Launch HN: Bullet (YC S26) – A Faster Coding Agent

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Summary

Bullet is a faster coding agent for macOS and Linux that optimizes AI tool calls by routing tasks to appropriate models, using targeted file reads, and executing operations in parallel. It's launching in private beta, free to use, after being built out of frustration with slow agent runs.

Hi HN! We’re Adi and Alex, founders of Bullet, a faster coding agent.<p>Bullet started in a senior year dorm room at Yale. We were fresh out of working at AppLovin and Citadel, so naturally, we just knew we were going to be startup gods. We were going to use our skills optimizing stock pricing calculation speeds and agent document context to take over the world.<p>Lo-and-behold, that year, Bullet was an AI hedge fund, a browser-use agent, synthetic financial data (oof), a mobile IDE, and a bunch of other things. We wanted to build something people wanted, but it seemed like everything we built was just terrible, useless, or both.<p>So, we decided to do something completely different, something completely out of the blue, something that no one had ever done before. Solve a problem we actually had.<p>Over the course of six pivots, we suffered. Throughout all of our adventures, one final boss kept getting in our way. Claude Code and his little brother Codex. We were spending hours waiting for coding agents like Claude Code and Codex, and got so frustrated to the point that I downloaded the Claude Code whip. We had spent months of time waiting for six codebases-worth of useless coding agent work.<p>Lightbulb moment. There’s nothing more noble than destroying the institutions! Let’s take on Claude Code and Codex, we can do it! Piece of cake!<p>And so, Bullet started off as a side project. We used the Claude Code to improve the Claude Code:<p>1. Model routing. Do you regret giving a task to Fable when it could have literally been done by Sonnet?<p>2. Targeted code + context search. We think embedding the whole repo is dumb. We also think sticking the whole context (or compressed context) in chat is dumb. So we do faster and better greps over both.<p>3. Aggressive context hygiene. Tool output is bounded, stale screenshots disappear, we don’t re-read files…the garbage never floods the model.<p>4. Efficient turns. Batch independent investigation, make one surgical edit, then perform one focused verification. Internal measurement showed 16% fewer round trips and 27% lower cost.<p>5. The Flash. We prayed to Barry Allen for speed.<p>And thank the Flash, he gave us speed! On SWE-bench Verified, Bullet resolved 479&#x2F;500 (95.8%) in one attempt, averaging 119s per task, 35–67% faster than mini-SWE-agent + Fable&#x2F;Sol depending on task. Full results and methodology here (<a href="https:&#x2F;&#x2F;www.codewithbullet.com&#x2F;blog&#x2F;benchmark-results.html" rel="nofollow">https:&#x2F;&#x2F;www.codewithbullet.com&#x2F;blog&#x2F;benchmark-results.html</a>)<p>Eventually we started using it every day and never went back.<p>Listed above were just some of the things about Claude Code that frustrated us the most, but we are constantly optimizing every day (look at that, maybe we did learn something from our jobs).<p>So do you suffer? We are here for you. We understand.<p>Here’s the video demo (<a href="https:&#x2F;&#x2F;www.youtube.com&#x2F;watch?v=rWVmG5fRKgE" rel="nofollow">https:&#x2F;&#x2F;www.youtube.com&#x2F;watch?v=rWVmG5fRKgE</a>)<p>Seriously speaking though, we hope that you guys try out Bullet if you are suffering with speed as much as we were, and we hope it brings you joy, rainbows, and faster responses. And if it’s terrible, let us know it’s terrible (we’re masochists btw)! We&#x27;ll be in the comments all day, you can also contact us at [email protected].<p>Thanks guys for listening to the larp :) try out codewithbullet.com. Again, that’s codewithbullet.com. Again, that’s codewi…<p>P.S: we hid a code on the website, see if you can unlock the secret page at the footer, all built with Bullet
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# Bullet · Fast, by design. Source: [https://www.codewithbullet.com/](https://www.codewithbullet.com/) B–001 / INTRODUCTION MACOS · LINUX · PRIVATE BETA FREE ACCESS SCROLL TO EXPLORE 01 THE PROBLEM / LATENCY ## YOUR IDEAS MOVE FAST\. YOUR AGENT SHOULD TOO\. We were burning hours waiting on agent runs\. Not because the models were incapable\. The machinery around them was simply heavier than it needed to be\. 02 THE BULLET SYSTEM ## LEANER BY DEFAULT\. Same model → tools → results pattern\. A tighter loop around it\. PROTOCOL 01ROUTE / ESCALATE TASK IN **FAST**STRAIGHTFORWARD **DEEP**COMPLEX **REASON**HARDEST ### Right model\. Right moment\. Route straightforward work to fast models\. Escalate only when the mission demands it\. PROTOCOL 02SEARCH / ACQUIRE ⌕`auth middleware` 01`src/router\.ts`**94\.2** 02`src/auth\.ts`**88\.7** REPOSITORY CONTEXT**08%** ### Acquire the target\. Ignore the noise\. Targeted search and file reads find relevant code without embedding the whole repo\. PROTOCOL 03PARALLEL EXECUTION SEARCHREADVERIFY ELAPSED**00:02\.31**3 OPERATIONS / SIMULTANEOUS ### Never queue what can run together\. Independent tool calls execute in parallel\. Duplicate calls and stuck loops are intercepted before they waste another second\. NO DEAD TIME / NO DEAD TIME / NO DEAD TIME / BUILT FOR**MOMENTUM**NOT MAGIC 03 FIELD TEST / 001 ## SEE BULLET IN ACTION\. Real prompt\. Real repository\. No cinematic shortcuts\. [![Bullet product demo interface](https://www.codewithbullet.com/assets/demo.jpg)REC ● B–CAM 0100:02:14:07 PLAY**▶** **WATCH THE FULL DEMO**YOUTUBE / 02:14 ↗](https://youtu.be/rWVmG5fRKgE) 04 GET BULLET / CLI ## NO GUI\. SAME AGENT\. Same router, tools, and agent loop\. Now it lives in your shell\. zsh $npm install \-g @trybullet/cli $bullet macOS & Linux · Node 18\+ · free, no key required to start 05 FOUNDERS' NOTE ## BUILT OUT OF FRUSTRATION\. At our company, we were burning hours waiting on agent runs\. We were building with Claude Code every day, watching capable models move through needlessly slow machinery\. So Bullet began as a passion project: route simple work faster, read only what matters, run independent tools together, and stop loops before they spiral\. We use it internally now\. It saved us a headache\. We thought it might save you one too\. > DON'T LET YOUR CODE HOLD YOU HOSTAGE\. PRIVATE BETA / FREE ACCESS ## STOP WAITING\. Free to use\. No subscriptions\. Just a faster way to ship\. [DOWNLOAD FOR MAC](https://github.com/trybullet/bullet-releases/releases/download/v1.3.28/Bullet-1.3.28-arm64.dmg)

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