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Niveditha Sathish Nair
Niveditha Sathish Nair

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I got my first PR merged in GSSoC 2026 and here's exactly what happened

#beginners #codenewbie #opensource #python

I fixed my first real bug in open source at GSSoC 2026

I've been participating in GSSoC 2026 (GirlScript Summer of Code) and today I got my first real code bug fix merged. Not a README edit. Not adding to a list. An actual bug fix in Python code.

Here's exactly what happened.

The Bug

In the project prajwalsuryawanshi/agentapi, there was a function called to_tool_definition().

The problem — when a developer used the @tool decorator to give their tool a custom name, description and context, the function was completely ignoring all of that. It was just using the raw function name and raw docstring instead.

So if you wrote:

@tool(name="my_custom_tool", description="does something useful")
def some_function():
    """raw docstring"""
    pass
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The tool definition would show some_function and raw docstring — completely ignoring what the developer wrote in the decorator. That's a real bug.

What I Fixed

Just 3 lines changed. But those 3 lines fixed the entire problem.

  • to_tool_definition() now reads the custom tool name from the @tool decorator
  • It now uses the composed description and context instead of the raw docstring

Clean, minimal, focused fix.

The Labels on My PR

The maintainer added these labels before merging:

  • gssoc:approved
  • level:beginner
  • type:bug
  • tool calling

Even a CodeRabbit AI bot reviewed it and said "No actionable comments" which basically means the code was clean enough that even the bot had nothing to complain about 😄

What I Learned

Before this I thought open source contributions had to be huge. Like adding entire features or rewriting systems.

This was 3 lines. But it fixed a real problem that real developers using this library were hitting.

That's what open source actually is — finding something broken and making it slightly less broken.

My GSSoC journey so far

This is my first week properly contributing to open source.
Before this I also got a PR merged in pcqpcq/open-source-android-apps (10k+ stars) where I added 3 missing apps to a curated list.

But this bug fix feels different. This was actual code. This was finding a real problem, understanding why it was broken, and fixing it properly.

More contributions coming. If you're also doing GSSoC 2026 feel free to connect — always happy to help beginners get their first PR merged!

GSSoC2026 #OpenSource #Python #BugFix

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