Name: Reduces Token Usage with Codex
Item: Headroom
Rating: 4
Author: aaronanderson

Lifetime Tier 2

Lifetime Tier 3

Annual Tier 1

Lifetime Tier 1

Group

Build & Code

Developer Tools

Sub category

Dev Utilities

Product tag

Deal type

Software

Best for

Developers

AI agencies

Alternative to

Ponytail

Caveman

Integrations

Claude Code

ChatGPT Codex

Get 1 year(s) of access to Headroom Tier 1 for AppSumo Plus Members

All future Pro (Tiers 2), Max x5 (Tier 3), Max x20 (Tier 4) plan updates

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Changelog

Two weeks on AppSumo: 15 releases and 5.3 billion tokens saved

Week 1: 1.5 billion tokens saved and many new features shipped

Get 2x the usage out of your Claude Code and ChatGPT Codex🚀

<p class=""></p><h4><b style="font-size: 14px;">Cut token waste from noisy logs, tool output, and docs locally, so your AI coding plan goes up to twice as far</b></h4><p class=""><b style="color:#000000; text-decoration:none">Measure your token savings in real time</b></p><ul><li><b>Track total token costs and input savings over time</b>&nbsp;on the Activity Overview and Savings dashboard</li><li><b>Visualize daily savings history</b>&nbsp;with charts that split input savings from compression and output savings</li><li><b>Cut input and output token costs</b>&nbsp;every time your AI coding agent ingests input</li></ul><p class="">
        <div
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            <img
                class="story-inline-image z-depth-2"
                src="https://appsumo2-cdn.appsumo.com/media/stories/images/image1_NQkMqy1.png?optimizer=gif"
                alt="Savings dashboard"
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    </p><p class=""><b style="color:#000000; text-decoration:none">Teach your agent to stop repeating itself</b></p><ul><li><b>Capture reusable commands and environment details per project</b>&nbsp;so your agent has what it needs from the start</li><li><b>Auto-write learnings to CLAUDE.local.md and AGENTS.md</b>&nbsp;every time a pattern is identified</li><li><b>Cut repeated context reads</b>—your agent answers from memory instead of re-deriving your repo layout every run</li></ul><p class="">
        <div
          class="story-img-container open-carousel-modal-on-click"
          data-story-image-id="Headroom-img-92ff8aca"
        >
            <img
                class="story-inline-image z-depth-2"
                src="https://appsumo2-cdn.appsumo.com/media/stories/images/image3_eH2Ss4u.png?optimizer=gif"
                alt="Auto-learning from agent mistakes"
                srcset="https://appsumo2-cdn.appsumo.com/media/stories/images/image3_eH2Ss4u.png?width=495&optimizer=gif 450w,
                         https://appsumo2-cdn.appsumo.com/media/stories/images/image3_eH2Ss4u.png?width=654&optimizer=gif 595w,
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            />
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              aria-hidden="true"
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              data-prefix="fas"
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              viewBox="0 0 512 512"
              class="hover-mag-glass svg-inline--fa fa-search-plus fa-w-16"
            >
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                />
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    </p><p class=""><b style="color:#000000; text-decoration:none">Keep tabs on every optimization</b></p><ul><li><b>Review compressions, </b><b>rescan</b><b>&nbsp;reminders, and large savings events</b>&nbsp;in a live activity feed</li><li><b>Inspect learnings written and recently compacted inputs</b>&nbsp;to see exactly how Headroom trimmed your session</li><li><b>See cache hits and compression broken out</b>, with a plain explanation of how savings are calculated</li></ul><p class="">
        <div
          class="story-img-container open-carousel-modal-on-click"
          data-story-image-id="Headroom-img-5bae4720"
        >
            <img
                class="story-inline-image z-depth-2"
                src="https://appsumo2-cdn.appsumo.com/media/stories/images/image2_IKifyFv.png?optimizer=gif"
                alt="Activity feed"
                srcset="https://appsumo2-cdn.appsumo.com/media/stories/images/image2_IKifyFv.png?width=495&optimizer=gif 450w,
                         https://appsumo2-cdn.appsumo.com/media/stories/images/image2_IKifyFv.png?width=654&optimizer=gif 595w,
                         https://appsumo2-cdn.appsumo.com/media/stories/images/image2_IKifyFv.png?width=935&optimizer=gif 850w"
                sizes="(min-width: 950px) 1045px, 100vw"
                width="850" height="500"
                loading="lazy"
            />
            <svg
              aria-hidden="true"
              focusable="false"
              data-prefix="fas"
              data-icon="search-plus"
              role="img"
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              viewBox="0 0 512 512"
              class="hover-mag-glass svg-inline--fa fa-search-plus fa-w-16"
            >
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                  fill="currentColor""
                  d="M304 192v32c0 6.6-5.4 12-12 12h-56v56c0 6.6-5.4 12-12 12h-32c-6.6                   0-12-5.4-12-12v-56h-56c-6.6 0-12-5.4-12-12v-32c0-6.6 5.4-12 12-12h56v-56c0-6.6 5.4-12                   12-12h32c6.6 0 12 5.4 12 12v56h56c6.6 0 12 5.4 12 12zm201 284.7L476.7 505c-9.4 9.4-24.6                   9.4-33.9 0L343 405.3c-4.5-4.5-7-10.6-7-17V372c-35.3 27.6-79.7 44-128 44C93.1 416 0 322.9 0                   208S93.1 0 208 0s208 93.1 208 208c0 48.3-16.4 92.7-44 128h16.3c6.4 0 12.5 2.5 17 7l99.7                   99.7c9.3 9.4 9.3 24.6 0 34zM344 208c0-75.2-60.8-136-136-136S72 132.8 72 208s60.8 136 136 136                   136-60.8 136-136z"
                />
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        </div>
    </p><p class=""><b style="color:#000000; text-decoration:none">Add one-click tools that go after the rest</b></p><ul><li><b>Enable Ponytail, Caveman, RTK, MarkItDown, Serena, Codebase Memory, or Context7 </b>in one click from the app</li><li><b>Target whatever compression misses</b>&nbsp;like terminal noise, binary documents, whole-file code reads, and long-winded replies</li><li><b>Run every add-on locally</b>&nbsp;so nothing leaves your machine and nothing touches your project dependencies</li></ul><p class="">
        <div
          class="story-img-container open-carousel-modal-on-click"
          data-story-image-id="Headroom-img-e1e4268f"
        >
            <img
                class="story-inline-image z-depth-2"
                src="https://appsumo2-cdn.appsumo.com/media/stories/images/image4_sEAZQgU.png?optimizer=gif"
                alt="One-click addons"
                srcset="https://appsumo2-cdn.appsumo.com/media/stories/images/image4_sEAZQgU.png?width=495&optimizer=gif 450w,
                         https://appsumo2-cdn.appsumo.com/media/stories/images/image4_sEAZQgU.png?width=654&optimizer=gif 595w,
                         https://appsumo2-cdn.appsumo.com/media/stories/images/image4_sEAZQgU.png?width=935&optimizer=gif 850w"
                sizes="(min-width: 950px) 1045px, 100vw"
                width="850" height="500"
                loading="lazy"
            />
            <svg
              aria-hidden="true"
              focusable="false"
              data-prefix="fas"
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              viewBox="0 0 512 512"
              class="hover-mag-glass svg-inline--fa fa-search-plus fa-w-16"
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    </p>

