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Re:Portal by Spotify cut my Claude Code token usage by 90% by johnnythujone on Saturday September 05, 2026 @11:21AM (#49577414)
I have a stage-gated workflow that prioritizes “premium” token efficiency (Fable.) and getting the most out of my subscription services. (Which boils down to Fable running carefully prompted deepseek-flash agent teams that defer back to the managing agent for any design decisions in most work.) As part of that workflow the manager uses cheap reconnaissance agents to burn their tokens in order to build relevant repo context, instead of the managing model’s. I’ve been doing this since they released Opus and it occurred to me that most of my pre-implementation phase token use was going right into the garbage bin with file reads that have to be done to find the relevant code, but are very wasteful.

There’s an added benefit that the manager’s focus on strategy and task decomposition before actually handling the user’s prompted task directly seems to be a very good way to interact with Claude’s Fable safeguards, and I haven’t had any refusals doing this.

And while I haven’t ran any numbers, I can get orders of magnitude more out of my claude subscription doing this, especially with deepseek-v4-flash being as good as it is for as cheap as it is.

Re:Portal by Spotify cut my Claude Code token usage by 90% by jwillmer on Saturday September 05, 2026 @02:16PM (#49579180)
I also currently run multiple Claude sessions with Fabel as the brain coordinating the manager sessions which in turn spawn sub agents.
Re:Portal by Spotify cut my Claude Code token usage by 90% by astrange on Saturday September 05, 2026 @02:20PM (#49579214)
> I have a stage-gated workflow

This is a Claudism, right? I feel like I never saw "gated" used this way before it.

Re:Portal by Spotify cut my Claude Code token usage by 90% by gopher_space on Saturday September 05, 2026 @09:50PM (#49582574)
A normal person would say “my workflow has stages” and their normal coworkers would say “no kidding”.
Re:Portal by Spotify cut my Claude Code token usage by 90% by johnnythujone on Tuesday September 08, 2026 @09:10AM (#49609882)
I'm not normal, nor do i have coworkers. Sorry :(

Just a guy trying to make his subscription last longer than the single Fable prompt anthropic includes for 100 bucks a month, lol.

Re:Portal by Spotify cut my Claude Code token usage by 90% by vintermann on Sunday September 06, 2026 @01:06PM (#49588531)
It sounds like you're halfway to gas town already... Not saying that is definitively bad, but I have avoided this myself since I don't want to get bogged down in trying to figure out the optimal multiagent setup.
Re:Portal by Spotify cut my Claude Code token usage by 90% by johnnythujone on Tuesday September 08, 2026 @09:08AM (#49609869)
I absolutely am, and it's completely a "building a better hammer" thing.