Product Updates Articles

• Bring Your Own Key: Run Any OpenRouter Model in an Ensemble — AI Crucible's new Connect tier lets you bring an OpenRouter key and run any model in an ensemble, unmetered. We ran two OpenRouter-only models head to head.
• What's New in AI Crucible: June 2026 Feature Roundup — Five new AI Crucible features: bring-your-own-key models, large-PDF search, web grounding on every tier, per-run reasoning control, and agreement scoring.
• AI Crucible Is Now Open: Our Journey from Closed Beta to Public Launch — AI Crucible drops the invitation code. After months of closed testing, 52 articles, and 7 ensemble strategies, the multi-model AI platform is open to everyone.
• AI Crucible API: Complete Integration Guide — Complete reference for the AI Crucible API. Learn how to integrate ensemble AI strategies, manage API keys, and track usage with OpenAI-compatible endpoints.
• Performance Optimizations: Faster, Cheaper, More Reliable — Automated optimizations reduce costs by 40-60%, enable 2x more rounds, and eliminate context errors. Learn how AI Crucible improves your workflow.
• Simplified Chat View: Streamlined AI Analysis — Learn how to use AI Crucible's Simplified Chat View for cleaner conversations while keeping detailed model analysis available when you need it.
• Ensemble AI Evals User Feedback — Learn how AI Crucible captures your feedback to improve recommendations and help you identify which models and strategies work best for your needs.
• AI Crucible Strategy Improvements: New Features for Better Results — Discover new AI Crucible features including configurable attack techniques, confidence scoring, diversity preservation, and bi-directional feedback for improved ensemble results.