Show HN: Turo – An Aggressive Token-Saving Proxy for CLI AI Agents
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Re: Show HN: Turo – An Aggressive Token-Saving Proxy for CLI AI Agents
#2[flagged]
Re: Show HN: Turo – An Aggressive Token-Saving Proxy for CLI AI Agents
#3The repo would be more helpful if it had, or linked to, any kind of quantified data on how this affects the LLM output quality or task completion.
> Why
> System prompts are 50-200k tokens. …
1. Are system prompts really the primary purpose for this?
2. As of five months ago, Claude’s prompt was 12-65k tokens depending on enabled tools [1]. Does “50-“ refer to 50K? The repo should link their source for the 50-200K range.
Re: Show HN: Turo – An Aggressive Token-Saving Proxy for CLI AI Agents
#4curious how it handles tool call schemas, those can be surprisingly token-heavy, sometimes dwarfing the actual prompt content.
Re: Show HN: Turo – An Aggressive Token-Saving Proxy for CLI AI Agents
#5curious how it handles tool call schemas, those can be surprisingly token-heavy, sometimes dwarfing the actual prompt content.
[flagged]
Re: Show HN: Turo – An Aggressive Token-Saving Proxy for CLI AI Agents
#6The repo would be more helpful if it had, or linked to, any kind of quantified data on how this affects the LLM output quality or task completion. > Why > System prompts are 50-200k tokens. … 1. Are system prompts really the primary purpose for this? 2. As of five months ago, Claude’s prompt was 12-65k tokens depending on enabled tools [1]. Does “50-“ refer to 50K? The repo should link their source for the 50-200K ra…
[flagged]