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CLI agents need models that understand terminal workflows, not just text completion.
IQuest-Q1 is a 320B parameter MoE trained specifically for CLI execution.
15B active parameters. Reads full codebases, runs commands, inspects outputs, and recovers from environment faults autonomously.
Here's what makes it different. 🧵
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Rayan Python retweeted
CLI agents need models that understand terminal workflows, not just text completion.
IQuest-Q1 is a 320B parameter MoE trained specifically for CLI execution.
15B active parameters. Reads full codebases, runs commands, inspects outputs, and recovers from environment faults autonomously.
Here's what makes it different. 🧵
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2
5
1,207
CLI agents need models that understand terminal workflows, not just text completion.
IQuest-Q1 is a 320B parameter MoE trained specifically for CLI execution.
15B active parameters. Reads full codebases, runs commands, inspects outputs, and recovers from environment faults autonomously.
Here's what makes it different. 🧵
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2
5
1,207
I hope you've found this thread helpful.
Follow me @python_spaces for more.
Like/Repost the quote below if you can:
CLI agents need models that understand terminal workflows, not just text completion.
IQuest-Q1 is a 320B parameter MoE trained specifically for CLI execution.
15B active parameters. Reads full codebases, runs commands, inspects outputs, and recovers from environment faults autonomously.
Here's what makes it different. 🧵
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Do you think it is a good idea?
The Jev Router??
OpenRouter
Introducing typesafe/jev-router: a cache-aware model router powered by Jev and @typesafeai
The Jev Router picks the best model and reasoning effort for each request, balancing quality, speed, and cost.
Here's how it works 👇🏻
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Tested Qoder this week.
Dropped a docs link into the task screen. Asked it to generate an architecture diagram.
The agent read the docs, planned the structure, and built the diagram without me touching a single tool.
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Try Qoder free with 600 Credits 👇
300 from the Pro trial + 300 with my code 7UL8TM.
qoder.com/en
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Why this matters:
Qoder treats AI work as tasks, not chat. You describe what you need. The agent plans, executes, and verifies.
Browser Use for signed-in web tasks. Computer Use for desktop apps. /goal for measurable outcomes.
Real agent workflow in a desktop app.
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Getting started:
Sign up first using this link at qoder.com/activities?code=7U… before you download.
You will get 600 Credits: 300 from the trial and 300 from my code.
Start building at zero cost.
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