Multi Agent QA: Three Roles, One Document
Multi agent QA splits finding bugs from fixing them, because an agent that implements its own findings rationalises them. Here is the workflow we run.
The ChatFuse Blog
Product updates and insights
Deep dives, release notes, and lessons from the team building ChatFuse.
Rate Limiting Without Storing Who You Are
API rate limiting usually stores a user ID or IP as the key. Here is how ChatFuse throttles abuse without any identifier ever reaching the limiter.
AI Agent Write Actions: The Confirmation Gate
AI agent write actions are the moment an assistant stops reading and starts doing. Here is the confirmation boundary we built so a model cannot send on its own.
Fable 5 vs GPT-5.6 Sol: No Single Winner
Fable 5 vs GPT-5.6 Sol: Fable wins on judgment and deep engineering, Sol on cost and agentic coding. Here is which model to use for which job, and why.
How Energy Efficient AI Model Routing Works
Energy efficient AI model routing sends each prompt to the smallest model that can answer it, cutting energy per query 60% to 85% with the same output.
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