Nginx Rate Limiting Zones vs Application Level Throttling
Nginx rate limiting is best for cheap, coarse protection at the edge, such as limiting requests per IP address before they reach your application. Application...
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Git Monorepo vs Polyrepo Trade Offs for Small Engineering Teams
For most small engineering teams, a monorepo is the simpler default, because it makes code sharing, atomic changes, and consistent tooling easy. A polyrepo...
Python Structured JSON Logging Best Practices for Production Services
Structured logging in Python means emitting each log entry as a machine-readable record, usually JSON, with consistent field names instead of free-form text....
Go Gin Centralized Error Handling Middleware vs Per Handler Responses
Centralized error handling in Gin means handlers record errors with c.Error and a middleware converts them into consistent HTTP responses. Per handler...
Go Gin Context Timeouts and Cancellation Propagation to Databases
In a Gin handler, pass c.Request.Context() to every database and outbound call, and wrap it with context.WithTimeout to enforce a deadline. When the client...
Go Gin Graceful Shutdown for Long Running Requests
To shut down a Gin application gracefully, run the server with http.Server, listen for SIGTERM and SIGINT, and call Shutdown with a timeout context. Shutdown...
Nginx Real IP Header Trust With Multiple Load Balancers
Multiple forwarding proxies can make a request's apparent client address ambiguous. Reliable production systems require documented behavior under concurrency,...
Nginx Upstream Retry Policies for Non Idempotent Requests
Retries after network failures can duplicate mutations when a backend has already completed a write. Reliable production systems require documented behavior...
Nginx Connection Limits vs Request Rate Limits for APIs
Connection concurrency controls and request frequency limits protect against different types of service overload. Reliable production systems require...