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Downstream dependencies
Line 23-27
load_data function affects the final status of the ETL process.
File and Line Insights
Line 8
use of requests call without timeout
Breaking changes
Line 17-21
return type of transform_data was modified (field `id` was added)
Upstream dependencies
Line 12
Introduced dependency on retry_request in extract_data_with_retry
Codebase Insights
Line 17-21
split ETL process into separate functions to reduce the number of lines.
Insights beyond the diff
The only way to predict the true impact of a code change is through structured impact analysis.
Downstream dependencies
Line 23-27
load_data function affects the final status of the ETL process.
File and Line Insights
Line 8
use of requests call without timeout
Breaking changes
Line 17-21
return type of transform_data was modified (field `id` was added)
Upstream dependencies
Line 12
Introduced dependency on retry_request in extract_data_with_retry
Codebase Insights
Line 17-21
split ETL process into separate functions to reduce the number of lines.
01
Elements
Inspect variables, functions, classes, and methods within the code.
Downstream dependencies
Line 23-27
load_data function affects the final status of the ETL process.
02
Files
Pinpointing specific code blocks for review, modification, or analysis.
File and Line Insights
Line 8
use of requests call without timeout
03
Dependencies
Analyze impact on upstream and downstream artifacts.
Breaking changes
Line 17-21
return type of transform_data was modified (field `id` was added)
Upstream dependencies
Line 12
Introduced dependency on retry_request in extract_data_with_retry
04
Codebase
Discover conventions, and architectural suggestions.
Codebase Insights
Line 17-21
split ETL process into separate functions to reduce the number of lines.
01
Code Elements
Errors, issues, and assistant.
‍
Downstream dependencies
Line 23-27
load_data function affects the final status of the ETL process.
02
File and Lines
Change scope, breaking changes, new dependencies.
Downstream dependencies
Line 23-27
load_data function affects the final status of the ETL process.
03
Changes
Runtime metrics, upstream and downstream dependencies.
Downstream dependencies
Line 23-27
load_data function affects the final status of the ETL process.
04
Codebase
Flaky tests, conventions, and architectural suggestions.
Downstream dependencies
Line 23-27
load_data function affects the final status of the ETL process.
Where Leading AI
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Baz integrates AI and your developer tools to analyze your codebase, map dependencies, and provide actionable reviews that ensure your code’s stability.
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Create a Change Request

Plan your proposed changes and invite your team to review.

Resources

AI Code Review in Any IDE, Securely with Baz MCP Server

Get high-signal, secure AI code reviews in any IDE with Baz’s new MCP server. No repo integration needed. Just connect, diff, and review. Works with Cursor, Claude, VS Code, and more.

News
29/5/25
Nimrod Hauser, Software Engineer

Turn Past PRs Into Code Review Agents: Introducing Custom Reviewers by Baz

Introducing Custom Reviewers, powered by your team’s own pull request history. Paired with the Prompt Playground, this lets you encode, test, and evolve your team’s engineering brain into a system of principles that AI can actually use.

News
22/5/25
Shachar Azriel, VP Product

How to Achieve Structured Output in Claude 3.7: Three Practical Approaches

Achieving reliable structured output in production can be tricky, especially with extended thinking mode. By using approaches like no thinking mode, careful prompting, or combining reasoning with a separate structuring model, you can effectively work around these limitations and integrate structured outputs into your GenAI applications.

8/5/25
Omri Levy

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