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before your users.

Swarm is an autonomous layer for software, covering testing, security, and deployment. It analyzes your codebase and explores your app visually to catch issues before they reach production.

swarm explore
$ swarm explore --goal "Verify search quota" --app com.myapp
 
Starting exploration...
 
Step 1: Launching app...
Step 2: Navigating to Search tab...
Step 3: Typing "test query"...
Step 4: Tapping send button...
...
Step 12: Executing 6th search query...
 
RESULT: BUGS FOUND
 
[CRITICAL] App crash on 6th search query (SIGABRT)
[WARNING] Send button unresponsive for 4.2s
 
Reproduction Steps:
1. Launch app → Tap "Search" tab
2. Type "test query" → tap send (repeat 6x)
3. App crashes on 6th query
 
Evidence: screenshot_012.png, crash_log.txt
app.swarm.qa/dashboard

Dashboard

Overview of your Swarm test runs

Total Runs

24

Pass Rate

87%

Bugs Found

6

Avg Duration

2m 34s

Pass Rate Trend

Last 12 runs

Bug Severity

Critical1
High2
Medium3

Recent Pull Requests

feat: search pagination#142
fix: crash on profile load#141
refactor: auth flow cleanup#140

Recent Runs

#242m 12s
#233m 45s
#221m 58s

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Summarize the code changesWhat issues were found?Any merge conflicts?What branch is this PR on?

Swarm AI

Ask about PR #142 test results

What issues were found in this PR?

Found 1 critical issue in PR #142:

The app crashes with a SIGABRT when executing the 6th search query. The quota enforcement logic throws an unhandled exception instead of showing an error message.

Reproduction: Search tab → type query → send 6x → crash

How should we fix this?
Ask about test results...
The Autonomous Layer

Code agents write code. Swarm handles the rest.

Testing, security, and deployment are the new bottleneck. Swarm solves all three autonomously.

01
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02
CI BuildCompiles the code
SwarmTests, secures, deploys
04
Issue ReportDetailed repro steps
05
Auto-fixAgent patches the issue

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