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Testing and Monitoring LLM Applications in Production
How to test code that calls a language model: mock the client, check properties instead of exact strings, run a small eval set on every prompt change, and log tokens and timing for every call.
· JetThoughts Team
Ruby on Rails Development Cost: What Drives the Price
What drives the cost of a Ruby on Rails project: scope, team seniority, location, timeline, integrations and upkeep. Includes a method to build your own estimate from hours and rates.
· Paul KeenRails 7 upgrade guide: Step-by-step migration from Rails 6
Stuck on Rails 6 while Rails 7 offers amazing performance improvements? Here's your complete guide to upgrading safely with zero downtime.
· JetThoughts TeamRails API Architecture Patterns That Hold Up at Scale
Building a Rails API that scales from thousands to millions of requests? Our complete guide covers authentication, serialization, rate limiting, and proven scaling patterns.
· JetThoughts TeamRuby memory management best practices for large applications
Memory leaks killing your app's performance? Learn how to optimize Ruby memory usage, prevent leaks, and build memory-efficient Rails applications that scale.
· JetThoughts TeamRuby on Rails Testing Strategy, From Unit to Integration
Tired of bugs slipping through to production? Here's your complete guide to building a comprehensive Rails testing strategy that catches issues before your users do.
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