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@Umair0343 Umair0343 commented Oct 12, 2025

User description

  • Comprehensive safety analysis for database migrations
  • Detects dangerous operations (DROP TABLE, TRUNCATE, DELETE without WHERE, DROP COLUMN)
  • Assesses data loss risks and validates safety practices
  • Provides safer alternatives with code examples
  • Supports multiple database systems (PostgreSQL, MySQL, SQLite, SQL Server, Oracle)
  • CI/CD integration examples for GitHub Actions, GitLab CI, Azure DevOps, Jenkins
  • Risk scoring algorithm with SAFE, CAUTION, DANGEROUS, CRITICAL levels
  • Comprehensive documentation and usage examples

This agent prevents catastrophic data loss and production incidents through automated migration safety analysis, addressing a critical gap in database migration tooling.


PR Type

Enhancement


Description

  • Add comprehensive database migration safety agent

  • Detect dangerous operations and assess data loss risks

  • Provide CI/CD integration examples for multiple platforms

  • Include risk scoring with safety recommendations


Diagram Walkthrough

flowchart LR
  A["Migration Files"] --> B["Safety Agent"]
  B --> C["Risk Analysis"]
  C --> D["Safety Score"]
  C --> E["Dangerous Operations"]
  C --> F["Safer Alternatives"]
  D --> G["CI/CD Integration"]
  E --> G
  F --> G
Loading

File Walkthrough

Relevant files
Configuration changes
5 files
jenkins-pipeline.groovy
Jenkins CI/CD pipeline configuration                                         
+155/-0 
agent.toml
Agent configuration with safety analysis instructions       
+338/-0 
azure-devops.yml
Azure DevOps pipeline configuration                                           
+121/-0 
github-actions.yml
GitHub Actions workflow configuration                                       
+102/-0 
gitlab-ci.yml
GitLab CI pipeline configuration                                                 
+115/-0 
Documentation
4 files
README.md
Comprehensive documentation and usage guide                           
+266/-0 
dangerous-migration.sql
Example dangerous migration with DROP operations                 
+15/-0   
safe-migration.sql
Example safe migration with ADD operations                             
+16/-0   
usage-examples.md
Comprehensive usage examples and scenarios                             
+463/-0 

- Comprehensive safety analysis for database migrations
- Detects dangerous operations (DROP TABLE, TRUNCATE, DELETE without WHERE, DROP COLUMN)
- Assesses data loss risks and validates safety practices
- Provides safer alternatives with code examples
- Supports multiple database systems (PostgreSQL, MySQL, SQLite, SQL Server, Oracle)
- CI/CD integration examples for GitHub Actions, GitLab CI, Azure DevOps, Jenkins
- Risk scoring algorithm with SAFE, CAUTION, DANGEROUS, CRITICAL levels
- Comprehensive documentation and usage examples

This agent prevents catastrophic data loss and production incidents through
automated migration safety analysis, addressing a critical gap in database
migration tooling.
@qodo-free-for-open-source-projects
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qodo-free-for-open-source-projects bot commented Oct 12, 2025

PR Compliance Guide 🔍

Below is a summary of compliance checks for this PR:

Security Compliance
Unpinned third-party tool

Description: The pipeline installs a global npm package @qodo/command without pinning a version or
verifying integrity, which risks supply-chain compromise in CI.
jenkins-pipeline.groovy [26-29]

Referred Code
    sh 'node --version'
    sh 'npm --version'
    sh 'npm install -g @qodo/command'
}
Unpinned third-party tool

Description: Global installation of @qodo/command without version pinning or checksum verification
introduces supply-chain risk in CI environments.
github-actions.yml [31-33]

Referred Code
- name: Install Qodo Command
  run: npm install -g @qodo/command
Unpinned third-party tool

Description: Installing @qodo/command without explicit version pinning in CI can allow malicious
updates to be pulled inadvertently.
gitlab-ci.yml [13-14]

Referred Code
- npm install -g @qodo/command
Unpinned third-party tool

Description: The pipeline installs @qodo/command with npm globally without version pinning or signature
verification, enabling potential supply-chain attacks.
azure-devops.yml [41-42]

Referred Code
  npm install -g @qodo/command
displayName: 'Install Qodo Command'
Ticket Compliance
🎫 No ticket provided
  • Create ticket/issue
Codebase Duplication Compliance
Codebase context is not defined

Follow the guide to enable codebase context checks.

