User contributions for PC

22:4722:47, 13 December 2025 diff hist 0 N File:The Hidden AI Side Hustle Nobody Talks.jpg No edit summary current
22:4622:46, 13 December 2025 diff hist +7,905 N Building an Autonomous Customer Success Agent with TiDB Serverless and Google Cloud Created page with "Customer churn is a billion $ problem. Every SaaS company loses customers, and traditional customer success teams can’t scale to prevent it. What if we could build an AI agent that thinks, learns, and acts like the best customer success managers — but operates 24/7 at infinite scale? That’s exactly what we built for the TiDB AgentX Hackathon 2025, and the results amazed us. 650px The Vision: True Autonomy Most “..." current
22:4622:46, 13 December 2025 diff hist 0 N File:Autonomous customer success agent.jpg No edit summary current
22:4322:43, 13 December 2025 diff hist 0 N File:Code Architecture- React.jpg No edit summary current
22:4222:42, 13 December 2025 diff hist +20,036 N 50 Complex Business Scenario-Based SQL Interview Questions (With Real-World Code & Detailed Answers) Created page with "Master the art of solving real business problems with SQL — from SaaS churn to retail inventory, fintech fraud, and logistics optimization. All answers include working queries, explanations, and production-grade thinking. 🔍 Why This Article Matters SQL isn’t just about SELECT * FROM users. In top tech companies — Stripe, Netflix, Airbnb, Shopify, Uber — SQL interviews are the gatekeeper.  You won’t be asked to normalize a table. You’ll be asked: “How..." current
22:3722:37, 13 December 2025 diff hist 0 N File:38 More Scenarios.jpg No edit summary current
22:3722:37, 13 December 2025 diff hist 0 N File:Advanced Patterns You Must Master.jpg No edit summary current
22:3622:36, 13 December 2025 diff hist 0 N File:Performance Optimizations.jpg No edit summary current
22:3322:33, 13 December 2025 diff hist +5,878 N Multi-Tenancy in FastAPI: A Complete Guide Created page with "Building modern SaaS applications often requires serving multiple customers (tenants) from the same application while keeping their data securely isolated. This concept is called multi-tenancy. In this article, we will dive deep into multi-tenancy in FastAPI, explore different approaches, and implement a practical example to understand it better. What is Multi-Tenancy? Multi-tenancy is an architectural pattern where a single application serves multiple customers (te..." current
22:3122:31, 13 December 2025 diff hist +7,476 N Advanced Dashboard Interactivity with Streamlit + APIs Created page with "650px Learn how to build advanced interactive dashboards using Streamlit + APIs. From live data to user actions, make dashboards feel like SaaS apps. Hook: The Problem with “Static Dashboards” Dashboards are everywhere. From startup founders showing KPIs to ML engineers monitoring models, everyone loves a clean Streamlit dashboard. But let’s be real: most dashboards are static. You pull data, render a chart, and..." current
22:2922:29, 13 December 2025 diff hist 0 N File:Advanced Dashboard Interactivity.jpg No edit summary current
22:2922:29, 13 December 2025 diff hist +6,324 N The Hidden AI Hustle No One Talks About: How to Turn Data Into $5,000 a Month Created page with "Every time a new AI breakthrough hits the market, most people jump straight into building chatbots, AI image generators, or endless SaaS clones. But here’s the thing: the real money doesn’t come from chasing hype. It comes from the quiet trenches of data monetization a model that big firms are cashing in on but individuals rarely talk about. 500px Photo by Giorgio Trovato on Unsplash I stumbled onto this path while testi..." current
22:2622:26, 13 December 2025 diff hist +10,553 N FastAPI vs Flask in 2025 Created page with "650px FastAPI vs Flask in 2025: a practical, async-first guide with code, trade-offs, pitfalls, and a 10-minute blueprint to ship your indie SaaS backend. You have a weekend, a coffee, and a SaaS idea. The question isn’t “what stack?” — it’s “what ships fastest without painting me into a corner?” Let’s be real: in 2025, that often means choosing between FastAPI and Flask. Why this comparison still matters Fl..." current
22:2422:24, 13 December 2025 diff hist 0 N File:FastAPI vs Flask in 2025.jpg No edit summary current
22:2022:20, 13 December 2025 diff hist +36,986 N Python and Typescript in a monorepo Created page with "Many companies already run their SaaS with one or a few microservices — often a backend and some background workers — and some use a monorepo to support this. That’s the setup we have at Taskworld. With AI now everywhere and most of the tooling already in Python, rewriting everything in TypeScript is hard, costly, or simply unrealistic. You can either create a second monorepo for Python or adopt tools like Bazel. This post shares our experience navigating those cho..." current
22:1622:16, 13 December 2025 diff hist 0 N File:Example of repartition of jobs in a matrix.jpg No edit summary current
22:1422:14, 13 December 2025 diff hist +5,530 N Building Passive Income with Python in 2025 Created page with "How I Turned My Coding Skills into Automated Money-Making Systems 500px When I started coding in Python years ago, I never thought I’d be using it to generate actual income streams. But here’s the truth: 2025 is the best time to turn Python knowledge into money. Python’s ecosystem has matured so much that you can automate businesses, trade crypto, scrape data for insights, or even create SaaS products — a..." current
