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Woz

Claude Code plugin that reduces token consumption and cost by 50%

WOZCODE is the highest performing, lowest cost AI coding agent. Available via Claude Code Plugin. The WOZCODE plugin outperforms Claude Code alone on all key metrics: Cost: 25-55% cheaper Speed: 5-10x faster on database tasks, 30-40% faster on most others Performance: beats Claude code on Terminal Bench 2.0 (68% vs 58%) Install with one command. Access directly via Claude Code Your tools, your workflows, but Better, Faster, Cheaper.
Active Founders
Ben Collins
Ben Collins
Founder
Cofounder and CEO at Woz.
Brad Eckert
Brad Eckert
Founder
Founder/CTO of Woz. Prev Founder & leader of >30 person engineering team at Cairns Health (YC S17, formerly Totemic). Built deep learning radars in consumer electronics for the home environment and an LLM enabled cure for chronic insomnia. MIT EECS, AI Masters dropout, co-author on 25+ patents.
Company Launches
WOZCODE - Cut your Claude costs by 50%
See original launch post

Double your AI coding output per dollar spent with WOZCODE

WOZCODE is a plugin that augments Claude Code, making it faster, cheaper and higher performing. It installs in two commands, uses your existing Claude subscription, and fits directly into your current tools and workflows (CLI, Claude Desktop App, VS Code, Conductor, etc.)

https://youtu.be/ISDH4qsLbrM?si=Pm1g7xXYohUX_UVH

Problem:

Last month, our Claude Code spend crossed $100k.

The scary part wasn’t the total. It was how much Claude wasted by being inefficient. Tool call after tool call that bloated context and burned unnecessary tokens. Claude Code is incredible, but too often it was wasting our tokens and money. As a startup we couldn’t continue burning funds in this fashion.

So we built a fix.

Solution:

WOZCODE is a plugin that optimizes how Claude Code works under the hood.

Compared to Claude Code alone, WOZCODE delivers:

  • 25–55% cost savings
  • 30–40% faster coding tasks
  • Higher benchmark performance (Terminal Bench: 70% vs 58%)

For teams using Claude Code heavily, this can mean:

  • 50% Lower API spend
  • 2x more AI coding throughput
  • 2x more output before hitting limits

*checkout wozcode.com for side-by-sides on real world coding tasks

How it works

Instead of relying solely on the default tools inside Claude Code, WOZCODE uses a set of custom tools designed for efficiency and context optimization.

For example, in vanilla Claude Code, a simple "find and edit 3 files" takes 9+ calls (3× Glob/Grep + 3× Read + 3× Edit) — and call #9 reprocesses all prior output as input tokens.

WOZCODE collapses that to 2 calls (1× Search + 1× batch Edit). The context stays small, so every subsequent call in the session is cheaper. Over a 30-prompt session, this compounding effect drives significant cost savings.

See what you could be saving:

Run the below common in your terminal. It scans your existing Claude Code history and shows you exactly what you could have saved over the last 30 days

        _curl -fsSL [https://wozcode.com/savings-check.js](https://wozcode.com/savings-check.js) | node -_

Get started for free:

Sign up at  wozcode.com

WOZCODE installs in two commands, uses your existing Claude subscription, and fits directly into your current tools and workflows (CLI, Claude Desktop App, VS Code, Conductor, etc.)

Help us help you:

If you’re hitting Claude limits or seeing your spend rapidly accelerate, we’d love to hear from you. The sooner we learn about your use case the sooner we can optimize for it and help you save.

Reach us at founders@withwoz.com

Thank you!

-Ben & Brad

Previous Launches
Launch a software business from scratch, no cofounder required
Hear from the founders

How did your company get started? (i.e., How did the founders meet? How did you come up with the idea? How did you decide to be a founder?)

Ben and Brad have been friends for over 13 years, first meeting as engineering students at MIT.

Jobs at Woz
San Francisco, CA, US
$150K - $200K
0.10% - 0.30%
6+ years
San Francisco, CA, US / Remote (US)
$50 - $100 / hourly
Any (new grads ok)
Remote (US)
$50 - $150 / hourly
Any (new grads ok)
San Francisco, CA, US
$80K - $100K
Any (new grads ok)
Woz
Founded:2024
Batch:Winter 2025
Team Size:8
Status:
Active
Location:San Francisco
Primary Partner:Tom Blomfield