Building AI-Ready Backends With Spring Boot in 2026
Author(s): FutureLens Originally published on Towards AI. Building AI-Ready Backends With Spring Boot in 2026 Modern applications are no longer just CRUD systems — they’re expected to integrate intelligent features like recommendations, automation, and natural language interactions. That shift has pushed backend …
Stop Defaulting to Rolling Updates: 6 Kubernetes Deployment Strategies Explained
Author(s): Aditya Jha Originally published on Towards AI. Deploying software isn’t just about pushing new code; it’s about how safely and deliberately you roll it out. Deploying new software is easy. Deploying it safely is an art. Kubernetes gives you powerful primitives, …
Denoising
Author(s): Sefa Bilicier Originally published on Towards AI. Introduction Have you ever taken a photo in low light and noticed those grainy, discolored spots that make the image look unclear? That graininess is called “noise,” and it’s not just a problem for …
Building ML in the Dark: A Survival Guide for the Solo Practitioner
Author(s): Yuval Mehta Originally published on Towards AI. Photo by Boitumelo on Unsplash No GPU cluster. No data team. No ML platform. Here’s what actually ships. Most ML content is written for teams that have things. A labelled dataset. An MLOps platform. …
TAI #199: Gemma 4 Brings a Credible US Open-Weight Contender Back to the Table
Author(s): Towards AI Editorial Team Originally published on Towards AI. What happened this week in AI by Louie This week, Google DeepMind released Gemma 4, and I think this is the most consequential US open-weight release in quite a while. China has …
The Claude Code Leak Didn’t Hurt Cursor. It Forced a More Honest Competition.
Author(s): Siddhant Nitin Patil Originally published on Towards AI. On March 31, 2026, 512,000 lines of Claude Code’s source code hit the public internet. Within hours, developer Twitter had catalogued every unreleased feature. KAIROS, the always-on background agent. Dream, the self-healing memory …
ChatGPT’s Secret Codes: 30 Commands That Can Save You Hours
Author(s): Yelpin Sergey Originally published on Towards AI. Picture this: you ask ChatGPT to write copy for a landing page. Technically, the result looks fine. No obvious mistakes. The length is acceptable. The text is readable enough. But it still falls flat. …
LAI #121: The single-agent sweet spot nobody wants to admit
Author(s): Towards AI Editorial Team Originally published on Towards AI. Good morning, AI enthusiasts! Your next AI system is probably too complicated, and you haven’t even built it yet. This week, we co-published a piece with Paul Iusztin that gives you a …
15 Tips to Use Claude Code More Effectively from Boris Cherny (Creator of Claude Code)
Author(s): Youssef Hosni Originally published on Towards AI. 15 Tips to Use Claude Code More Effectively from Boris Cherny (Creator of Claude Code) Most developers use Claude Code for simple tasks, but it can do much more than that. Once you start …
AI Scraping
Author(s): Sefa Bilicier Originally published on Towards AI. Disclaimer: This article is only for educational purposes. We do not encourage anyone to scrape websites, especially those web properties that may have terms and conditions against such actions. Introduction The internet contains an …
I Read Every Line of Anthropic’s Leaked Source Code So You Don’t Have To. Here’s What They Were Hiding.
Author(s): DrSwarnenduAI Originally published on Towards AI. 512,000 lines of TypeScript. A secret AI pet. An always-on daemon that dreams. A mode that hides from you that it’s AI. All of it now public, because someone forgot one line in a config …
Stop Writing Boilerplate. Start Building: Introducing app-generator-cli
Author(s): Rajendra Kumar Yadav, M.Sc (CS) Originally published on Towards AI. Scaffold production-ready FastAPI, LangChain, and full-stack Python projects in seconds — powered by uv. You have a great idea. You open your terminal, create a new folder, and then… you spend …
Data Mining
Author(s): Sefa Bilicier Originally published on Towards AI. Introduction In today’s digital economy, data has become the new oil. But unlike oil, which requires drilling and refining, data requires a different kind of extraction: data mining. Everyday, organizations generate massive amounts of …
This Model Completely Crashed Computer Vision.
Author(s): Julia Originally published on Towards AI. Why is everyone obsessed with YOLO? And no I don’t talk about the 2012 mantra “You Only Live Once”. For years, computers struggled to “see” the world. Object detection, the task of finding and identifying …
From Interface to Behavior: The New UX Engineering
Author(s): Yelpin Sergey Originally published on Towards AI. Agentic UX is the next step in the evolution of interfaces. Services are learning to listen to the user, understand intent, and act on their own — moving beyond familiar buttons and forms. This …
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