Slash Claude Code and Codex token usage with local compression, project learnings, and add-ons

Measure your token savings in real time

Teach your agent to stop repeating itself

Keep tabs on every optimization

Add one-click tools that go after the rest

Slash token waste and extend AI coding capacity

<div><p class=""><b>Cut token waste from noisy logs, tool output, and docs locally, so your AI coding plan goes up to twice as far</b></p><p class=""><b style="color:#000000; text-decoration:none">Measure your token savings in real time</b></p><ul><li><b>Track total token costs and input savings over time</b> on the Activity Overview and Savings dashboard</li><li><b>Visualize daily savings history</b> with charts that split input savings from compression and output savings</li><li><b>Cut input and output token costs</b> every time your AI coding agent ingests input</li></ul></div>

<div><p class=""><b style="color:#000000; text-decoration:none">Teach your agent to stop repeating itself</b></p><ul><li><b>Capture reusable commands and environment details per project</b> so your agent has what it needs from the start</li><li><b>Auto-write learnings to CLAUDE.local.md and AGENTS.md</b> every time a pattern is identified</li><li><b>Cut repeated context reads</b>—your agent answers from memory instead of re-deriving your repo layout every run</li></ul></div>

<div><p class=""><b style="color:#000000; text-decoration:none">Keep tabs on every optimization</b></p><ul><li><b>Review compressions, </b><b>rescan</b><b> reminders, and large savings events</b> in a live activity feed</li><li><b>Inspect learnings written and recently compacted inputs</b> to see exactly how Headroom trimmed your session</li><li><b>See cache hits and compression broken out</b>, with a plain explanation of how savings are calculated</li></ul></div>

<div><p class=""><b style="color:#000000; text-decoration:none">Add one-click tools that go after the rest</b></p><ul><li><b>Enable Ponytail, Caveman, RTK, MarkItDown, Serena, Codebase Memory, or Context7 </b>in one click from the app</li><li><b>Target whatever compression misses</b> like terminal noise, binary documents, whole-file code reads, and long-winded replies</li><li><b>Run every add-on locally</b> so nothing leaves your machine and nothing touches your project dependencies</li></ul></div>

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