Unlocking Agentic Potential: Best Practices for Building AI Tools from Anthropic Innovative AI agents are transforming workflows, but their effectiveness relies heavily on the quality of tools crafted for them. As systems powered by large language models like Claude and Codex beco... AI agents automation Claude evaluation Model Context Protocol prompt engineering token efficiency tool design
GRID: A Community-Driven Revolution in Open-Source AGI Sentiant is reimagining agent intelligence with GRID, the Global Research and Intelligence Directory. Instead of relying on a single, monolithic AI model, GRID connects a network of specialized intell... AGI AI agents AI infrastructure blockchain open-source AI Sentient Chat token economy
Context Engineering: How to Build High‑Signal AI Agents Context Engineering: How to Build High‑Signal AI Agents Context is the new battleground for AI agents. While the focus had been on prompts and models, the real difference between demos and production ... AI agents coding agents compaction context engineering MCP RAG subagents tool design
Isotopes AI Powers Data Access for Business Users What if anyone in your organization could ask a tough business question and instantly receive detailed, actionable answers with no technical skills required? This vision is at the heart of Isotopes AI... AI agents big data data analytics data privacy enterprise software machine learning startups
AI Agents Are Upending SEO Audits AI agents are transforming the way digital marketers and website owners approach SEO audits, offering speed, accuracy, and insights that traditional methods often miss. While the shift from search res... AI agents automation digital marketing machine learning SEO technical SEO website audits
Why Dynamic Knowledge Is Essential for Smarter AI Agents Relying on outdated information can lead anyone astray and AI agents are no different. In today’s rapidly changing tech landscape, static data leaves AI vulnerable to inaccuracy and irrelevance. To re... agentic RAG AI agents dynamic knowledge enterprise AI generative AI NVIDIA tools query engines RAG
Three Common Misconceptions About Docker MCP and How to Avoid Them Many developers believe they have a firm grasp on Docker's Model Context Protocol (MCP), but common misunderstandings can undermine AI system reliability and agent design. Let’s break down the most fr... AI agents APIs developer best practices Docker LLM tools MCP observability software architecture
ScreenEnv: Desktop Automation and AI Agent Development Building robust AI agents that interact with desktop applications has always been challenging. Virtual machines are cumbersome, and traditional automation scripts often break with the slightest system... AI agents desktop automation Docker GUI automation Hugging Face open source Python
GitLab Duo Agent Platform Is Ushering in a New Era of DevSecOps Automation GitLab has introduced the public beta of the GitLab Duo Agent Platform , a state-of-the-art DevSecOps orchestration solution designed for seamless human-AI collaboration by providing a development env... agent orchestration AI agents automation DevSecOps GitLab IDE integration software development workflows
LangChain and LangGraph Enter v1.0 Alpha: A New Era for Agentic AI Development The AI community has reason to be excited as LangChain and LangGraph achieve their 1.0 alpha milestone in both Python and JavaScript. These open-source platforms are redefining how developers build ad... agent orchestration AI agents developer tools JavaScript LangChain LangGraph open source Python
AgentOps Observability for Autonomous AI Agents As organizations race to unlock the promise of AI agents for complex automation, a crucial question emerges: How can we be sure these autonomous systems are behaving as intended? While the potential f... AgentOps AI agents AI analytics automation enterprise AI IBM Research observability OpenTelemetry
Anthropic Unveils 1 Million Token Context Window: Redefining AI’s Capacity AI development is evolving rapidly, and Anthropic’s latest breakthrough puts unprecedented power in developers’ hands. With the introduction of a 1 million token context window in Claude Sonnet 4, ana... AI agents AI models API pricing Claude Sonnet 4 code analysis context window document synthesis large language models