@jmkim85/dev-flow-mcp
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MCP-based Dev Flow - AI-powered development workflow management with 13 essential tools for TDD and context management
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[
{
"id": "mistake_001",
"pattern": "Storing passwords in plain text",
"context": "User registration endpoint implementation",
"frequency": 2,
"last_occurred": "2024-01-14T15:30:00.000Z",
"solutions": [
"Use bcrypt.hashpw() to hash passwords before storing",
"Never store plain text passwords in database",
"Use environment variables for salt rounds"
]
},
{
"id": "mistake_002",
"pattern": "Missing input validation on API endpoints",
"context": "REST API development",
"frequency": 3,
"last_occurred": "2024-01-14T16:45:00.000Z",
"solutions": [
"Use Pydantic models for request validation",
"Add @validate_json decorator to endpoints",
"Return 400 Bad Request for invalid input"
]
},
{
"id": "mistake_003",
"pattern": "Not writing tests before implementation",
"context": "TDD workflow violation",
"frequency": 1,
"last_occurred": "2024-01-13T14:20:00.000Z",
"solutions": [
"Always write failing tests first",
"Use test-driven development cycle: Red -> Green -> Refactor",
"Ensure tests fail before writing implementation"
]
},
{
"id": "mistake_004",
"pattern": "Hardcoding configuration values",
"context": "Database connection setup",
"frequency": 2,
"last_occurred": "2024-01-12T11:15:00.000Z",
"solutions": [
"Use environment variables for configuration",
"Create a config.py file with settings classes",
"Use python-dotenv for local development"
]
},
{
"id": "mistake_005",
"pattern": "Missing error handling in async functions",
"context": "Database operations",
"frequency": 1,
"last_occurred": "2024-01-11T09:30:00.000Z",
"solutions": [
"Wrap database calls in try-catch blocks",
"Handle specific exceptions (IntegrityError, etc.)",
"Return meaningful error messages to client"
]
}
]