I'm building an AI model aggregator called Chat Labs 1AI. These are my notes on getting 250+ different language models to play nicely together, and the weird things I discovered along the way.
Integrated 50 new models including Claude 4 Opus, DeepSeek V3, and Gemini 2.5 Pro. I tested each one on real tasks—coding, reasoning, image analysis. Here are my notes on integration challenges, performance differences, and which models are genuinely worth using.
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Built shareable conversation links that turn individual AI discoveries into team knowledge. One prompt becomes 100 solutions. Teams save hours daily by sharing proven workflows instead of reinventing them.
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Custom instructions are your AI's training manual. Set your role, preferences, and goals once—then every model adapts automatically. Stop repeating yourself and get perfect responses tailored to your exact needs.
Read moreI write when I ship something interesting or figure out something that was bugging me. Maybe twice a month? No tracking pixels, no growth hacks, just updates about what I'm building.
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