Why we built this:
Modern AI coding agents (Claude Code, Cursor, multi-turn terminal scripts) make development super fast, but how it's calculating tokens in/out and how cache reads works under the hood remains a blackbox with little control by users.
The ACE Sidecar *runs locally on your machine* to observe your coding sessions, spot context inefficiencies, and give you full visibility into what’s happening behind the scenes—before token bills explode.
ACE Sidecar will be published as an open source project, fully community owned and Upcoming Early Access:
We are getting ready to roll out distribution via Homebrew, npx, and MCP. If you want to be among the first to get early access and optimize your local AI development workflow, sign up today!
Would love to hear your feedback and answer any questions! :speech_balloon:
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*What is ACE? >* ACE is building the next generation of AI compute efficiency tools. From local terminal sidecars to enterprise gateway proxies, ACE is the operating system for AI Compute Efficiency. It slashes API and GPU costs by 30% to 80%—without sacrificing model accuracy or speed. Reach out to us and reduce your AI bills today !
flyingfishisme•1h ago
:book: Read the full announcement: https://acefleet.dev/blog/announcing-the-ace-sidecar
Why we built this: Modern AI coding agents (Claude Code, Cursor, multi-turn terminal scripts) make development super fast, but how it's calculating tokens in/out and how cache reads works under the hood remains a blackbox with little control by users.
The ACE Sidecar *runs locally on your machine* to observe your coding sessions, spot context inefficiencies, and give you full visibility into what’s happening behind the scenes—before token bills explode.
ACE Sidecar will be published as an open source project, fully community owned and Upcoming Early Access: We are getting ready to roll out distribution via Homebrew, npx, and MCP. If you want to be among the first to get early access and optimize your local AI development workflow, sign up today!
:point_right: Sign up for free distribution here: https://acefleet.dev/blog/announcing-the-ace-sidecar
Would love to hear your feedback and answer any questions! :speech_balloon:
---------------------------------------- *What is ACE? >* ACE is building the next generation of AI compute efficiency tools. From local terminal sidecars to enterprise gateway proxies, ACE is the operating system for AI Compute Efficiency. It slashes API and GPU costs by 30% to 80%—without sacrificing model accuracy or speed. Reach out to us and reduce your AI bills today !
:globe_with_meridians: Website: acefleet.dev