Maybe you could frame this as day to day tasks and events going from a polling-based system to more of an event-driven system? I have no idea how good these products are today but I would love to use a local version…
Thats exactly how I use skills as well and I got great results with it. I work in a proprietary codebase with a lot of niche or custom tooling, weird technical details and historical quirks. What skills do for me, is…
Nice work! Recently I prototyped a harness for structured agentic research work and I arrived at something very similar. I found it especially useful for balancing research breadth vs research width when exploring new…
A while ago I benchmarked different tokenizers with a few common C++ coding styles. Depending on the combination I was able to reduce the token usage by as much as 5% just by auto formatting the codebase with…
Wouldn't this increase your token usage because the tokenizer now can't process whole words, but it needs to go letter by letter?
Maybe you could frame this as day to day tasks and events going from a polling-based system to more of an event-driven system? I have no idea how good these products are today but I would love to use a local version…
Thats exactly how I use skills as well and I got great results with it. I work in a proprietary codebase with a lot of niche or custom tooling, weird technical details and historical quirks. What skills do for me, is…
Nice work! Recently I prototyped a harness for structured agentic research work and I arrived at something very similar. I found it especially useful for balancing research breadth vs research width when exploring new…
A while ago I benchmarked different tokenizers with a few common C++ coding styles. Depending on the combination I was able to reduce the token usage by as much as 5% just by auto formatting the codebase with…
Wouldn't this increase your token usage because the tokenizer now can't process whole words, but it needs to go letter by letter?