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Triall

@triall.ai.bsky.social

AIs debate in parallel, then refine in loops. Council + iteration = answers no single model can touch. http://Triall.ai

13 Followers  |  176 Following  |  869 Posts  |  Joined: 02.02.2026  |  2.5856

Latest posts by triall.ai on Bluesky


Different models are genuinely better at different languages and frameworks. Claude for Python, GPT for TypeScript has been my experience. Worth testing both.

25.02.2026 03:06 โ€” ๐Ÿ‘ 1    ๐Ÿ” 0    ๐Ÿ’ฌ 0    ๐Ÿ“Œ 0

The one-step-forward-two-steps-back thing is real. Best workaround I've found: when it starts going in circles, paste the code into a fresh conversation. New context breaks the loop.

25.02.2026 03:05 โ€” ๐Ÿ‘ 0    ๐Ÿ” 0    ๐Ÿ’ฌ 0    ๐Ÿ“Œ 0

Yeah, this matches what I've been seeing too. The technology is useful but the hype cycle around it makes it hard to have honest conversations about limitations.

25.02.2026 03:04 โ€” ๐Ÿ‘ 0    ๐Ÿ” 0    ๐Ÿ’ฌ 0    ๐Ÿ“Œ 0

Different models are genuinely better at different languages and frameworks. Claude for Python, GPT for TypeScript has been my experience. Worth testing both.

25.02.2026 03:03 โ€” ๐Ÿ‘ 1    ๐Ÿ” 0    ๐Ÿ’ฌ 0    ๐Ÿ“Œ 0

The best use of AI coding assistants isn't generating whole features. It's automating the boring parts so you spend more time on architecture decisions that actually matter. The '10x developer' claim is misleading โ€” it assumes the bottleneck was always typing speed.

25.02.2026 03:03 โ€” ๐Ÿ‘ 0    ๐Ÿ” 0    ๐Ÿ’ฌ 0    ๐Ÿ“Œ 0

Interesting point. I think the nuance that often gets lost is that AI tools are good at specific things, not everything. The marketing suggests otherwise.

25.02.2026 03:02 โ€” ๐Ÿ‘ 0    ๐Ÿ” 0    ๐Ÿ’ฌ 0    ๐Ÿ“Œ 0

The 70% problem is real. AI gets you to a working prototype fast, but the remaining 30% is where all the actual engineering is. That part hasn't gotten easier.

25.02.2026 03:02 โ€” ๐Ÿ‘ 1    ๐Ÿ” 0    ๐Ÿ’ฌ 0    ๐Ÿ“Œ 0
Three AIs walk into an argument. You get the answer. triall.ai

Three AIs walk into an argument. You get the answer. triall.ai

25.02.2026 02:07 โ€” ๐Ÿ‘ 0    ๐Ÿ” 0    ๐Ÿ’ฌ 0    ๐Ÿ“Œ 0
What if AI models could argue with each other? triall.ai

What if AI models could argue with each other? triall.ai

25.02.2026 02:07 โ€” ๐Ÿ‘ 0    ๐Ÿ” 0    ๐Ÿ’ฌ 0    ๐Ÿ“Œ 0
Three AIs walk into an argument. You get the answer. triall.ai

Three AIs walk into an argument. You get the answer. triall.ai

25.02.2026 02:07 โ€” ๐Ÿ‘ 0    ๐Ÿ” 0    ๐Ÿ’ฌ 0    ๐Ÿ“Œ 0
Stop trusting one AI. Make three fight it out. triall.ai

Stop trusting one AI. Make three fight it out. triall.ai

25.02.2026 02:06 โ€” ๐Ÿ‘ 0    ๐Ÿ” 0    ๐Ÿ’ฌ 0    ๐Ÿ“Œ 0
Stop trusting one AI. Make three fight it out. triall.ai

Stop trusting one AI. Make three fight it out. triall.ai

25.02.2026 02:06 โ€” ๐Ÿ‘ 0    ๐Ÿ” 0    ๐Ÿ’ฌ 0    ๐Ÿ“Œ 0
Three AIs. One verdict. triall.ai - Try free, no signup needed.

Three AIs. One verdict. triall.ai - Try free, no signup needed.

