Agentic AI workflows represent a paradigm shift in artificial intelligence, moving from content generation to intelligent production orchestration. These systems interpret natural language commands an…
A developer building a multi-armed bandit router for LLM routing discovered that silent model degradation can cause the router to fail because it relies on historical success estimates that become out…
A developer added a hybrid post-quantum key exchange to the Rust-based VPN Qeli, combining X25519 and ML-KEM-768 to protect against 'harvest now, decrypt later' attacks. The handshake runs both algori…
DEV announced the winners of the Hermes Agent Challenge, where developers built innovative projects using the open-source Hermes agentic system. Notable submissions included an offline-first emergency…
A solo developer built a cited, fact-checked knowledgebase for their fleet of 20 AI agents to prevent confident hallucinations. The system, called the 10-Library, stores only world-true facts and enfo…
A developer working on the open-source framework Projector encountered a bundle size issue caused by unnecessary code being pulled into the browser. Using ChatGPT 5.5 with Codex, they iterated on solu…
Currai, an AI observability platform, helps teams monitor, test, and improve AI applications in production by capturing prompts, model responses, latency, token usage, and costs. It enables prompt eng…
A developer argues that most AI coding tools are built for developers working in a repository, not for ops engineers debugging production issues at 2am. They propose an AI assistant that works within …
Runflow benchmarked 8 image generation models across 12,000 real inference jobs, scoring each on quality, cost, and latency. Flux.2 [dev] achieved a composite quality score of 95, matching or exceedin…
A paper by Orogat and Mansour argues that agent memory should not be treated as a database, identifying four failure modes when memory is handled like storage. The authors propose Governed Evolving Me…
Dr. Sams argues that handoff contracts between agents are the critical but often overlooked component in production multi-agent systems. The post defines a handoff contract as a typed, documented inte…
An experienced engineer deployed Nous Research's autonomous AI agent Hermes directly into a Linux terminal environment to build production-ready systems including a Flutter Web PWA, a Go-native deskto…
Hermes Agent, an open-source AI agent framework by Nous Research, has released a desktop app that provides a visual interface for managing and monitoring AI agents. The app offers features such as aut…
An engineer building anchortree, an agent-first browser interface, observes that the industry is converging on durable element identity for AI agents. Tools like Playwright, agent-browser, and browser…
A developer building an Agent Card that publicly certifies holding an on-chain 'Eagle #0' credential argues that such immutable records are better understood as vintage labels—certifying a moment of c…
An 18-year-old solo developer built Aurora, a desktop Pomodoro timer that uses AI to verify focus. The app, built with Electron and the Gemini 3.1 Flash-Lite API, generates personalized quizzes after …
A developer demonstrates how to use Python's Skyfield library to calculate the apparent position of asteroids like 4 Vesta from orbital elements. The approach bridges raw Minor Planet Center data with…
A developer proposes a new approach to agent memory where confidence scores are recomputed from a graph structure rather than stored statically. The system uses an asymmetric formula that penalizes co…
A developer compiled a curated list of over 60 AI tools for cryptocurrency, covering trading bots, on-chain analysis, security auditing, DeFi analytics, data APIs, and open-source resources. The list …
A developer built a progressive web app for 31 Korean cities using React and Leaflet, sharing lessons from the project. Key takeaways include using Vite SSG for Korean SEO, Leaflet over Mapbox for cos…