News
Enterprise-Grade Access Control for Python Apps - Battle-Tested & Open Source
37+ min ago (83+ words) Ever needed proper access control in your app but didn't want to: We built RBAC Algorithm - a lightweight, production-ready access control library for Python. That's it. No config files, no database, no complexity. We have also created a test-app integrated…...
SQLAlchemy Architecture — Notes from a Beginner Learning Backend
50+ min ago (289+ words) I am still new to backend development and databases. While trying to understand SQLAlchemy, I wrote these notes in simple words so I don't fool myself into thinking I understand more than I actually do. This is not a guide....
Stop Reinventing Multiplayer Netcode — Here's How I Built a Universal Protocol
53+ min ago (478+ words) TL;DR: I got tired of every game needing custom netcode, so I built Project Neon " a minimal UDP protocol that works for any multiplayer game. 8-byte header, zero assumptions about your game logic, and you define your own packets....
Students Professionals GitHub
56+ min ago (293+ words) GitHub is one of the first platforms students are told to create an account on " and one of the last platforms professionals stop using at work. Same tool. Very different usage. If you've ever wondered: This post is for you....
Use of Git to push/pull code, track changes and version control
1+ hour, 9+ min ago (181+ words) Setting up Git and using it for version control involves a few key steps, including installing Git, creating a repository, making commits, and using push and pull commands to sync your work with a remote repository. Here's a detailed guide…...
GHSA-5882-5RX9-XGXP: Crawl4AI RCE: Hook, Line, and Sinker into Your Docker Container
1+ hour, 44+ min ago (446+ words) Crawl4AI RCE: Hook, Line, and Sinker into Your Docker Container Vulnerability ID: GHSA-5882-5RX9-XGXP CVSS Score: 10.0 Published: 2026-01-16 A critical Remote Code Execution (RCE) vulnerability in Crawl4AI's Docker deployment allows unauthenticated attackers to execute arbitrary Python code via the hooks parameter, bypassing a…...
How to make LLMs work on large amounts of data
1+ hour, 51+ min ago (600+ words) Text to SQL tools have largely dominated the market of applying Intelligence over large amounts of data. However, with the advent of LLMs, this became a task dominated by several other tech, including RAG, Coding/SQL agents, etc. One major…...
Building AuditAlly: An AI-Powered Compliance Monitor with Next.js 15
2+ hour, 3+ min ago (109+ words) I recently built AuditAlly, a SaaS platform that helps SMBs stay on top of regulatory compliance. Here's a technical breakdown of the stack and key decisions. The dashboard shows a live compliance percentage calculated from: Track SOC 2, HIPAA, PCI-DSS, GDPR,…...
GHSA-38CW-85XC-XR9X: Identity Crisis: Dumping Veramo's Digital Wallets via SQL Injection
2+ hour, 4+ min ago (626+ words) Identity Crisis: Dumping Veramo's Digital Wallets via SQL Injection Vulnerability ID: GHSA-38CW-85XC-XR9X CVSS Score: 6.8 Published: 2026-01-16 A critical SQL injection vulnerability in the Veramo framework's data storage layer allows authenticated attackers to manipulate query ordering parameters, enabling the exfiltration of sensitive data'including…...
🏆 Hackathon Synergy Agent
5+ hour, 17+ min ago (224+ words) This is a submission for the Algolia Agent Studio Challenge: Consumer-Facing Conversational Experiences Hackathon Synergy Agent is a consumer-facing conversational AI assistant that solves "idea paralysis" for Indian engineering students who participate in frequent hackathons like Smart India Hackathon, JHUB,…...