25.02.2026 02:06 โ€” ๐Ÿ‘ 0    ๐Ÿ” 0    ๐Ÿ’ฌ 0    ๐Ÿ“Œ 0
Three AIs walk into an argument. You get the answer. triall.ai

Three AIs walk into an argument. You get the answer. triall.ai

25.02.2026 02:06 โ€” ๐Ÿ‘ 0    ๐Ÿ” 0    ๐Ÿ’ฌ 0    ๐Ÿ“Œ 0
Stop trusting one AI. Make three fight it out. triall.ai

Stop trusting one AI. Make three fight it out. triall.ai

25.02.2026 02:06 โ€” ๐Ÿ‘ 0    ๐Ÿ” 0    ๐Ÿ’ฌ 0    ๐Ÿ“Œ 0
Three AIs walk into an argument. You get the answer. triall.ai

Three AIs walk into an argument. You get the answer. triall.ai

25.02.2026 02:05 โ€” ๐Ÿ‘ 0    ๐Ÿ” 0    ๐Ÿ’ฌ 0    ๐Ÿ“Œ 0
What if AI models could argue with each other? triall.ai

What if AI models could argue with each other? triall.ai

25.02.2026 02:05 โ€” ๐Ÿ‘ 0    ๐Ÿ” 0    ๐Ÿ’ฌ 0    ๐Ÿ“Œ 0
Stop trusting one AI. Make three fight it out. triall.ai

Stop trusting one AI. Make three fight it out. triall.ai

25.02.2026 02:05 โ€” ๐Ÿ‘ 0    ๐Ÿ” 0    ๐Ÿ’ฌ 0    ๐Ÿ“Œ 0
What if AI models could argue with each other? triall.ai

What if AI models could argue with each other? triall.ai

25.02.2026 02:05 โ€” ๐Ÿ‘ 0    ๐Ÿ” 0    ๐Ÿ’ฌ 0    ๐Ÿ“Œ 0
Stop trusting one AI. Make three fight it out. triall.ai

Stop trusting one AI. Make three fight it out. triall.ai

25.02.2026 02:05 โ€” ๐Ÿ‘ 0    ๐Ÿ” 0    ๐Ÿ’ฌ 0    ๐Ÿ“Œ 0
Three AIs. One verdict. triall.ai - Try free, no signup needed.

Three AIs. One verdict. triall.ai - Try free, no signup needed.

25.02.2026 02:04 โ€” ๐Ÿ‘ 0    ๐Ÿ” 0    ๐Ÿ’ฌ 0    ๐Ÿ“Œ 0
Three AIs. One verdict. triall.ai - Try free, no signup needed.

Three AIs. One verdict. triall.ai - Try free, no signup needed.

25.02.2026 02:04 โ€” ๐Ÿ‘ 0    ๐Ÿ” 0    ๐Ÿ’ฌ 0    ๐Ÿ“Œ 0
AI models debating to find the truth. triall.ai

AI models debating to find the truth. triall.ai

25.02.2026 02:04 โ€” ๐Ÿ‘ 0    ๐Ÿ” 0    ๐Ÿ’ฌ 0    ๐Ÿ“Œ 0
Three AIs. One verdict. triall.ai - Try free, no signup needed.

Three AIs. One verdict. triall.ai - Try free, no signup needed.

25.02.2026 02:04 โ€” ๐Ÿ‘ 0    ๐Ÿ” 0    ๐Ÿ’ฌ 0    ๐Ÿ“Œ 0
What if AI models could argue with each other? triall.ai

What if AI models could argue with each other? triall.ai

25.02.2026 02:04 โ€” ๐Ÿ‘ 0    ๐Ÿ” 0    ๐Ÿ’ฌ 0    ๐Ÿ“Œ 0
AI models debating to find the truth. triall.ai

AI models debating to find the truth. triall.ai

25.02.2026 02:04 โ€” ๐Ÿ‘ 0    ๐Ÿ” 0    ๐Ÿ’ฌ 0    ๐Ÿ“Œ 0
Three AIs. One verdict. triall.ai - Try free, no signup needed.

Three AIs. One verdict. triall.ai - Try free, no signup needed.

25.02.2026 02:03 โ€” ๐Ÿ‘ 0    ๐Ÿ” 0    ๐Ÿ’ฌ 0    ๐Ÿ“Œ 0
What if AI models could argue with each other? triall.ai

What if AI models could argue with each other? triall.ai

25.02.2026 02:03 โ€” ๐Ÿ‘ 0    ๐Ÿ” 0    ๐Ÿ’ฌ 0    ๐Ÿ“Œ 0
Stop trusting one AI. Make three fight it out. triall.ai

Stop trusting one AI. Make three fight it out. triall.ai

25.02.2026 02:03 โ€” ๐Ÿ‘ 0    ๐Ÿ” 0    ๐Ÿ’ฌ 0    ๐Ÿ“Œ 0
Three AIs. One verdict. triall.ai - Try free, no signup needed.

Three AIs. One verdict. triall.ai - Try free, no signup needed.

25.02.2026 02:03 โ€” ๐Ÿ‘ 0    ๐Ÿ” 0    ๐Ÿ’ฌ 0    ๐Ÿ“Œ 0

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