mirror of
https://github.com/blackboxprogramming/BlackRoad-Operating-System.git
synced 2026-03-17 05:57:21 -05:00
9644737ba7
## Domain Architecture - Complete domain-to-service mapping for 16 verified domains - Subdomain architecture for blackroad.systems and blackroad.io - GitHub organization mapping (BlackRoad-OS repos) - Railway service-to-domain configuration - DNS configuration templates for Cloudflare ## Extracted Services ### AIops Service (services/aiops/) - Canary analysis for deployment validation - Config drift detection - Event correlation engine - Auto-remediation with runbook mapping - SLO budget management ### Analytics Service (services/analytics/) - Rule-based anomaly detection with safe expression evaluation - Cohort analysis with multi-metric aggregation - Decision engine with credit budget constraints - Narrative report generation ### Codex Governance (services/codex/) - 82+ governance principles (entries) - Codex Pantheon with 48+ agent archetypes - Manifesto defining ethical framework ## Integration Points - AIops → infra.blackroad.systems (blackroad-os-infra) - Analytics → core.blackroad.systems (blackroad-os-core) - Codex → operator.blackroad.systems (blackroad-os-operator) 🤖 Generated with [Claude Code](https://claude.com/claude-code) Co-Authored-By: Claude <noreply@anthropic.com>
95 lines
2.4 KiB
Markdown
95 lines
2.4 KiB
Markdown
# BlackRoad OS - AIops Service
|
|
|
|
> AI-powered operations and automated incident response
|
|
|
|
## Overview
|
|
|
|
The AIops service provides intelligent operational monitoring, automated remediation, and SLO budget management for BlackRoad OS infrastructure.
|
|
|
|
## Features
|
|
|
|
### Canary Analysis (`canary.py`)
|
|
- Compare metric snapshots between baseline and canary deployments
|
|
- Configurable thresholds for latency (p50, p95) and error rates
|
|
- Automatic pass/fail determination
|
|
- Artifact generation for audit trails
|
|
|
|
### Config Drift Detection (`config_drift.py`)
|
|
- Detect configuration changes across environments
|
|
- Severity-based alerting (critical/warning)
|
|
- Baseline comparison for compliance
|
|
|
|
### Event Correlation (`correlation.py`)
|
|
- Rule-based event correlation engine
|
|
- Multi-source event integration (incidents, healthchecks, changes, anomalies)
|
|
- Time-window based pattern matching
|
|
- Root cause identification
|
|
|
|
### Auto-Remediation (`remediation.py`)
|
|
- Runbook-based automated responses
|
|
- Maintenance window enforcement
|
|
- Dry-run execution support
|
|
- Execution blocking for safety
|
|
|
|
### SLO Budget Management (`slo_budget.py`)
|
|
- Error budget calculation and tracking
|
|
- Budget state management (ok/warn/burning)
|
|
- Alert generation for budget exhaustion
|
|
|
|
## Configuration
|
|
|
|
Config files are expected at:
|
|
```
|
|
configs/aiops/
|
|
├── canary.yaml # Canary analysis thresholds
|
|
├── correlation.yaml # Correlation rules
|
|
└── maintenance.yaml # Maintenance windows
|
|
```
|
|
|
|
## Usage
|
|
|
|
```python
|
|
from services.aiops import canary, remediation, slo_budget
|
|
|
|
# Run canary analysis
|
|
result = canary.analyze(base_path, canary_path)
|
|
|
|
# Check SLO budget
|
|
status = slo_budget.budget_status("api-gateway", "7d")
|
|
|
|
# Plan remediation
|
|
plan = remediation.plan(correlations)
|
|
```
|
|
|
|
## Integration
|
|
|
|
### Railway Deployment
|
|
- Service: `blackroad-os-infra`
|
|
- Domain: `infra.blackroad.systems`
|
|
- Health: `GET /health`
|
|
|
|
### Endpoints
|
|
- `POST /v1/aiops/canary` - Run canary analysis
|
|
- `POST /v1/aiops/correlate` - Correlate events
|
|
- `POST /v1/aiops/remediate` - Execute remediation
|
|
- `GET /v1/aiops/slo/:service` - Get SLO budget status
|
|
|
|
## Artifacts
|
|
|
|
All operations generate artifacts in:
|
|
```
|
|
artifacts/aiops/
|
|
├── canary_YYYYMMDDHHMMSS/
|
|
│ ├── diff.json
|
|
│ └── report.md
|
|
├── correlation_YYYYMMDDHHMMSS.json
|
|
├── plan.json
|
|
└── exec_YYYYMMDDHHMMSS/
|
|
├── log.jsonl
|
|
└── summary.md
|
|
```
|
|
|
|
## Source
|
|
|
|
Extracted from: `blackroad-prism-console/aiops/`
|