evaluation7 min read
AI Evaluation Frameworks — LLM-as-Judge, DeepEval, and Automated Testing
Build automated evaluation pipelines with LLM-as-judge, DeepEval metrics, and RAGAS to catch quality regressions before users see them.
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496 articles
feature-flags8 min read
AI Feature Flags — Safely Rolling Out LLM Features to Production Users
Learn how to use feature flags to safely roll out LLM features, implement percentage-based rollouts, and build kill switches for AI-powered capabilities.
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feature-flags8 min read
Feature Flags for AI Systems — Model Switching, Gradual Rollout, and Kill Switches
Feature flags for AI: model switching, percentage rollouts, targeting rules, cost kill switches, A/B testing, OpenFeature SDK integration, and per-flag quality metrics.
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litellm8 min read
AI Gateway With LiteLLM — Unified Interface for 100+ LLM Providers
Deploy LiteLLM as your AI gateway. Route requests across OpenAI, Anthropic, Cohere, self-hosted models. Implement fallback, rate limiting, and budget controls.
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security7 min read
Security Risks of AI-Generated Code — What Copilot and Cursor Get Wrong
Why AI code generators introduce security vulnerabilities, how to audit AI-generated code, and techniques to prompt LLMs for security-first implementations.
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