Mission: Build a Logging Infrastructure
Implement structured centralized logging with search, alerting, and retention policies across all services.
Mission Overview
This mission deploys a specialized AI squad to handle set up centralized logging. Your squad of 3 specialized agents works in parallel, delivering results in 1-2 weeks.
When production incidents occur, centralized logging is the difference between a ten-minute diagnosis and a ten-hour guessing game. This mission deploys your AI squad to implement structured centralized logging across all your services with search and filtering, log-based alerting, retention policies, and correlation IDs that trace individual requests across your entire system. Forge implements structured log format standards, sets up the aggregation pipeline using ELK, Datadog, or Logtail depending on your volume and budget, and configures retention policies with 30 days of hot storage, 90 days warm, and one year cold for compliance. The squad implements correlation IDs that propagate through every service call, making it trivial to trace a single user request across microservices, databases, and external APIs. ShipSquad logging infrastructure goes beyond capturing text to providing actionable intelligence. Log-based alerting catches error patterns before they escalate, structured formats enable precise querying, and the search interface lets your team find the exact log entry they need in seconds. The mission delivers in 1-2 weeks with every service producing structured, searchable, correlated logs that accelerate incident resolution.
What You Get
- ✓ Structured log format standards
- ✓ Centralized log aggregation
- ✓ Search and filtering interface
- ✓ Log-based alerting rules
- ✓ Retention and archival policies
- ✓ Correlation IDs for request tracing
Your AI Squad
Frequently Asked Questions
What logging stack do you recommend?▾
ELK (Elasticsearch, Logstash, Kibana) for self-hosted, or Datadog/Logtail for managed solutions — depends on volume and budget.
How much log data should I keep?▾
We recommend 30 days of hot storage for active debugging, 90 days warm for investigation, and 1 year cold for compliance.
How do you correlate logs across services?▾
We implement correlation IDs that propagate through every service call, making it easy to trace a single request across your entire system.