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So you want to know the future of AI? Minimal input tokens explaining problem. Diffs for changes and fully understanding your code base.

If this sounds compelling.

When you ask yourself why your agent uses 10000-100000k tokens to do a 5-20 line diff? 20-250 tokens vs that? What?

Why would you need 100k tokens to do 250 tokens of actual code. That’s the pondering question isn’t it? It’s the design of agents is by definition wasteful. The way things are handled you can’t see. The monstrosity that is just lurking.

If you really boil it down to it. If you’re generating these small diffs to iterate code. Why would you need enormous token counts to get it done. That’s the age old question. It’s the question I ask. That’s the problem I’m solving. In that, the batching, streaming, queuing. The relentless pursuit of reducing token counts not increasing them.

If you can reduce token counts to only what’s needed. This means you can then use that. To increase user experience. If the experience is increased, you wind up with a new product all together. One that works with the user for the user. More importantly it doesn’t have waste. That reduces cost, complexity and therefore you can offer the service at an affordable price.

I’ve worked out the math and all of that freemium you paid for that was $20 for unlimited. I bet you miss that where you could just pound away new ideas. Without violent terms of service that said your thoughts and code become their intellectual property. What a violation of trust that is. Ohh let’s send a mass email to everyone saying not only will we charge more. But all your base, code and ideas belong to us.

If you want to opt out of that system, if you want someone who will protect your ideas and code. Cause frankly let’s face it. I don’t have any interest in stealing to train supposed better shit. No that just convolutes things more. Plus I don’t have the time, my interest will be to provide a superior service not steal from you.

Be too busy fixing it, making it better and working with more languages. That’s the ticket that’s important. Not this madness of whoa bro. We want to take all the input and make sense of it is crack talk. What? You’re gonna take broken code and try to train AI on that with its infinite wrong answers? Come on that’s not even reasonable.

What’s more important is to make it so the service works as intended. Reduces cost and reduces the time it takes to use it. Increases automation and productivity. At a time when these providers are seeing push back from corporate for not delivering they pull this shit. Not cool.

Anyway that’s my opinion and promise with AI as this goes forward and I get closer to release. No theft, no abuse, no fucking opt out button. You’re just opted out I don’t want your shit. You may be special may not be special I don’t care. Want me to think it’s cool tell me what you’re doing. I’m not gonna waste my time.

Cause like I have a life that’s lame. If you end up paying for my service? You’ll get to see my wife and I hoisting rackmount shit. See me screaming at the computer in useless YouTube videos? Not so much.

Who the fuck has the TIME to do that.

God help us all if that’s our future. To be headshots and theft. No thanks. These are the only headshots that are actually cool.

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