Basic Usage

Day-to-day usage of Queue Autoscale for Laravel, from install to alerting.

Start here (in this order)

1. Installation — install and publish config
2. Quick Start — get one queue autoscaled in 5 minutes
3. Queue Topology — when to use per-queue vs. groups vs. exclusive vs. excluded
4. Configuration — the full config reference (only when you outgrow the defaults)

Most-used recipes

• Alerting via Log / Slack / Email — paste-and-go event listeners
• Event Handling — the full list of events the autoscaler emits
• Workload Profiles — the six shipped profiles + when to pick each

Running in production

• Deployment — platform-specific guides (self-hosted VPS, Forge, Ploi, Docker)
• Monitoring — what to watch, what's normal
• Failure Fuse — the circuit breaker that stops the autoscaler scaling into a downstream outage
• Cluster Scaling — run multiple autoscale managers with Redis-backed coordination
• Troubleshooting — symptom → diagnosis → fix
• Performance — tuning knobs that matter

Going deeper

• How It Works — the hybrid predictive algorithm explained
• Integrations & Developer Hooks — facade APIs, cluster JSON, and lifecycle events for monitor packages
• Custom Strategies — replace any algorithm with your own
• Scaling Policies — the shipped policies and how to write your own
• Algorithms — the math behind Little's Law, backlog drain, forecasting