autonomous Fuzzing).
Production Runtime Specification (Flux)
Direct integration contract for Flux. Deployable as a native microservice or imported directly into your agent runtime.
"""
Flux API Rate Limiter: In-Memory Sliding-Window Token Bucket
"""
import time
from typing import Dict, Tuple
from pydantic import BaseModel
class RateLimitDecision(BaseModel):
allowed: bool
remaining_tokens: float
retry_after_sec: float
tenant_id: str
class FluxRateLimiter:
def __init__(self, capacity: float = 100.0, refill_rate_per_sec: float = 10.0):
self.capacity = capacity
self.refill_rate = refill_rate_per_sec
self.tenants: Dict[str, Tuple[float, float]] = {}
def acquire(self, tenant_id: str, cost: float = 1.0) -> RateLimitDecision:
now = time.time()
tokens, last_refill = self.tenants.get(tenant_id, (self.capacity, now))
# Calculate accrued tokens
delta = now - last_refill
tokens = min(self.capacity, tokens + delta * self.refill_rate)
if tokens >= cost:
tokens -= cost
self.tenants[tenant_id] = (tokens, now)
return RateLimitDecision(allowed=True, remaining_tokens=tokens, retry_after_sec=0.0, tenant_id=tenant_id)
else:
deficit = cost - tokens
retry_after = deficit / self.refill_rate
self.tenants[tenant_id] = (tokens, now)
return RateLimitDecision(allowed=False, remaining_tokens=tokens, retry_after_sec=round(retry_after, 2), tenant_id=tenant_id)
Production Failure Modes Addressed
Third-party shipping and payment APIs fail during high-traffic checkout surges because the store exceeds strict carrier rate limits, causing cart drops.
Implementing manual request queuing logic or building custom fallback shipping rate calculators inside checkout scripts.
Flux implements an asynchronous sliding-window token bucket governor directly upstream of external APIs. It intercepts 429 warnings, queues burst traffic with jittered exponential backoffs, and prevents rate-limit cascade failures during peak checkout volumes.
Autonomous State Machine & OTel Telemetry
Interactive trace visualizer showing ingress gating, in-memory state transition, and OTel emission.
Sliding Token Bucket with Continuous Refill Engine
Adaptive Burst Interceptor & Concurrency Cap
Tenant Isolation & Fair-Share Tier Allocator
Cloud Armor & Envoy Proxy HTTP 429 Header Egress
Enterprise Runtime Specifications & SLA
Zero Data Retention (ZDR) Architecture
Operates strictly in-memory. Prompts and tool arguments are zeroized immediately following circuit evaluation.
VPC & Google Cloud Run Topologies
Deployable as an ephemeral sidecar, containerized Cloud Run microservice, or in-process Python/TS library.
Deterministic Circuit Breaker SLA
99.95% production uptime commitment with automatic graceful degradation on upstream LLM provider outages.
Open-Spec Code Ownership
Full Apache-2.0 core licensing. You maintain absolute ownership of your deployed infrastructure and workflows.
Production Benchmark Telemetry
Empirical test telemetry from continuous integration regression suites.
Deploy Flux to Your Production Cluster
Explore the open-source specification on GitHub or connect with our engineering team to deploy a private, dedicated sandbox cluster on Google Cloud.