Building WOZCODE to cut your Claude Code costs in half @withwoz1
San Francisco, CA
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Claude likes wasting your tokens.
You don't have to let it.
Install WOZCODE for free.
A plugin for Claude Code that makes it:
→ 25–55% cheaper
→ 30–40% faster
→ +11% better on benchmarks
Installs in 2 commands.
Works in your existing workflow.
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Ben Collins retweeted
Installing the WOZCODE plugin into Codex improves the price for any task, and increases quality
Your model is great, the harness can be improved
p.s. @sama
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Can't make the case for WOZCODE any better than this.
Companies need to be able to control costs while also leveraging frontier models
Our Anthropic bill is about to jump from $400K → $1.4M/yr.
Not because usage exploded, but because we're about to cross 150 seats.
Past 150 seats you're forced into Enterprise tier. Seats stop including any usage, every token bills at standard API rates. At our current run rate that's 3.5x overnight.
Unfiltered thoughts on AI spend:
1. We should spend tokens to grow as aggressively as possible. But most people (me included) aren't conscious of what they're spending.
2. Visibility comes first. People see their personal number and they're shocked. I accidentally spent $4,000 in 3 days in Claude Code.
3. For engineering the spend is clearly worth it. Pay for the best model, it saves more than it costs.
4. For a lot of other roles it's questionable. Apps nobody uses, skills someone already built. No ROI.
5. Spend limits are coming. We already require approval for more tokens on our support team.
The era of token-maxxing is coming to an end.
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Ben Collins retweeted
Curiously enough I did office hours today with a startup that cuts companies' LLM token costs by optimizing requests. They can cut costs by about half, which they split with the customer. So the TAM is a quarter of the model companies' corporate revenue. That's a big TAM!
If big companies can't make a net return on their LLM token costs, that doesn't mean it's impossible to. In fact this is exactly what you'd expect to happen with a new technology. Incumbents can't use it well, and are replaced by upstarts who can.
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A good first step would be to have engineering teams install WOZCODE
Token costs will become a dominant topic in enterprises going forward with AI. Just got out of a dinner with many Fortune 500 enterprise CIOs and this was the most heated topic.
A mix of strategies are being employed, but basically no one feels like they have the right solution. A mix of: figuring out how to prioritize workloads to different models, giving out access to better or worse agents by user type, setting different spend caps by team, having teams justify AI by their use-case, and some just having unfettered access.
Everyone is trying to figure out a semi/predictable model right now in a world where the underlying tech and cost models are constantly evolving.
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WOZCODE is live on Product Hunt 🚀
Cut your Claude cost by up to 50%
Check it out:
producthunt.com/products/woz…
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WOZCODE is live on @ProductHunt
producthunt.com/products/woz…
Would love your support!
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With leaks, bugs, and rate limits disrupting Claude Code users this week, it’s pretty awesome to receive messages like this from WOZCODE customers:
“People on twitter have been complaining about Claude limits lately and I have experienced none of it and I think Wozcode is the reason”
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wozcode is now publicly available as a Claude Code plugin
subscribe for $1
download in 2 commands
reduce your API spend by 50%
ROI from the first prompt
For the last year we've been building an AI mobile app builder. Last week we decided to generalize our agent harness and benchmark it against vanilla Claude Code. Turns out the tools we built for app building were significantly more efficient than the native Claude Code tools. When we ran benchmarks we beat Claude code on speed (~40% faster) , cost (25-55% cheaper) and performance (+17% on Terminal Bench 2.0). Today we're making our agent harness publicly available as a Claude Code plugin.
Use code WOZCODE1 to try it for $1 at wozcode.com
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in a hyper-competitive AI world, having the best tools can make all the difference. if you're using claude code without wozcode, you're leaving speed & performance on the table
Claude Code is being carelessly wasteful with your tokens.
By our benchmarking, it uses ~2x more tokens than needed. Half your limit, gone by default.
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if you're a student exploring entrepreneurship, this is a crazy opportunity to win cash, credits and exposure
Calling all student founders.
Join the Woz Buildfast Hackathon March 14-15.
Compete for $30K+ in cash, credits, and prizes from companies like OpenAI, RevenueCat, Stripe, Clerky, and more.
withwoz.com/buildfast
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thanks for the shoutout. happy to be collaborating with the global community of no code founders
Mobile apps generated over $160B in 2025.
Many vibe coding tools are great for web apps and prototypes, but they weren't designed for production mobile apps.
The moment you need payments, authentication, ads, a real database, or scalable backend logic... you hit a wall.
Woz (@WithWoz1) is a newer tool worth watching. It's an AI app builder designed specifically for mobile, with all that infrastructure included from the start.
No rebuilding later. No duct tape.
We've been featuring it as a tool for NCF members to explore. Free to start building with.
withwoz.com/
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