Python OOP Made Simple: Meet Your Code Avengers (Part -2 ) Core Component
Author(s): Debasish Das Originally published on Towards AI. Python OOP Made Simple: Meet Your Code Avengers (Part -2 ) Core Component In Part 1, we laid down the foundational concrete. We learned how to build our superhero blueprints (Classes), bring them to …
Meta’s AI keeps scraping my community website, and I get charged £25 a month for the privilege
Author(s): Jonathan Harbourne Originally published on Towards AI. Meta’s AI keeps scraping my community website, and I get charged £25 a month for the privilege How the AI industry has externalised its costs onto the community websites that individuals build and pay …
Production RAG API with FastAPI, pgvector, and Claude
Author(s): Armin Norouzi, Ph.D Originally published on Towards AI. Production RAG API with FastAPI, pgvector, and Claude Most RAG tutorials show you how to call an embedding API and do a similarity search. That is the easy 20%. The hard 80% is …
TAI #215: AI Is Expanding Roles Before Job Titles Change
Author(s): Towards AI Editorial Team Originally published on Towards AI. What happened this week in AI by Louie This was a mixed week for closed models. Claude Opus 5 ranked first on Artificial Analysis’s Intelligence Index with 61 at max effort, one …
10 Grok 4.5 Agent Engineering Concepts Every Developer Should Know Before Building on xAI’s Stack
Author(s): allglenn Originally published on Towards AI. A practical guide to Grok 4.5’s agent loop, reasoning_effort, context pricing cliff, and Grok Build. What the docs don’t spell out clearly. I burned about four dollars in a single afternoon last week. Same 40-step …
AI Isn’t Changing One Layer of Your Enterprise Stack. It’s Changing Four
Author(s): Sriram Narasimhan Originally published on Towards AI. AI Isn’t Changing One Layer of Your Enterprise Stack. It’s Changing Four Why applications, integration, data, and software engineering are all transforming at once — and why treating them as separate initiatives is the …
Google Is Falling Even Further Behind In The AI Race
Author(s): Caspar Bannink – AI Engineer Originally published on Towards AI. Google Is Falling Even Further Behind In The AI Race A new model, Gemini 3.6 Flash, which cuts paid output pricing from $9.00 to $7.50 per million tokens versus Gemini 3.5 …
SAP’s Big Push for Tabular AI. What It Means For Enterprises
Author(s): Vinayak Gole Originally published on Towards AI. While the industry chases chatbots, enterprise giants are realizing real business value lies in a a different kind of AI Model In the rapidly evolving landscape of enterprise technology, Generative AI has captured the …
LLM Reasoning Budget: How Developers Should Spend Thinking Tokens Without Wasting Latency
Author(s): Anna Jey Originally published on Towards AI. LLM Reasoning Budget A reasoning model can feel brilliant on one task and painfully slow on the next. The model did not suddenly get worse. You probably gave the same thinking budget to a …
Building Your First AI Agent with LangChain (Part 1: The Theory)
Author(s): A.Venkatesh Originally published on Towards AI. 1. Traditional LLMs vs. Autonomous Agents Most AI tutorials teach you how to build basic chatbots. This guide covers how to build an AI Agent — a system that reasons, chooses tools, and takes action …
How to Automate YourContent CalendarWith AI— AI Practical Guide: Day 4 of 10
Author(s): Faheem Munshi Originally published on Towards AI. How to Automate YourContent CalendarWith AI— AI Practical Guide: Day 4 of 10 This isn’t about grinding out content. It’s about designing a system that generates content as a natural by-product of thinking you’re …
Why We Can’t Have a Reliable AI Text Detector
Author(s): Hamza Boulahia Originally published on Towards AI. Inside the classifiers, watermarks, and theorems behind AI detection, and why none of them can reliably catch AI-generated text. From the moment AI became good enough to write a whole essay or an article …
Why Operational AI Keeps Failing (And It Has Nothing To Do With Your Model)
Author(s): Alexandru Rotari Originally published on Towards AI. A practical guide for the people actually trying to make AI work inside real operations At some point you will produce LLM output that looks perfect. You will feel good about it. Then you …
The Twelve-Factor App: 12 Rules Your App Is Probably Breaking Right Now
Author(s): Rohan Mistry Originally published on Towards AI. Written in 2011. Older than Docker. Still the checklist every cloud-native app is quietly judged against. In 2011, Adam Wiggins, co-founder of Heroku, noticed something while running thousands of apps on his platform. After …
Anthropic’s Claude Certified Architect Exam (CCA-F): Everything Important Was in the Middle, So Claude Forgot It. VI
Author(s): Rick Hightower Originally published on Towards AI. CCA-F Part 6: The smallest CCA-F domain by weight is the one that passers say surprised them most. Context management is a design problem, not a config knob, and how to manage what you …
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