This is a submission for the Hacktoberfest Weekend Challenge: Build for a Friend What I Built I built PasteDB , a lightweight code-sharing platform designed to make sharing code blocks seamless. To take it a step further for this challenge, I integrated an "Explain This Code" AI assistant layer.…
This is a submission for the Hacktoberfest Weekend Challenge: Build for a Friend What I Built DemurrageDesk is a local RAG assistant for working with shipping line and terminal documents. I built it around a problem I could easily imagine a friend working in logistics dealing with: finding…
A few months ago, I was mostly focused on strengthening my Python fundamentals. Today, I have a working full-stack Business Intelligence platform called VISORA BI , built with Python, Pandas, FastAPI, React, Vite, REST APIs, automated testing, persistent datasets, reports, and AI-powered insights.…
"The H-1B program is completely broken, and I'd be very supportive of just eliminating it," Vice President JD Vance said on October 1. The post JD Vance Is Building Coalition for H-1B Reforms appeared first on Breitbart .
My first C++ projects involved sockets and a thread-per-client model. Later, I got seriously into web development, tried several languages and frameworks, and eventually found ASP.NET Core. I loved it. To this day, it’s my favorite web framework, and it set the standard for how I wanted building an…
# Building a Resilient Local RAG Backend Engine 🎃 Hacktoberfest 2026 Submission For the Hacktoberfest 2026 DEV Challenge, I built a zero-dependency, local-first Retrieval-Augmented Generation (RAG) backend engine designed to run open-weight models completely offline. 🚀 What I Built An asynchronous…
The previous two parts wired up the agent loop and gave it tools. The missing piece is memory. Session context resets with every new conversation, so anything the agent learned about a user, their preferences or an earlier decision is gone. Long term memory fixes that, but only if you store the…
Repo: darkedges/pf12.3-biscuit-datalog-tokens , plugin source in pf-biscuit-generator/ Part 1 argued for a hybrid: PingFederate issues JWTs at the edge, and token exchange turns them into Biscuits for everything inside. This part builds the one piece PingFederate doesn't ship, a token generator…
Cybersecurity certification technology cannot realistically be designed once and considered finished. Certification requirements evolve. Technical components mature. Integrations reveal new requirements. Pilot environments expose assumptions that may not have been visible during the design stage.…
Jimmie Johnson is bringing celebrities, athletes and business leaders into Legacy Motor Club. The goal isn’t just star power, but more resources to build a winning team.