Outpost, a capability-based credential proxy for AI agents, launched to prevent credential leakage by enforcing what agents can do with YAML-defined policies instead of exposing raw API keys. The tool…
Nader Al Shawki, a final-year AI Engineering student at Al-Razi University in Yemen, has built several production-grade AI systems including a tomato leaf disease detection platform using YOLOv8 and F…
DigitalOcean published a community tutorial demonstrating a zero-infrastructure RAG agent for legal document retrieval using its managed stack: Spaces, Knowledge Bases, MCP, and Serverless Inference. …
A developer is building production-style AI engineering systems that integrate AI as a component within full backend architectures, rather than simple API wrappers. Projects include an AI personal ass…
A developer built an AI pipeline using FastAPI, Kafka (Redpanda), and Python workers to decouple services and handle bursty workloads. The architecture splits the API from background processing, impro…
A developer demonstrates how to implement JWT authentication in FastAPI for AI applications, covering password hashing with bcrypt and token generation using python-jose. The tutorial includes registr…
Nick Creighton, an operator who ships, provides a detailed blueprint for deploying Meta's Llama 3 706B model locally, emphasizing privacy, latency, and cost benefits over cloud APIs. He outlines the e…
A developer built a $0.04-per-cover image generator using Amazon Bedrock's Stable Image Core, achieving brand consistency through prompt engineering and post-processing rather than fine-tuning. The sy…
A developer built LifeLine Loop, an AI-powered food redistribution platform that connects food donors with NGOs. The system uses computer vision to classify food from photos, estimates servings, and p…
A developer created a structured prompting method called C.O.R.E. (Context, Objective, Rules, Expected output) to improve results from AI coding assistants like ChatGPT. The method involves specifying…
A developer hardened the REST API boundaries in Cisco's skill-scanner repository, a tool for scanning Agent Skill packages, by adding authentication, rate limiting, and input validation. The hardening…
ASCILINE, a high-performance cross-platform real-time ASCII video rendering engine, transforms video into text-based representations on HTML5 Canvas, enabling ultra-low bandwidth streaming, AI integra…
A developer built a Gemini Live voice app using React, FastAPI, and a custom WebSocket protocol. The approach enables real-time voice interaction with Google's Gemini AI directly from a browser, offer…
A developer built and shipped Chista, an iOS app that auto-imports and classifies screenshots using AI, in 30 days for about $300. The app uses a SwiftUI frontend with a Python backend on FastAPI, Sup…
A developer documented the undocumented process of building a custom AI agent in SAP Joule Studio that connects to external REST APIs, revealing gaps in official documentation and sharing integration …
Tekyous launched an interactive tech stack builder that lets developers browse hundreds of tools, get AI-driven stack recommendations, and build visual architecture diagrams. The platform includes a s…
An HNG intern optimized a demographic intelligence API to handle millions of records with sub-second query times and built reliability mechanisms into an AI-powered interview platform. The intern solv…
FastAPI developers often confuse authentication with authorization, but the two concepts solve distinct security problems. Authentication verifies a user's identity through credentials like passwords …
Distill, a self-hosted AI agent, now requires physical evidence—such as a written file, a passing test, or a running service—before it can mark a task as complete, using a task contract system to prev…
A developer has published a guide demonstrating how to stream responses from Anthropic's Claude API token by token in Python, reducing latency from several seconds to a few hundred milliseconds for ch…