· ai
Show HN: Intent Layer: A context engineering skill for AI agents
Article URL: https://www.railly.dev/blog/intent-layer/ Comments URL: https://news.ycombinator.com/item?id=46675236 Points: 6 Comments: 1...
-
- · software
Show HN: Lume 0.2 – Build and Run macOS VMs with unattended setup
Hey HN, Lume is an open-source CLI for running macOS and Linux VMs on Apple Silicon. Since launch https://news.ycombinator.com/item?id=42908061, we've been usin...
- · ai
I May Be Wrong
!chhhttps://media2.dev.to/dynamic/image/width=50,height=50,fit=cover,gravity=auto,format=auto/https%3A%2F%2Fdev-to-uploads.s3.amazonaws.com%2Fuploads%2Fuser%2Fp...
- · ai
Claude Code just got updated with one of the most-requested user features
Anthropic's open source standard, the Model Context Protocol MCP, released in late 2024, allows users to connect AI models and the agents atop them to external...
- · ai
Hands On With Anthropic’s Claude Cowork, an AI Agent That Actually Works
Cowork is a user-friendly version of Anthropic’s Claude Code AI-powered tool that’s built for file management and basic computing tasks. Here’s what it's like t...
- · ai
Your AI Agent Has Too Much Power: Understanding and Taming Excessive Agency
🛑 When Your Agent Does Too Much You've built an AI agent. It's smart, it calls tools, and it automates workflows. It's the future! But what happens when that...
- · ai
AI agents can talk — orchestration is what makes them work together
Rather than asking how AI agents can work for them, a key question in enterprise is now: Are agents playing well together? This makes orchestration across multi...
- · devops
Your AI Agents Have a Blind Spot: What DevOps Teams Need to Know About Cross-LLM Security
Explore the challenges of AI agents in DevOps pipelines, highlighting the importance of model-aware detection to improve security and reduce vulnerabilities....
- · software
Rise of the Agentic 'Strangler Fig' Strategy
Overview Stop trying to rewrite your 15‑year‑old monolith from scratch. It won’t work. Instead, use the Model Context Protocol MCP to wrap your legacy systems...
- · ai
Customizing multiturn AI agents with reinforcement learning
Leveraging existing environment simulators and reward functions based on verifiable ground truth boosts task success rate, even with small models and small trai...
- · ai
미국 연말 쇼핑 시즌, AI 에이전트 영향 있었나
작년 연말 쇼핑 시즌 전세계 소매업 온라인 매출이 1조2900억달러의 사상 최고치를 기록한 것으로 나타났다. 미국 내 온라인 소매 매출도 사상최고를 기록한 것으로 조사됐다. 생성형 AI 기반 에이전트의 매출 기여도가 최고 기록을 세웠고, 생성형 AI 서비스를 통한 쇼핑이 폭증했다....
- · ai
What are AI agent skills and how to use them - complete breakdown with examples
What are agent skills and why do you need them? A relatively new thing in the world of AI agents is the so‑called Skills system. Recently I started seriously d...