What I Learned Shipping AI Into a Real Financial Workflow
Author(s): TANVEER MUSTAFA Originally published on Towards AI. A behind-the-scenes look at taking generative AI from prototype to production in a regulated, high-stakes environment. A few months ago, I got to lead the technical work behind bringing generative AI into a live …
The AI Stopped Hackers. It Couldn’t Handle O’Brien.
Author(s): Shoaib Ahmed Quraishi Originally published on Towards AI. The AI Stopped Hackers. It Couldn’t Handle O’Brien. An AI system correctly blocked a deliberate SQL injection attack — and then broke on someone named O’Brien. After running a local LLM evaluation suite …
Understanding AI Agents: What Actually Works When Building AI Products
Author(s): Roshan Patil Originally published on Towards AI. Understanding AI Agents: What Actually Works When Building AI Products You’ve heard the terms AI agents, RAG, evals, multi-agents. Maybe you’ve used ChatGPT or Claude and wondered how you’d build something like that yourself. …
Kimi K3 Proved That China Caught Up, Its Fable 5 and 5.6 Sol’s Direct Competition Now
Author(s): Caspar Bannink – AI Engineer Originally published on Towards AI. Kimi K3 Proved That China Caught Up, Its Fable 5 and 5.6 Sol’s Direct Competition Now China has caught up on intelligence. Kimi K3 is the clearest release-day evidence I have …
AI Pentesting Finds More Bugs in OSS Projects
Author(s): Sonali Sood Originally published on Towards AI. AI Pentesting Finds More Bugs in OSS Projects Open-source projects like curl and FFmpeg have survived decades of human audits and millions of automated scans, yet AI pentest automation keeps finding critical vulnerabilities that …
How Claude Runs Your Digital Marketing Agency While You Sleep
Author(s): Faheem Munshi Originally published on Towards AI. How Claude Runs Your Digital Marketing Agency While You Sleep Why Digital Marketing Is the Ideal AI-Powered Business Digital marketing agencies sell something uniquely suited to AI leverage: words, ideas, and strategy — packaged …
Build an AI Agent Expense Tracker with Streamlit, FastAPI, Function Calling & Google Sheets
Author(s): A.Venkatesh Originally published on Towards AI. Introduction Most expense tracker applications require users to manually fill out forms: ExampleThe article then walks through building a production-ready AI Expense Tracker that accepts natural-language requests and uses an AI agent to orchestrate CRUD …
How to Build Your First AI AgentWithout Writing a Single Line of Code — AI Practical Guide: Day 1 of 10
Author(s): Faheem Munshi Originally published on Towards AI. How to Build Your First AI AgentWithout Writing a Single Line of Code — AI Practical Guide: Day 1 of 10 In 2026, the barrier to building an AI agent is not Python, JavaScript, …
I Tested Google’s Weird Discovery: “Thinking” Tokens Boost Accuracy Even When They Say Nothing Useful
Author(s): Adi Insights and Innovations Originally published on Towards AI. I Tested Google’s Weird Discovery: “Thinking” Tokens Boost Accuracy Even When They Say Nothing Useful A new Google Research paper found that reasoning models recall more facts correctly than instant models — …
Loop Engineering: Why Some Developers Stopped Prompting Their AI Agents
Author(s): Yashwant Deshmukh Originally published on Towards AI. Two of the top minds building today’s most advanced AI coding agents have quietly stopped doing one thing: Two of the top minds building today’s most advanced AI coding agents have quietly stopped doing …
AI Agent Production Debugging Guide for Real-Time Issue Resolution
Author(s): David Pradeep Originally published on Towards AI. AI Agent Production Debugging Guide for Real-Time Issue Resolution The pager goes off at 2 a.m., and suddenly you’re staring at a dashboard showing that your AI-powered customer recommendation engine has started returning empty …
88% of Enterprise AI Projects Never Reach Production. The Reason Isn’t the Model.
Author(s): Dr Swarneendu AI Originally published on Towards AI. The Reason Isn’t the Model. I debugged a production agentic recently. The rest of the article explains why enterprise agentic AI projects fail in production: the true cost scales quadratically with the number …
Agentic AI Workflow Patterns Every Builder Should Know (And How to Choose the Right One)
Author(s): Raj kumar Originally published on Towards AI. Most AI agent projects are using one workflow pattern for problems that need a different one. Here is how to fix that. A few months ago, a team shared a demo with me. They …
From Prompt Engineering to Fine-Tuning: Building Domain-Specific LLMs Step by Step
Author(s): Neha Khan • AI & Software Engineer Originally published on Towards AI. From Prompt Engineering to Fine-Tuning: Building Domain-Specific LLMs Step by Step In my previous article, we opened the hood of a transformer and traced what happens between pressing Enter …
What is Visual Prompting?
Author(s): ML Point Originally published on Towards AI. Introduction The widespread adoption of LLMs solidified prompting as the standard interface between users and foundation models. At first, prompts were strictly text-based instructions in natural language used to guide a model’s underlying reasoning. …
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