A developer built a production background task pipeline using FastAPI and PostgreSQL that processes AI document jobs asynchronously, returning a job ID in milliseconds while Claude handles summarizati…
An engineer built a documentation Q&A engine that returns `null` instead of hallucinating answers when a query has no match in the corpus. The Knowledge Base API uses BM25 retrieval with POS-aware lem…
EV-QA-Framework, an open-source machine learning tool for electric vehicle battery quality assurance, has been released on GitHub. The framework combines rule-based validation with Isolation Forest an…
AI search systems that understand intent and context are emerging as a major SaaS opportunity, transforming how businesses access operational data. By using embedding engines and vector databases, the…
Ashwin Gururaj, a data scientist and AI engineer based in Melbourne, Australia, is seeking full-time, contract, or internship opportunities. He recently built Sift, an open-source multi-agent fact-che…
Gagan, a Master's student at Northeastern University, released Arcis, an open-source security middleware for Node, Python, and Go that blocks 34 attack vectors inside web applications. The middleware,…
A developer built a human-in-the-loop AI workflow automation system using Make, FastAPI, OpenAI, and Monday CRM to reduce repetitive manual review work while keeping the process controlled and traceab…
A developer benchmarked ChromaDB, Qdrant, Weaviate, and pgvector for RAG pipelines, finding that most teams over-optimize for future scale while underestimating day-one operational costs. ChromaDB off…
A developer built a production AI application for just $10/year by combining HuggingFace Spaces (free tier) with a Cloudflare Worker (free tier) and a custom domain. The setup provides 16GB RAM, 2 vCP…
A developer built Bugloo, a free AI code reviewer for students that analyzes code snippets for bugs, style issues, and improvements using FastAPI, Supabase, and Groq's llama3-70b-8192 model. The proje…
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…