Build an app, hand the simulator to your agent, and let Argent find and fix the bug. Record the process and win the Close the Loop challenge.
Use any stack Argent supports: React Native, Expo, Swift, SwiftUI, Flutter, or Android. Ship a side project or use an existing app - your choice.
Run npx @swmansion/argent init and hand the simulator to your agent. Let it tap through the app, inspect, find the bug, fix it, and verify the fix - that’s the loop.
Share your screen recording on X with #CloseTheLoop and tag @swmansion. We review every post and reply when your entry is on the wall.
We judge every entry against every category, so choose your own strategy: either pick one category and build for it, or go for the sweep.
The most impressive demo end-to-end. We’re looking at how well Argent closed the loop - from broken state to verified fix - the quality of the app, and how much the agent handled without intervention.
The most creative use of 3D graphics - TypeGPU, Three.js or any other 3d framework. Bonus points if Argent debugs a visual glitch live on screen.
The cleanest agent run with the fewest retries, hallucinations, and unnecessary steps. We want to see your agent move fast and with precision - not thrash around.
A personal AI assistant that captures your thoughts, transcribes conversations and summarizes meetings. Shipped worldwide.
Here’s what a great entry looks like and what disqualifies one.
Your submission must include a video demo on X (Twitter) or LinkedIn, accompanied with the #CloseTheLoop hashtag. Tag @swmansion - that’s how we track entries.
You can enter multiple times with different apps or approaches. We’ll judge each independently and consider every one for every category.
Videos over 5 minutes will not be allowed.
Our team will evaluate each submission and use both objective criteria and their own subjective judgment. The team will have the final say on what fits each category and will make the decisions without any outside reviewers or legal appeals.
Full details in the Competition Terms.
Start from the broken state and let us watch the agent work - tap, inspect, diagnose, fix, verify. That full round-trip is what we’re judging.
The best demos are tight. We won’t consider videos over 5 minutes. Narration or a brief write-up helps us judge context faster.
You’ll have higher chances of winning with creative apps ideas or if you add a small write-up/voice-over about your workflow and the development process.
Install Argent, point your agent at the simulator and hit record. Then post the run with #CloseTheLoop so we never miss an entry.
Submissions close 27 Oct 2026, 23:59 CEST.
npx @swmansion/argent init
Run this command to install Argent.
