A critical vulnerability tracked as CVE-2026-48710 and nicknamed "BadHost" was disclosed in the Starlette ASGI framework, affecting all versions prior to 1.0.1. The flaw allows attackers to manipulate…
A single-character bug in the Starlette open-source framework, tracked as CVE-2026-48710 and nicknamed BadHost, allowed attackers to bypass authentication on millions of servers running AI agents and …
A single malformed character in a web request can let an unauthenticated attacker bypass access controls in applications built on the Starlette framework, which powers FastAPI, researchers at cybersec…
A developer secured their FastAPI application ratecalc.fyi by fixing six vulnerabilities in a single session using the gstack /cso security audit tool on Claude Code. The critical issues included an a…
Cursorfy launched a recursive, self-aware dashboard built on the Cursor SDK and FastAPI that reads, queries, and edits its own source code when users ask for changes. The tool scaffolds full data dash…
A developer named Kailash built a real-time Voice AI assistant using entirely open-source tools, including Whisper for speech-to-text, LLaMA 3.3 70B for response generation, and gTTS for text-to-speec…
A critical vulnerability in the open source Starlette framework, tracked as CVE-2026-48710 and named BadHost, exposes millions of AI agents and tools to potential data theft and credential compromise.…
Agent Activity is an open-source monitoring platform that combines a Python endpoint agent, FastAPI backend, and Angular dashboard to collect and display system activity from registered desktop machin…
A developer built and deployed Game Recommended AI, a full-stack web platform that analyzes Spanish-language Steam reviews using a Naive Bayes NLP model to predict whether a game is worth buying. The …
This article describes how to build production-grade AI agent systems using a microservices architecture, moving beyond single-process prototypes that fail at scale. It advocates for designing each "m…
The article describes the real-time moderation system for Camdiv, an anonymous one-to-one video chat app, where the primary engineering challenge is not video streaming but preventing harmful content.…
The article describes a production pattern for implementing multi-tenant row-level security (RLS) in PostgreSQL, arguing that application-layer tenant isolation is unreliable because bugs like missing…
The article describes a technical setup for running a local AI coding assistant (Aider) on Apple Silicon Macs using a custom Python server with the MLX library for direct RAM loading of language model…
A practical implementation pattern for building a secure AI agent harness for a bank, moving beyond theoretical design principles. The system is structured with five layers—Engineer, FastAPI Agent Por…
The author uses 18 static structure tests, running in 0.4 seconds, to prevent AI coding assistants like Claude Code from violating critical architectural boundaries in a complex FastAPI/IoT system. Th…
Tutorial on building a FastAPI service with a POST /verify endpoint that combines two independent signals—C2PA cryptographic provenance manifests and an AI image detection classifier—to assess whether…
Based on the provided text, the article explores the practical applications of AI, including using LLMs for business workflow automation and professional code generation. It highlights a growing deman…
OpenGuard is an open-source, self-hosted static code analysis platform that serves as an alternative to tools like SonarQube, enabling developers to scan codebases, track security issues, and manage r…
The article proposes an AI-powered tool called "Shazam for Movies" that allows users to upload a screenshot, short clip, or social media link to instantly identify the movie or TV show. The creator is…
Alex built MikaAI, an AI contract generator using Python, FastAPI, SQLite, DeepSeek, and Tailwind CSS. The tool can produce over 20 contract types, including NDAs and service agreements, and features …