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Step 1 of 5 · Generate

Create a function that finds duplicate values in a list.

def find_duplicates(items):
    seen = set()
    duplicates = []
    for item in items:
        if item in seen:
            duplicates.append(item)
        else:
            seen.add(item)
    return duplicates

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CodeForge is built around a developer workflow: generate, verify, repair, run, and improve. The goal is faster engineering without giving up visibility, control, or ownership of your code.

CapabilityCodeForge AIOther AI tools
AI code generation
Built-in code execution
AI debugging + repair
Yes*
Code explanation + refactoring
Yes*
Persistent snippets + sharing
Varies
Project organization + history
Varies
18+ languages
Varies
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*Capabilities and limits vary by product, plan, and workflow. This comparison describes broad publicly advertised capabilities, not a claim that competitors lack them.

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