Time to first output
30-90 minutes
Includes setup plus initial result generation
Execution Map
Step-by-step pipeline
Step 1 of 5Open task page
Preparation: Refactor code
Prepare inputs and settings through Refactor code before running automate code reviews.
Why it matters
Refactor code sets up the foundation for automate code reviews; clean inputs here reduce downstream rework.
The Result
Inputs, context, and settings are ready so the workflow can move into execution without blockers.
⭐Top PickTop mapped tool
AI Code Convert →Selected from the highest-fit tool mappings and active usage signals for this step.
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Step 2 of 5Open task page
Core Execution: Automate code reviews
Execute automate code reviews with Automate code reviews to produce the primary production code.
Why it matters
This is the core step where automate code reviews actually happens, so it determines baseline quality for everything after it.
The Result
A first-pass production code is generated and ready for refinement in the next steps.
⭐Top PickTop mapped tool
CodeInspector (now Codiga/Datadog Static Analysis) →Best mapped choice for the core step based on task relevance and active usage signals.
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Compare top toolsStep 3 of 5Open task page
Input Setup: Generate code documentation
Use Generate code documentation to build supporting assets that improve automate code reviews quality.
Why it matters
Generate code documentation strengthens automate code reviews by feeding better supporting material into the pipeline.
The Result
Supporting assets from generate code documentation are prepared and connected to the main workflow.
⭐Top PickTop mapped tool
CodeGeeX →Selected from the highest-fit tool mappings and active usage signals for this step.
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Compare top toolsStep 4 of 5Open task page
Quality and Optimization: Generate code snippets
Refine and validate automate code reviews output using Generate code snippets before final delivery.
Why it matters
Generate code snippets adds quality control so issues are caught before the workflow is finalized.
The Result
The production code is improved, validated, and prepared for final delivery.
⭐Top PickTop mapped tool
aider →Selected from the highest-fit tool mappings and active usage signals for this step.
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Compare top toolsStep 5 of 5Open task page
Delivery: Debug code
Package and ship the output through Debug code so automate code reviews reaches end users.
Why it matters
Debug code is what turns intermediate output into a usable, publishable result for real users.
The Result
A finalized production code is ready for publishing, handoff, or integration.
⭐Top PickTop mapped tool
Acode →Selected from the highest-fit tool mappings and active usage signals for this step.
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