Platform & ObservabilityObservability Overview

Platform & Observability

Aerostack isn’t just a development tool; it’s a production-grade operations platform. We provide deep visibility into your edge functions, databases, and core primitives without any manual instrumentation.

Built-in Visibility

Unlike traditional setups where you need to install agents (Datadog, New Relic), Aerostack’s observability is Native. Every request is automatically traced and measured.

Real-time Metrics

Track P50, P95, and P99 latencies across all your endpoints. Monitor request volume and error rates in real-time.

Distributed Tracing

Follow a single request as it hits your API, queries the database, calls an AI model, and returns to the user.

Log Management

Aerostack aggregates logs from all your edge functions into a single, searchable stream.

  • Real-time Tail: Watch logs live via the Admin Panel or CLI (aerostack logs --tail).
  • Structured Search: Filter by project, environment, user ID, or custom correlation keys.
  • AI-Powered Analysis: Integrated LLMs analyze error spikes and suggest fixes based on your code context.

Example Structured Log

{
  "timestamp": "2024-03-20T10:00:00Z",
  "level": "ERROR",
  "project": "my-shop",
  "trace_id": "8870a9a6",
  "message": "Database connection timeout in hook 'beforeSignup'",
  "context": {
    "db_provider": "postgres",
    "region": "FRA"
  }
}

Performance Guardrails

The platform automatically identifies and mitigates performance bottlenecks:

  1. Cache Efficiency: Visualizes your hit/miss ratio for sdk.cache calls.
  2. Database Health: Monitors long-running queries and suggests indexes via the AI Assistant.
  3. Cold Start Tracking: Measures the impact of worker isolation and code size on your response times.

Security Observability

Every administrative action and security-sensitive event is logged in your Audit Trail.

  • API Key Usage: Track which keys are being used and from where.
  • Permission Changes: Detailed logs of who changed which project settings.
  • Rate Limit Hits: Visualize where spike traffic is coming from.
Connecting to APIIntroduction