Ahmad Awais, CEO of CommandCode AI, discusses how taste and UI design become critical differentiators in an era where coding agents make software creation accessible to everyone.
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Awais: Claude Code hides 50+ tool-call failures per session on DeepSeek
“In CloudCode you know, they hide a lot of the errors behind control O, right? So you don't even know that, you know, you have like 50 plus tool call failures plus per session. You're just sitting there and you're like, oh, why is DeepSeq so slow?”
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Awais: There is only one type of AI agent, the coding agent
“There's only one type of agent, and that is a coding agent. It can do it all, right?”
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Awais: Open LLM coding failures are harness issues, not model issues
“So I feel like this always ends up being a tool call, a hardness issue. Then, you know, an actual model issue.”
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Awais: Interactive permission prompts degrade coding agent model performance
“If you run any coding agent with permissions on, The models are actually number. And if you run them without, you know, the complete bypass of permissions, they do much better. Even if you like sit through those yes, yes, yes, accept or whatnot, you will see t…”
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Awais: AI design slop is a contract gap, not a model capability deficit
“Feels like you can fix 90% of a design slop, which is not a capability gap. It's more like a contract gap in what your harness is telling an LLM to do versus what your user is saying.”
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Awais: Deterministic tool repair with hints fixes model tool-calling loops
“What we saw is the moment you send the result with the repair logic, right after that, the third tool call is fixed. Instead of, you know, it all of a sudden becomes super smart. It understands like, okay, I got the result, what I was looking for, and I'm gonn…”