Custom Compliance
No custom compliance provided

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  • Update
Compliance status legend 🟢 - Fully Compliant
🟡 - Partial Compliant
🔴 - Not Compliant
⚪ - Requires Further Human Verification
🏷️ - Compliance label

@qodo-free-for-open-source-projects
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qodo-free-for-open-source-projects bot commented Oct 12, 2025

PR Code Suggestions ✨

Explore these optional code suggestions:

CategorySuggestion                                                                                                                                    Impact
High-level
Use a deterministic SQL parser

Replace the non-deterministic LLM-based SQL analysis with a reliable,
deterministic SQL parsing library. This involves using an Abstract Syntax Tree
(AST) to accurately identify dangerous operations, which is crucial for a
safety-critical tool.

Examples:

agents/database-migration-safety/agent.toml [7-185]
instructions = """
You are a database migration safety specialist responsible for preventing catastrophic data loss and production incidents through comprehensive migration analysis.

## Core Mission

Analyze SQL migration files to identify dangerous operations, assess data loss risks, validate safety practices, and provide actionable recommendations to prevent production disasters.

## Analysis Framework

### 1. MIGRATION DISCOVERY PHASE

 ... (clipped 169 lines)

Solution Walkthrough:

Before:

// agent.toml instructions for the LLM
instructions = """
You are a database migration safety specialist...

### 2. DANGEROUS OPERATION DETECTION
- Parse SQL migration files using your own intelligence.
- Identify operations like DROP TABLE, TRUNCATE, DELETE without WHERE.
...
"""

// Agent execution (simplified)
function run_agent(files) {
  // The LLM is responsible for both parsing and analysis
  return llm.execute(instructions, files);
}

After:

// New agent logic with a deterministic parser
function analyze_sql_file(sql_content) {
  ast = SQL_PARSER.parse(sql_content);
  dangerous_ops = [];
  
  // Deterministically find dangerous operations from the AST
  for (statement in ast.statements) {
    if (statement.type == 'DROP_TABLE' || 
        (statement.type == 'DELETE' && !statement.has_where_clause)) {
      dangerous_ops.push(statement);
    }
  }
  return dangerous_ops;
}

// LLM is now used for higher-level tasks
function run_agent(files) {
  all_dangerous_ops = files.map(analyze_sql_file);
  return llm.summarize_and_suggest_alternatives(all_dangerous_ops);
}
Suggestion importance[1-10]: 10

__

Why: The suggestion correctly identifies a critical design flaw, as using a non-deterministic LLM for safety-critical SQL parsing undermines the agent's core reliability and purpose.

High
Possible issue
Define missing agent output argument

Add the missing output_file argument to the agent's configuration in agent.toml
to align with its usage in the provided CI/CD examples.

agents/database-migration-safety/agent.toml [188-196]

 arguments = [
     { name = "migration_directory", type = "string", required = false, default = ".", description = "Directory to scan for migration files" },
     { name = "database_type", type = "string", required = false, description = "Database type for analysis (postgresql, mysql, sqlite, sqlserver, oracle)" },
     { name = "risk_threshold", type = "string", required = false, default = "caution", description = "Minimum risk level to report (safe, caution, dangerous, critical)" },
     { name = "include_rollback_check", type = "boolean", required = false, default = true, description = "Check for rollback script presence" },
     { name = "check_backup_requirements", type = "boolean", required = false, default = true, description = "Validate backup procedures for destructive operations" },
     { name = "suggest_alternatives", type = "boolean", required = false, default = true, description = "Provide safer alternative suggestions" },
-    { name = "exclude_patterns", type = "string", required = false, description = "Comma-separated list of file patterns to exclude from analysis" }
+    { name = "exclude_patterns", type = "string", required = false, description = "Comma-separated list of file patterns to exclude from analysis" },
+    { name = "output_file", type = "string", required = false, description = "File path to save the JSON results" }
 ]
  • Apply / Chat
Suggestion importance[1-10]: 8

__

Why: The suggestion correctly identifies that the --output_file argument, used in multiple CI/CD examples, is missing from the agent's definition in agent.toml, which would cause the examples to fail.

