Zenith
Airtable Scale Manager: Automated High-Volume Archival to MariaDB/Supabase Data Warehouse
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 (Zenith)
Direct integration contract for Zenith. Deployable as a native microservice or imported directly into your agent runtime.
"""
Zenith: Airtable Scale Manager & Postgres Hybrid Archiver
"""
from typing import List, Dict, Any
from pydantic import BaseModel
class ScaleAssessment(BaseModel):
current_record_count: int
should_archive: bool
records_to_offload: int
class ZenithScaleManager:
def __init__(self, ceiling: int = 50000, safety_headroom: int = 5000):
self.ceiling = ceiling
self.threshold = ceiling - safety_headroom
def evaluate_capacity(self, record_count: int) -> ScaleAssessment:
should_offload = record_count >= self.threshold
offload_target = max(0, record_count - (self.ceiling // 2)) if should_offload else 0
return ScaleAssessment(
current_record_count=record_count,
should_archive=should_offload,
records_to_offload=offload_target
)
Production Failure Modes Addressed
Airtable integrations hit strict record caps (50k-100k limits) causing production systems to halt during high-volume operations.
Manually setting up archival bases and writing scripts to shift old records out of operational dashboards.
Zenith implements an intelligent sync proxy that manages Airtable cell limits, rate caps, and schema migrations. It buffers relational mutations and synchronizes state seamlessly with external transactional databases.
Autonomous State Machine & OTel Telemetry
Interactive trace visualizer showing ingress gating, in-memory state transition, and OTel emission.
50k Record Hard Ceiling Monitor & Capacity Guard
5 Requests/Sec Token Bucket Rate-Limit Governor
Postgres Cold Storage Archival & Vacuum Pipeline
Hybrid Read/Write Proxy & Webhook Dispatcher
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 Zenith 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.