Graph Databases for Cloud Security Posture Management (CSPM)
Author(s): Sai Bhargav Rallapalli Originally published on Towards AI. Cloud infrastructure is a dynamic, sprawling landscape. As organizations embrace multi-cloud and hybrid environments, managing security becomes a complex, multi-dimensional challenge. Traditional security tools often struggle to provide the context needed to understand …
6 Game-Changing Open-Source AI Projects You Need to Try Right Now 🚀
Author(s): MahendraMedapati Originally published on Towards AI. The Hook: Why Your Current AI Stack Might Be Holding You Back Picture this: You’re spending $500+ monthly on OpenAI credits, wrestling with complex RAG implementations, and manually fine-tuning models while your competitor just launched …
Everyone’s Building with LLMs Wrong. Here Are the 10 Myths Killing Your Projects.
Author(s): Mayank Bohra Originally published on Towards AI. Stop treating LLMs like magic solutions. After 8 months building production AI systems with Claude, GPT, and custom models, here’s what actually breaks when hype meets reality. After spending months building production AI applications …
Adoption Is Where AI Projects Live or Die — A Lesson I Keep Learning
Author(s): Padmaja Kulkarni Originally published on Towards AI. When most teams talk about “AI or data risk,” the conversation always drifts toward accuracy, data quality, or scaling infrastructure. Important, sure. But almost never the real reason projects collapse. The truth is more …
Building Agentic Workflows with LangGraph: A Deep Dive into ReAct and Memory Management (Part 1)
Author(s): Sai Bhargav Rallapalli Originally published on Towards AI. Building Agentic Workflows with LangGraph: A Deep Dive into ReAct and Memory Management (Part 1) In the world of AI and LLMs, agentic workflows are revolutionizing how we interact with AI systems. These …
AI Codebase Expert Agent: Support Projects Development Tasks With an LLM Multi Agent Powered Approach
Author(s): Michalzarnecki Originally published on Towards AI. In the ever-evolving landscape of software development, managing large code bases and efficiently resolving issues remains a significant challenge. In this article I describe AI Codebase Expert application, a tool that leverages the power of …
Why a $1.2M AI Project Failed (And How to Avoid the Same Mistake)
Author(s): Kapil Viren Ahuja Originally published on Towards AI. I spent 2 hours recently reviewing quarterly AI project reports. Demo after demo looked impressive. Business cases appeared compelling. Success metrics seemed strong. Then someone asked about operational costs. As one engineering leader …
Why a $1.2M AI Project Failed (And How to Avoid the Same Mistake)
Author(s): Originally published on Towards AI. I spent 2 hours recently reviewing quarterly AI project reports. Demo after demo looked impressive. Business cases appeared compelling. Success metrics seemed strong. Then someone asked about operational costs. As one engineering leader recently shared on …
From Spark to Strategy: How I Approach Brainstorming and Planning AI Projects
Author(s): Elangoraj Thiruppandiaraj Originally published on Towards AI. Introduction: The Problem With AI Ideas As a Data Scientist, I often find that every second person I talk to has a potential AI use case in mind. I get questions like: Can AI …
Prompt Engineering Mastery: Optimizing LLM Performance Through Iterative Prompt Management
Author(s): Rajarshi Tarafdar Originally published on Towards AI. The introduction of large language models (LLMs) has truly transformed AI usage from customer service automation to content creation. The performance of these models is heavily reliant on the interaction with the system, and …
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