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Generated best practices file
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best_practices.md
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best_practices.md
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<b>Pattern 1: Use proper error handling with get_logger() instead of print statements for consistent logging throughout the codebase.
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</b>
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Example code before:
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```
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try:
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# Some code that might fail
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result = process_data()
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except Exception as e:
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print(f"Failed to process data: {e}")
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```
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Example code after:
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```
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try:
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# Some code that might fail
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result = process_data()
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except Exception as e:
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get_logger().error(f"Failed to process data", artifact={"error": str(e)})
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```
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<details><summary>Relevant past discussions: </summary>
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- https://github.com/qodo-ai/pr-agent/pull/1529#discussion_r1958684550
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- https://github.com/qodo-ai/pr-agent/pull/1529#discussion_r1958686068
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- https://github.com/qodo-ai/pr-agent/pull/1529#discussion_r1964110734
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- https://github.com/qodo-ai/pr-agent/pull/1529#discussion_r1964107962
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</details>
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<b>Pattern 2: Add defensive null/type checking for dictionary access to prevent potential runtime errors, especially when working with API responses or user inputs.
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</b>
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Example code before:
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```
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if suggestion.get('score') >= threshold and suggestion.get('improved_code'):
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process_suggestion(suggestion)
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```
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Example code after:
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```
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if suggestion.get('score') is not None and suggestion.get('improved_code') and int(suggestion['score']) >= threshold:
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process_suggestion(suggestion)
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```
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<details><summary>Relevant past discussions: </summary>
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- https://github.com/qodo-ai/pr-agent/pull/1391#discussion_r1879875496
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- https://github.com/qodo-ai/pr-agent/pull/1290#discussion_r1798939921
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- https://github.com/qodo-ai/pr-agent/pull/1391#discussion_r1879875489
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</details>
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<b>Pattern 3: Add descriptive comments for complex logic or non-obvious code to improve maintainability and help future developers understand the purpose of the code.
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</b>
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Example code before:
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```
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if not issue or not isinstance(issue, dict):
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continue
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```
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Example code after:
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```
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# Skip empty issues or non-dictionary items to ensure valid data structure
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if not issue or not isinstance(issue, dict):
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continue
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```
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<details><summary>Relevant past discussions: </summary>
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- https://github.com/qodo-ai/pr-agent/pull/1262#discussion_r1782097205
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- https://github.com/qodo-ai/pr-agent/pull/1583#discussion_r1971790979
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</details>
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<b>Pattern 4: Wrap API calls and external service interactions with proper try-except blocks and add specific error handling for different failure scenarios.
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</b>
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Example code before:
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```
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data_above_threshold = {'code_suggestions': []}
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for suggestion in data['code_suggestions']:
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if int(suggestion.get('score', 0)) >= threshold:
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data_above_threshold['code_suggestions'].append(suggestion)
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self.push_inline_code_suggestions(data_above_threshold)
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```
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Example code after:
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```
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data_above_threshold = {'code_suggestions': []}
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try:
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for suggestion in data['code_suggestions']:
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if int(suggestion.get('score', 0)) >= threshold:
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data_above_threshold['code_suggestions'].append(suggestion)
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if data_above_threshold['code_suggestions']:
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self.push_inline_code_suggestions(data_above_threshold)
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except Exception as e:
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get_logger().error(f"Failed to publish suggestions, error: {e}")
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```
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<details><summary>Relevant past discussions: </summary>
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- https://github.com/qodo-ai/pr-agent/pull/1391#discussion_r1879870807
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- https://github.com/qodo-ai/pr-agent/pull/1263#discussion_r1782129216
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</details>
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<b>Pattern 5: Use consistent formatting and capitalization in documentation, especially in field descriptions and configuration comments, to improve readability.
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</b>
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Example code before:
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```
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class ConfigFields(BaseModel):
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field_one: str = Field(description="the first field that does something")
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field_two: str = Field(description="The second field for another purpose")
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```
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Example code after:
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```
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class ConfigFields(BaseModel):
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field_one: str = Field(description="The first field that does something")
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field_two: str = Field(description="The second field for another purpose")
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```
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<details><summary>Relevant past discussions: </summary>
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- https://github.com/qodo-ai/pr-agent/pull/1262#discussion_r1782097204
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- https://github.com/qodo-ai/pr-agent/pull/1543#discussion_r1958093666
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</details>
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<b>Pattern 6: Fix typos and grammatical errors in documentation, comments, and user-facing messages to maintain professionalism and clarity.
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</b>
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Example code before:
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```
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# Create a webhook in GitLab. Set the URL to http[s]://<PR_AGENT_HOSTNAME>/webhook, the secret token to the generated secret from step 2, andenable the triggers.
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```
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Example code after:
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```
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# Create a webhook in GitLab. Set the URL to http[s]://<PR_AGENT_HOSTNAME>/webhook, the secret token to the generated secret from step 2, and enable the triggers.
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```
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<details><summary>Relevant past discussions: </summary>
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- https://github.com/qodo-ai/pr-agent/pull/1307#discussion_r1817699788
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- https://github.com/qodo-ai/pr-agent/pull/1307#discussion_r1817699656
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- https://github.com/qodo-ai/pr-agent/pull/1517#discussion_r1942896094
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</details>
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