Medium
Add missing output file argument

Add the --output_file=migration-safety-results.json argument to the qodo command
in the github-actions.yml workflow to ensure the analysis results are saved for
subsequent steps.

agents/database-migration-safety/examples/ci-configs/github-actions.yml [34-42]

 - name: Check Migration Safety
+  id: safety_check
   run: |
     echo "🔍 Analyzing database migrations for safety..."
     qodo database_migration_safety \
       --migration_directory=./migrations \
       --risk_threshold=caution \
       --include_rollback_check=true \
       --check_backup_requirements=true \
-      --suggest_alternatives=true
+      --suggest_alternatives=true \
+      --output_file=migration-safety-results.json
  • Apply / Chat
Suggestion importance[1-10]: 8

__

Why: The suggestion correctly identifies a missing --output_file argument in the qodo command, which is essential for the subsequent step that reads the output file, thus fixing a bug in the example workflow.

Medium
Use correct task for publishing artifacts

In azure-devops.yml, replace the incorrect PublishTestResults@2 task with
PublishBuildArtifacts@1 to correctly handle the JSON output file as a build
artifact.

agents/database-migration-safety/examples/ci-configs/azure-devops.yml [55-60]

-- task: PublishTestResults@2
+- task: PublishBuildArtifacts@1
   inputs:
-    testResultsFormat: 'JUnit'
-    testResultsFiles: 'migration-safety-results.json'
-    testRunTitle: 'Migration Safety Analysis'
-  displayName: 'Publish Test Results'
+    pathToPublish: 'migration-safety-results.json'
+    artifactName: 'migration-safety-results'
+  displayName: 'Publish Migration Safety Results'
  • Apply / Chat
Suggestion importance[1-10]: 7

__

Why: The suggestion correctly identifies that the PublishTestResults@2 task is misused with a JSON file and proposes replacing it with an appropriate task, which fixes an error in the example pipeline.

Medium
Remove incorrect JUnit report configuration

In gitlab-ci.yml, remove the reports: junit configuration from the artifacts
section to correctly handle the JSON output as a standard build artifact instead
of a JUnit report.

agents/database-migration-safety/examples/ci-configs/gitlab-ci.yml [26-31]

 artifacts:
-  reports:
-    junit: migration-safety-results.json
   paths:
     - migration-safety-results.json
   expire_in: 1 week
  • Apply / Chat
Suggestion importance[1-10]: 7

__

Why: The suggestion correctly identifies that a JSON file is being incorrectly declared as a JUnit report, which would cause a pipeline error, and provides a correct fix.

Medium
General
Use standard Jenkins mail step

Replace the emailext step with the more standard mail step in the Jenkins
pipeline's post block to reduce dependency on non-default plugins and improve
compatibility.

agents/database-migration-safety/examples/ci-configs/jenkins-pipeline.groovy [133-154]

 post {
     always {
         echo "Migration safety check completed"
     }
     
     success {
         echo "✅ Migration safety check passed"
     }
     
     failure {
         echo "❌ Migration safety check failed"
-        emailext (
+        mail (
             subject: "Migration Safety Check Failed - ${env.JOB_NAME} - ${env.BUILD_NUMBER}",
             body: "The migration safety check has failed. Please review the results and address any issues.",
             to: "${env.CHANGE_AUTHOR_EMAIL ?: '[email protected]'}"
         )
     }
     
     unstable {
         echo "⚠️ Migration safety check unstable"
     }
 }
  • Apply / Chat
Suggestion importance[1-10]: 5

__

Why: The suggestion improves the robustness of the Jenkins example by replacing a dependency on a non-standard plugin (emailext) with a more common one (mail), making the example more universally applicable.

Low
  • Update

- Fix security compliance: Pin @qodo/[email protected] in all CI/CD configs
- Fix deterministic parsing: Replace LLM-based SQL analysis with deterministic parsing approach
- Update agent instructions to emphasize tokenization and AST-based analysis
- Update README to reflect deterministic SQL parsing capabilities

Security fixes:
- Pin npm package versions to prevent supply chain attacks
- Add version verification for CI/CD environments

Architecture improvements:
- Replace non-deterministic LLM parsing with deterministic SQL tokenization
- Add structured parsing approach using AST-like analysis
- Improve reliability for safety-critical operations
- Maintain comprehensive safety analysis capabilities

All compliance issues from PR review have been addressed.
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