Markus is an open-source platform (AGPL-3.0) for building and managing teams of AI agents that work collaboratively with defined roles, skills, and communication protocols. Unlike proprietary systems,…
"The Auditor," a new architectural layer for an AI forensic system called the Sovereign Vault, which uses Persona Injection to transform an LLM into a Senior Forensic Bibliographer for high-reasoning …
Building a custom on-device Agent Skill called "Offline Brain" for Android using Google's new AI Edge Gallery, which allows AI inference and tool execution to happen entirely on the device without sen…
AI2Work, an on-chain marketplace built on Celo where autonomous AI agents solve GitHub bounties and receive payment in USDC, CELO, or cUSD. Users post bounties (e.g., "Fix this Rust memory leak — 100 …
The article benchmarks six communication methods for AI agents, including REST polling, webhooks, WebSockets, and MQTT, testing each for round-trip time and reliability under real network conditions. …
Markus is an open-source (AGPL-3.0) platform that functions as an operating system for creating and managing AI digital employees, allowing users to hire agents with specific skills and assign them au…
DevLab, a new feature of the web agency tool SiteBrief that automatically detects common website misconfigurations—such as exposed debug modes, missing security headers, and absent robots.txt files—an…
A 30-day production test at Nexus Labs compared three AI gateways—Bifrost, LiteLLM, and Portkey—measuring failover latency and overhead. Bifrost added 11ms p99 overhead with automatic provider fallbac…
A global AI platform failed for users in Cameroon because it did not support French and pidgin English, leading to encoding errors and inaccessible models. After initially failing to adapt the platfor…
New AI tool built using DigitalOcean's Inference Router that determines whether a task requires a meeting or can be handled via email. The router uses different large language models (LLMs) for each t…
Technical guide for platform engineers and .NET developers on building an AI-powered Internal Developer Portal (IDP) using Backstage. The tutorial explains how to create a .NET CLI tool that scans sou…
MacPaw, the company behind Setapp and CleanMyMac, announced two major updates to its developer experience: a new AI Gateway providing secure access to multiple AI models, and new marketplace capabilit…
To build a self-hosted AI gateway using LiteLLM and Open WebUI to simplify management of multiple AI providers. By placing LiteLLM as a single gateway between user interfaces and various AI services (…
Headless BI is an architecture pattern that decouples metric definitions and business logic from visualization tools, addressing problems like definition duplication, tool lock-in, and AI agent exclus…
The article compares three local LLM-based code completion tools—Zed AI, Continue, and Cursor—highlighting their strengths and weaknesses for different workflows. It notes that local models offer priv…
According to the article, no-code AI agents built on platforms like Flowise, Dify, and n8n are vulnerable to "memory poisoning," a security threat listed as ASI06 in the OWASP Top 10 for Agentic Appli…
A debate on Hacker News sparked by a blog post arguing that people who rely heavily on AI will be "left behind" because they will lose critical thinking, coding, and learning skills. In contrast, the …
The Flutter MCP Toolkit v3 has been released, featuring a completely redesigned architecture where the MCP and CLI act as thin wrappers with configurable packages. This version introduces optional, cl…
Google has released Gemini 3.5 Flash, an AI model designed to close the gap between speed and intelligence, particularly for complex, multi-step agentic workflows. The model features a 1 million token…
AI-generated code poses security risks when deployed in production environments, as demonstrated by the Moltbook incident where exposed API keys led to a data breach. It introduces a four-layer valida…