Bastion
CI Environment Monitor: Container Registry & CI/CD Dependency Drift Watchdog
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 (Bastion)
Direct integration contract for Bastion. Deployable as a native microservice or imported directly into your agent runtime.
"""
Bastion: CI Environment Monitor & Ephemeral Runner Garbage Collector
"""
from typing import List
from pydantic import BaseModel
class RunnerPod(BaseModel):
pod_id: str
memory_usage_mb: int
elapsed_runtime_min: int
status: str
class CleanupDirective(BaseModel):
pods_terminated: List[str]
memory_reclaimed_gb: float
cluster_healthy: bool
class BastionCIMonitor:
def __init__(self, max_runtime_min: int = 45, oom_threshold_mb: int = 7000):
self.max_runtime_min = max_runtime_min
self.oom_threshold_mb = oom_threshold_mb
def sweep_cluster(self, pods: List[RunnerPod]) -> CleanupDirective:
terminated = []
reclaimed_mb = 0
for pod in pods:
if pod.elapsed_runtime_min > self.max_runtime_min or pod.memory_usage_mb > self.oom_threshold_mb:
terminated.append(pod.pod_id)
reclaimed_mb += pod.memory_usage_mb
return CleanupDirective(
pods_terminated=terminated,
memory_reclaimed_gb=round(reclaimed_mb / 1024.0, 2),
cluster_healthy=(len(terminated) < len(pods) / 2)
)
Production Failure Modes Addressed
Continuous Integration pipelines break frequently due to undocumented environment changes inside production container registries.
Manually pinning every sub-dependency hash value or executing tedious local staging tests before triggering minor merges.
Bastion monitors CI runner resource contention, memory leaks, and environment drift across build fleets, auto-isolating failing workers before they contaminate shared build artifacts.
Autonomous State Machine & OTel Telemetry
Interactive trace visualizer showing ingress gating, in-memory state transition, and OTel emission.
Zombied Docker Process & TCP Socket Liveness Probe
Ephemeral Runner Garbage Collector & OOM Guard
Runner Pool Health & Node Capacity Certifier
GitHub Actions Webhook & Slack Incident 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 Bastion 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.