Seven senior software engineers at Kilo who build and use AI coding agents report that running 2-4 "foreground" agents in parallel is the productive sweet spot, contradicting claims of managing 50-100…
Judicex, an open-source legal AI platform, launched today with a system that abstains from answering when evidence is insufficient rather than generating false information. The software operates on a …
A new study published on arXiv reveals that large language model agents suffer from "constraint decay," losing an average of 30 points in assertion pass rates when generating backend code with strict …
The article explains that approximately 80% of Flask applications still use basic `print()` statements or unstructured logging in production, which hinders effective debugging and monitoring despite t…
This article describes a cost-effective multi-tenant SaaS architecture that runs over 50 tenants on a single $30/month VPS using a wildcard SSL certificate, an nginx regex-based virtual host generator…
CyberArena is an interactive cybersecurity simulation and threat analysis platform built with Python, Flask, SQLite, Docker, and other web technologies. It features AI-based threat analysis, phishing …
The article describes a project by Muhammad Yasir Awan, developed during an internship at NEXE.AGENT, which builds a production-style AI automation assistant using Python, Flask, React, and Google Gem…
This article explains how to secure file uploads in a Flask-based chat app by implementing three key measures: restricting allowed file types to only images and videos (png, jpg, jpeg, gif, mp4, mov),…
Here is a factual summary of the article: The article describes a Python-based tool that monitors Google News for brand mentions using the SearchApi.io API. Each morning, the tool fetches news articl…