agentic
How Agentic Systems, MCP, Vibe Coding, and Schema-Aware Tools Are Rewiring Software Engineering
Modern software engineering faces growing complexity across codebases, environments, and workflows. Traditional tools, although effective, rely heavily on manual input and fragmented context. As systems scale, the cost of repetitive work, disconnected processes, and context switching becomes harder to manage. A new category of engineering systems is addressing these challenges through context-awareness, structured automation, and…
5 Most Popular Agentic AI Design Patterns Every AI Engineer Should Know
As AI agents evolve beyond simple chatbots, new design patterns have emerged to make them more capable, adaptable, and intelligent. These agentic design patterns define how agents think, act, and collaborate to solve complex problems in real-world settings. Whether it’s reasoning through tasks, writing and executing code, connecting to external tools, or even reflecting on…
Meet Elysia: A New Open-Source Python Framework Redefining Agentic RAG Systems with Decision Trees and Smarter Data Handling
If you’ve ever tried to build a agentic RAG system that actually works well, you know the pain. You feed it some documents, cross your fingers, and hope it doesn’t hallucinate when someone asks it a simple question. Most of the time, you get back irrelevant chunks of text that barely answer what was asked….
Amazon Releases Kiro: An AI IDE That Empowers Developers with Agentic Automation
Amazon has unveiled Kiro, a groundbreaking agentic Integrated Development Environment (IDE) designed to change the way developers build, ship, and maintain software. Positioned well beyond the capabilities of today’s AI coding assistants, Kiro brings a mature, structured approach to software delivery—offering innovations in specification-driven development, intelligent automation, and adaptive user interfaces. Here’s an in-depth look…
Moonshot AI Releases Kimi K2: A Trillion-Parameter MoE Model Focused on Long Context, Code, Reasoning, and Agentic Behavior
Kimi K2, launched by Moonshot AI in July 2025, is a purpose-built, open-source Mixture-of-Experts (MoE) model—1 trillion total parameters, with 32 billion active parameters per token. It’s trained using the custom MuonClip optimizer on 15.5 trillion tokens, achieving stable training at this unprecedented scale without the typical instabilities seen in ultra-large models. Unlike traditional chatbots, K2 is architected…
What is agentic AI and why is everyone talking about it?
According to the AI overlords, this is the year of agentic AI. You may have seen Google announce its “agentic era” with a web browsing research assistant and an AI bot that calls nail salons and mechanics for you. OpenAI leadership talked about agentic AI being a “big theme in 2025” and has already introduced…
Adopting agentic AI? Build AI fluency, redesign workflows, don’t neglect supervision
Join our daily and weekly newsletters for the latest updates and exclusive content on industry-leading AI coverage. Learn More The work ecosystem as we know it is about to change, with agents — the “next frontier of generative AI” — set to augment human decision-making for good. At the beginning of the year, the BCG…
Evolving from Bots to Brainpower: The Ascendancy of Agentic AI
What truly separates us from machines? Free will, creativity and intelligence? But think about it. Our brains aren’t singular, monolithic processors. The magic isn’t in one “thinking part,” but rather in countless specialized agents—neurons—that synchronize perfectly. Some neurons catalog facts, others process logic or govern emotion, still more retrieve memories, orchestrate movement, or interpret visual…
Agentic AI in the SOC – Dawn of Autonomous Alert Triage
Security Operations Centers (SOCs) today face unprecedented alert volumes and increasingly sophisticated threats. Triaging and investigating these alerts are costly, cumbersome, and increases analyst fatigue, burnout, and attrition. While artificial intelligence has emerged as a go-to solution, the term “AI” often blurs crucial distinctions. Not all AI is built equal, especially in the SOC. Many…
Semantic understanding, not just vectors: How Intuit’s data architecture powers agentic AI with measurable ROI
Join our daily and weekly newsletters for the latest updates and exclusive content on industry-leading AI coverage. Learn More Intuit — the financial software giant behind products like TurboTax and QuickBooks — is making significant strides using generative AI to enhance its offerings for small business customers. In a tech landscape flooded with AI promises,…
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