Lessons Learned from Running a Code Review Automation Pipeline with Docker Agent

I will summarize the tips, pitfalls, and implementation steps I discovered after operating a system for about three weeks ...

Autonomous AI with 4GB VRAM. The complete record of achieving 'web search, reasoning, and self-healing' using lightweight local LLMs and custom MCP

Hello, this is Furufuru.The recent evolution of AI agents is truly staggering. If you give smart models like Claude or GPT hands and feet, they can handle complex research and automation exactly as ...
Security Boulevard

Serverless, Not Riskless: Exploiting Unauthenticated API Gateways in AWS

Exploiting Unauthenticated API Gateways in AWS September 21, 2026 sara.pearlman@guidepointsecurity.com BLOG  5 min. Over the past year, GuidePoint’s Threat and Attack Simulation (TAS) team has ...
HackerNoon

Building an Urban Heat Island Detector with Python, Satellite Data, and Machine Learning

Urban heat islands are a solvable data problem: this piece shows how to combine free satellite imagery, standard ...