/ Free playbook /

Stop paying for tokens that earn nothing.

A 30-day plan to review, package, and govern the instruction files your agents load on every single turn.

By Jeremy Freeman, Co-Founder & CTO, Allstacks

Your token bill measures how much of your process knowledge nobody ever wrote down.

Allstacks pulls initiatives, epics, tasks, and statuses against the code, builds, and outcomes that follow.

“The agent won't follow that every time. We would try to figure out what it needs to do, burning tokens, and most probably nine out of ten times won't get it right, because it's guessing every time.”

Sergio Sisternes

EPAM

You get billed twice for knowledge nobody wrote down.

Every token in your context is billed on every turn the model takes.

Always-loaded context (tokens)
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waste fraction
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turns per interaction
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interactions per user per day
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active users
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working days per year

1.5M

wasted tokens per user per day

45B

tokens a year across 120 users

$27k–$135k

a year, depending on blended rate

Worked example: 120 daily agent users, 25,000 tokens of always-loaded context, half of it earning nothing.

Our own AGENTS.md: 5,194 tokens on every session

Section Tokens Verdict Why
Platform intro 97 Keep Orients every task.
Skills table, 10 rows 353 Keep and extend The most valuable block in the file.
Commands, five environments 567 Compress One wrapper written out fifteen times.
Cloud sandbox environment setup 850 Move to skill Sixteen percent of the file, rarely needed.

Our own AGENTS.md: 5,194 tokens on every session

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Inside the PDF

01

Run the Arithmetic

02

The Instruction File Review Rubric

03

Package It So It Stays Fixed

04

Know What You Installed

05

Measure the Right Four Things

06

The 30-Day Plan

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