Reliable Agentic Development on a €40 Budget: Dependency-Aware Orchestration for Claude, Codex, and Human-in-the-Loop
Author(s): Akash Acharya Originally published on Towards AI. Most agentic coding demos show the happy path: AI gets task, AI writes code, done. What they don’t show is who decides what the tasks are. Or what happens when a task is marked …
Why System Behaviour Must Be Designed, Not Improvised
Author(s): Muhammad Ejaz Ameer Originally published on Towards AI. By Muhammad Ejaz Ameer, Product & Decision Architecture Lead There is a moment in the life of almost every digital product when the team realises something uncomfortable: the system does not actually know …
I Passed the DP-600 Fabric Analytics Engineer Exam — Here’s My Honest Study Plan (With What I’d Skip)
Author(s): Sheth Priyanka Originally published on Towards AI. Six weeks, two failed practice runs, one embarrassingly wrong assumption about what the exam actually tests, and the exact study approach that finally got me there. No sponsored course recommendations. No affiliate links. Just …
Nobody Invented Attention. A Frustrated PhD Student Ran Out of Other Options.
Author(s): DrSwarnenduAI Originally published on Towards AI. Nobody Invented Attention. A Frustrated PhD Student Ran Out of Other Options. Dzmitry Bahdanau was not trying to invent the architecture that would eventually run inside every large language model on earth. Completely gibberish at …
Part 9: Data Manipulation in Data Merging and Joins
Author(s): Raj kumar Originally published on Towards AI. Every analysis that combines data from multiple sources faces the same fundamental question: how should these datasets align? Which records match? What happens when they don’t? These aren’t just technical decisions. They shape what …
🤖 AI Agents in 2026: From Chatbots to Systems That Actually Do Things
Author(s): AbhinayaPinreddy Originally published on Towards AI. 🤖 AI Agents in 2026: From Chatbots to Systems That Actually Do Things The Problem Nobody Talks About You’ve probably used an AI chatbot and felt the excitement crash into disappointment. You type: “Refactor this …
My First Month With OpenClaw: The Setup, Mistakes, and Fixes No One Tells You About
Author(s): Kory Becker Originally published on Towards AI. Hard-earned lessons on hardware choices, memory management, and staying safe with remote LLMs. I’ve been running OpenClaw on an old Windows desktop PC nonstop for a full month. Photo by: MAI-Image-1.The article discusses the …
Beyond the Transformer Paradigm
Author(s): Shashwata Bhattacharjee Originally published on Towards AI. The release of Google’s TITANS architecture in late 2024 marks a theoretical inflection point in how we conceptualize machine memory. This isn’t merely another incremental improvement in long-context processing — it’s a fundamental rethinking …
TAI #194: AI Goes Macro; Job Loss Fears, Military Usage, OpenAI $110B Raise
Author(s): Towards AI Editorial Team Originally published on Towards AI. What happened this week in AI by Louie This week brought a series of developments that signal AI is quickly becoming more than just a technology story: AI’s revenue, its politics, and …
OpenClaw Won’t Bite, A Zero-to-Hero Guide for People Who Hate Terminal
Author(s): Kamrun Nahar Originally published on Towards AI. What Even Is OpenClaw, Though? Let me tell it straight. OpenClaw is an open-source, self-hosted AI agent built by Peter Steinberger. It started life as “Clawdbot” in November 2025, got renamed to “Moltbot” after …
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