Ralph Loop: The $297 AI Coding Trick Anthropic Just Made Official
Author(s): Divy Yadav Originally published on Towards AI. Named after Homer Simpson’s least competent son, built as an offhand joke, and now the technique behind some of the most reliable autonomous coding agents running today. The most reliable way to get an …
From Jira Ticket to Pull Request: Building a Governed AI Agent Framework for Enterprise Frontend Development
Author(s): Chidanandan P Originally published on Towards AI. From Jira Ticket to Pull Request: Building a Governed AI Agent Framework for Enterprise Frontend Development A spec-driven, human-gated agentic pipeline that takes a Jira ticket end-to-end to a pull request — with enforced …
Apache Airflow Fundamentals: A One-Stop Theory and Hands-On Lab Guide
Author(s): Faizulkhan Originally published on Towards AI. Apache Airflow Fundamentals: A One-Stop Theory and Hands-On Lab Guide Lab version: Apache Airflow 2.10.4Runtime model: Docker Compose + CeleryExecutor + Redis + PostgreSQLAudience: Developers, DevOps engineers, data engineers, and MLOps engineersGoal: Learn Airflow concepts …
🦀 Building AI Agents in Rust – part 11
Author(s): Enzo Lombardi Originally published on Towards AI. Crossing into C Part 10 got Eugene talking to DwarfStar without a socket, but it didn’t get rid of the process boundary. DwarfStarProvider still spawns ds4 as a child, writes a line to its …
I Tested 7 AI Search Tools for Agent Use. Here’s What Actually Happened.
Author(s): Jamieparker Originally published on Towards AI. I spend most of my time thinking about how AI agents connect to the outside world. I watch what breaks, what costs more than expected, and what vendor changes force teams to rewire their setups …
TAI #214: Kimi K3 Brings Open Weight Closer to the Frontier
Author(s): Towards AI Editorial Team Originally published on Towards AI. What happened this week in AI by Louie After a wave of strong new closed models last week, Moonshot AI’s Kimi K3 is the closest a model headed for open release has …
When Your Agents Go Dark: Observability in Multi-Agent Systems with OpenTelemetry
Author(s): MongoDB Originally published on Towards AI. Written by Matteo Rossi. In recent months, AI applications have radically evolved. Earlier, prototypes looked like a single loop: prompt, model call, optional tool call, response. In production, an agent often becomes a small system: …
My Clinical AI Agent’s Debug Logs Were a PHI Database. Here’s How I (Mostly) Fixed It.
Author(s): Marie Humbert-Droz, PhD Originally published on Towards AI. Every trace restates the patient’s note — in extractions, tool calls, and reasoning. I added observability to my local clinical AI agent, opened the trace viewer, and stared at a patient’s full name, …
The Missing Equation of AI
Author(s): Spyros Georgopoulos Originally published on Towards AI. The Missing Equation of AI Photo generated with ChatGPT AI as a battle of Empiricism and Rationalism Ask an LLM a question and it answers instantly, drawing on everything it has ever read. Ask …
Every AI System Has Two Architectures — the Diagram and the Invoice
Author(s): Tim Urista | Senior Cloud Engineer Originally published on Towards AI. Part of the ongoing “FinOps for Production AI” series. I’ve spent most of this series on the operational surfaces nobody puts on the whiteboard: cost per inference, attribution for agent …
Five Single AI Agents Is Not Microservices. It Is a Distributed Monolith
Author(s): Sandeep Chaudhary Originally published on Towards AI. Five Single AI Agents Is Not Microservices. It Is a Distributed Monolith Does splitting into multiple agents solve a real problem — or does it just look more sophisticated? Every AI architecture review I …
Empirical Reflections on the Software Development Lifecycle in the Age of AI-Assisted Engineering
Author(s): Ajaykumar Antin Originally published on Towards AI. Empirical Reflections on the Software Development Lifecycle in the Age of AI-Assisted Engineering Abstract This paper presents a case study on the design, implementation, and deployment of an internal engineering intelligence application developed in …
Lets Be Realistic About Kimi Open Source
Author(s): Caspar Bannink – AI Engineer Originally published on Towards AI. K3 deserves the headline This article was written after I saw an interview from the DataBricks CEO, which suprised me a lot. Kimi K3 has earned the excitement. Moonshot’s new model …
Apple Is Suing OpenAI. An Engineer Wrote “LOL, I Can Still Access the Server.” That Quote Is Now in a Federal Lawsuit.
Author(s): Dr Swarneendu AI Originally published on Towards AI. Apple Is Suing OpenAI. An Engineer Wrote “LOL, I Can Still Access the Server.” That Quote Is Now in a Federal Lawsuit. Over 400 former Apple engineers now work at OpenAI. Two are …
I Tried to Break an AI’s Security — Here’s Everything I Learned as a Complete Beginner
Author(s): Neha Khan • AI & Software Engineer Originally published on Towards AI. Part 1 of my AI Security Engineering learning journey A few weeks ago, I decided I wanted to move from full-stack development into AI Security Engineering. The problem? I …
Recent Posts
