Building RAG Systems: From Tutorial to Production (The Real Story)
Author(s): AbhinayaPinreddy Originally published on Towards AI. When Your AI Confidently Lies to Your Legal Team Picture this: You’re in a boardroom. Your new AI system is answering questions about company policies. Everything’s going smoothly. Then the legal team asks about your …
The Rise of Supervised Bounded Autonomy: Agentic AI in 2026
Author(s): Wahidur Rahman Originally published on Towards AI. How enterprises are moving from AI pilots to autonomous systems that deliver measurable business outcomes The world of enterprise AI is undergoing a fundamental transformation. We’re witnessing a decisive shift from “Human-in-the-loop” (HITL) assistance …
Extend Your Chatbot with Deep Research Using A2A
Author(s): Kihyeon Myung Originally published on Towards AI. The complete implementation is available on GitHub. See the demo to watch it in action. Image generated by Nano Banana by author Deep research has become a flagship feature of modern AI assistants — …
Building AI Agents with Gemini 3 Pro: A Comparison of Google ADK (vs. LangGraph & Agno)
Author(s): Sreejith Sreejayan Originally published on Towards AI. The release of Gemini 3 Pro has shifted the landscape of AI development. With its advanced reasoning capabilities and “agentic” nature, the focus has moved from simple chatbots to autonomous systems that can plan, …
Principles of Microservice Architecture
Author(s): TechwidSush Originally published on Towards AI. ENGINEERING AT SCALE 🔑 Key Principles of Designing a Microservices Architecture :- Designing a microservices-based system requires more than breaking an application into smaller parts — it requires adopting a set of architectural principles that …
The Builder’s Notes: Your Payer is Using AI to Deny You — Here is the Agentic Architecture to Fight Back
Author(s): Piyoosh Rai Originally published on Towards AI. Traditional denial management (left) vs. agentic pre-authorization architecture (right): The difference between manual appeals and algorithmic precision. The CFO showed me the quarterly RCM report. $2.3M in denied claims. 847 appeals pending. Average time …
Davos 2026: What the Tech Elite Really Thinks About AI (And What They Avoided Saying)
Author(s): Marc Bara Originally published on Towards AI. An analytical synthesis of 10 public interviews with Amodei, Hassabis, Harari, Musk, Nadella, Huang, Karp, Tegmark, Bengio, and enterprise leaders Davos 2026. Image: World Economic Forum Davos has always been a place where disagreement …
What Amodei and Hassabis Said About AGI Timelines, Jobs, and China at Davos
Author(s): JP Caparas Originally published on Towards AI. Engineers who don’t write code, models that learn to deceive, and a “country of geniuses in a data centre” At Davos this week, something unusual happened. Dario Amodei, CEO of Anthropic, and Demis Hassabis, …
A Practical Guide to Vibe Engineering
Author(s): Kamen Zhekov Originally published on Towards AI. Introduction I’ve had LLMs write me entire features in minutes and I’ve had them generate thousands of lines of unusable garbage. The difference is usually not the model, but rather whether I treated it …
From Model Releases to Model Reliability: AI’s 2026 Reality
Author(s): TANVEER MUSTAFA Originally published on Towards AI. From Model Releases to Model Reliability: AI’s 2026 Reality The artificial intelligence landscape stands at a critical inflection point. After years of breakneck innovation marked by increasingly powerful models, breakthrough architectures, and headline-grabbing demonstrations, …
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