Today I focused on backend optimization and infrastructure stability for CyberShield.
First, I fixed a performance bottleneck in the network layer. Instead of opening a new HTTP session for every single VirusTotal API call, the bot now initializes one global aiohttp.ClientSession at startup that manages connections inside the core event loop.
Second, I tackled container environment persistence. To stop the active AI model from resetting on server restarts, I designed and integrated a universal Key-Value system_settings database table. Now, admin configurations survive crashes and host redeployments.
Finally, polished the codebase with proper asynchronous documentation and strict error handling!