
Security News
AI Agent Lands PRs in Major OSS Projects, Targets Maintainers via Cold Outreach
An AI agent is merging PRs into major OSS projects and cold-emailing maintainers to drum up more work.
flashdb
Advanced tools
A high-performance, generic CRUD operations package combining SQLAlchemy async ORM with Redis caching. Features type-safe CRUD operations, automatic cache invalidation, pagination support, and Pydantic integration for schema validation. Ideal for FastAPI backends and read-heavy applications requiring optimized database access.
Follow DRY principles and keep your code DRY with FlashDB
FlashDB is a high-performance, generic CRUD operations package combining SQLAlchemy async ORM with Redis caching.
⚡ FlashDB is designed with FastAPI (Fastest Python Web Framework) in mind, providing optimal support for asynchronous operations, dependency injection, and Pydantic-based validation.
However, FlashDB is framework-agnostic — you can use it with any Python async environment (such as plain asyncio, Quart, Starlette, etc.), as long as you're using SQLAlchemy's async ORM.
Whether you're building REST APIs, microservices, or internal tooling, FlashDB can boost your productivity with clean and reusable CRUD operations. 💡
You only need to ensure Python version compatibility. All other dependencies will be installed automatically with FlashDB.
First create a virtual environment and activate it
(if not already done and it's a good practice to keep your dependencies in a virtual environment) :
uv venv
source .venv/bin/activate
Install FlashDB:
uv pip install flashdb
Create a virtual environment and activate it:
python3 -m venv venv
source venv/bin/activate
Install FlashDB:
pip install flashdb
Now you are ready to use FlashDB! 🤩
Click here to see a complete example
FAQs
A high-performance, generic CRUD operations package combining SQLAlchemy async ORM with Redis caching. Features type-safe CRUD operations, automatic cache invalidation, pagination support, and Pydantic integration for schema validation. Ideal for FastAPI backends and read-heavy applications requiring optimized database access.
We found that flashdb demonstrated a healthy version release cadence and project activity because the last version was released less than a year ago. It has 1 open source maintainer collaborating on the project.
Did you know?

Socket for GitHub automatically highlights issues in each pull request and monitors the health of all your open source dependencies. Discover the contents of your packages and block harmful activity before you install or update your dependencies.

Security News
An AI agent is merging PRs into major OSS projects and cold-emailing maintainers to drum up more work.

Research
/Security News
Chrome extension CL Suite by @CLMasters neutralizes 2FA for Facebook and Meta Business accounts while exfiltrating Business Manager contact and analytics data.

Security News
After Matplotlib rejected an AI-written PR, the agent fired back with a blog post, igniting debate over AI contributions and maintainer burden.