oulu2006
1. I go direct to source, i.e. DS platform, I find it cheaper than paying the openrouter tax -- I also switch it up a bit
2. I built a local LLM router, that I update with new profiles that have my preferred provider of the week (lowest token costs/speed) with fallbacks, like mimo --> DS4 etc.. if there is overloading,
3. I use 3 diff harnesses, CC/Codex + Opencode -- they all talk to each other through a custom rig system that routes messages between llms using a Rust backed structured JSON system
Not saying this is the best, it's just what I like and works for me^.
I can flow quite naturally between Opus/Astra/K3/GLM/MiMo/DS/etc.. this way and often do...more so these days with subs no longer great as they used to be.
DS 4.1 flash is my main powerhouse and Opus/Astra my auditors (when they're not out of tokens) otherwise K3 or DS4 pro
In addition, I literally had AI build a complete list of parts to order from Amazon down to the caps for each system I wanted to rebuild -- it was close to 20 different items, I would have probably given up if I had to try and assemble this list from different YouTube videos.
I also use AI to take in-progress pictures as I desolder to help me check for traces that need to be repaired or help identifying specific chips. I probably could try and find a video where the same chip is featured and someone explains it, and/or retrieve the schematic for the specific logic board, but that's very painful and does slow the process. Think of AI, in this specific case, as enabling skill development for me in a field I wouldn't have necessarily have gotten into, because of being short on time and AI helps me consolidate that information quickly.
For example: AI has helped me get into restoring retro tech, specifically resoldering leaky caps on retro Macintosh logic boards. Before AI, I didn't know how to use a multimeter (I knew theoretically how it worked), I didn't know how to use flux, solder wick, heat gun. I also didn't understand how bromine radicals yellowed plastic and how to reverse it by using blue light similar to what they use for indoor aquariums.
So AI unlocked doing for me.
Even with that, I have to be very specific in triggering a skill and it's hit or miss if it picks up on the skill -- usually I have to say there is a skill with this go and use it.
I was thinking of using Citus for this, but possibly using duckdb is a better way to do. Citus comes with a lot more out of the box but duckdb could be a good stepping stone.
Hopefully that's "reduced execution time" :)
Powerful forces keep it as it is -- and people seem to buy the stupid communism/socialist crap that they pedal and soak it up hook line and sinker.
Gave up trying to understand why.
I really wanted to embrace streaming services, prime really killed me recently, with introducing ads into a membership that I already pay for! and 90% of movies on prime I have to pay an extra 20 bucks to view ...why am i paying for membership?
Someone to compliment my deficiencies, domain expertise and with the same focus and mindset to succeed -- most startups fail because of founder issues.
1st one didn't sell
2nd one sold for 000s
3rd one sold for 000000s
4th one ?
so really went the other way, quality over quantity
But I'm an old school vim/emacs keyboard only hacker, so terminal all the way is super efficient for me
I love it, I've coded for 25 years and I don't need to write another line ever again, I just want to build cool things as fast as possible.