22:1222:12, 13 December 2025 diff hist 0 N File:Building Passive Income with Python in 2025.jpg No edit summary current
16:3716:37, 13 December 2025 diff hist +7,023 N Vertical SaaS: The Next Revolution in Generative AI Created page with "650px https://www.forbes.com/sites/bernardmarr/2023/07/24/the-difference-between-generative-ai-and-traditional-ai-an-easy-explanation-for-anyone/ How Specialized Software Solutions Are Transforming Industries with Advanced AI AI Vertical Agents: The Future of Silicon Valley Startups It’s happening. While I was casually watching YouTube, I stumbled upon a video that completely blew my mind. It was from none other than Y..." current
16:3716:37, 13 December 2025 diff hist 0 N File:Vertical SaaS- The Next Revolution.jpg No edit summary current
16:3616:36, 13 December 2025 diff hist +6,600 N How AI Agents Will Transform the SaaS Tech Business: A Different View on Agentic AI Created page with "650px Photo by Bernd 📷 Dittrich on Unsplash The integration of Artificial Intelligence (AI) agents into the Software as a Service (SaaS) industry represents a seismic shift in how businesses operate and deliver value. AI agents are automated systems capable of making decisions, processing large datasets, and learning from interactions without explicit programming for every scenario. In the SaaS domain, they promise..." current
16:3316:33, 13 December 2025 diff hist 0 N File:How AI Agents Will Transform the SaaS.jpg No edit summary current
16:3216:32, 13 December 2025 diff hist +5,369 N Golden Opportunity: 8 Django-Based SaaS Business Ideas for Emerging Markets Created page with "Python as a programming language that is easy to learn and has a large ecosystem with many ready-to-use libraries will help you create a reliable SaaS business at an affordable price for the lower middle class. 650px Developing countries hold a huge market potential for Software as a Service (SaaS) businesses. With the rapid growth of internet penetration and technology adoption, the demand for efficient and afforda..." current
16:3116:31, 13 December 2025 diff hist 0 N File:Golden Opportunity- 8 Django-Based SaaS.jpg No edit summary current
16:2916:29, 13 December 2025 diff hist +15,077 N 10 Profitable SaaS Ideas You Can Build Today with Django (Python) & PostgreSQL Created page with "650px Photo by Team Nocoloco on Unsplash Years ago, I stumbled upon Django and PostgreSQL while I was tinkering in my small apartment’s makeshift office. The synergy felt electric. Something about combining Python’s elegance with Django’s robust structure — and then powering it all with PostgreSQL’s reliability — captivated me. I was hooked. Since then, I’ve experimented with dozens of SaaS ideas...." current
16:2716:27, 13 December 2025 diff hist 0 N File:10 Profitable SaaS Ideas You Can Build Today.jpg No edit summary current
16:2516:25, 13 December 2025 diff hist +9,103 N Real-World Use Case: Multi-Tenant SaaS API with Custom Authentication and Content Negotiation Created page with "Imagine you’re developing a multi-tenant SaaS application that provides analytics services to multiple businesses. Each business (tenant) has its own users and API keys, and they interact with your platform using RESTful APIs. Challenges to Solve: * Tenants need secure authentication via API keys. * Users send JSON or XML payloads, requiring flexible request parsing. * Certain requests should be limited to authenticated users only, while some public endp..." current
16:2216:22, 13 December 2025 diff hist +5,363 N IaaS vs PaaS vs SaaS: What’s the Difference? Created page with "When people talk about “the cloud,” they’re not all talking about the same thing. Some are referring to full-on platforms like Heroku. Others mean spinning up a virtual machine with AWS EC2. And some just mean using Google Docs instead of Microsoft Word. That’s where IaaS, PaaS, and SaaS come in. These are the three main types of cloud services — and knowing the difference helps you understand how apps are built, hosted, and scaled. In this article, we..." current
16:2116:21, 13 December 2025 diff hist 0 N File:Core Differences Between IaaS, PaaS.jpg No edit summary current
16:1916:19, 13 December 2025 diff hist +7,367 N Go vs. Python: Understanding the Rivalry for Cloud-Native Dominance Created page with "A Simple & Detailed Explanation of these Rivalries — Also For Non-Programmers 650px You’re using an app that works fast, updates quickly with your actions, and never seems to crash. Maybe it’s a streaming app, a ride-booking app, or even your online shopping platform. But have you ever wondered how these powerful apps run so smoothly in the background? This is a new way of building software called Cloud-Native development. This is the..." current
16:1816:18, 13 December 2025 diff hist 0 N File:Go vs. Python.jpg No edit summary current
16:1716:17, 13 December 2025 diff hist +6,183 N From Java Lanes to Python Trails: Why I’m Diving into AI (and Blogging About It!) Created page with "650px For years, my world has been one of robust enterprise systems, scalable SaaS platforms, and the comforting embrace of Java’s statically-typed structure. I’ve navigated the complexities of software architecture, designed solutions for intricate business problems, and found a certain rhythm in the predictable logic of well-crafted code. But the tech landscape is, as always, shifting beneath our feet, and a new front..." current
16:1616:16, 13 December 2025 diff hist 0 N File:From Java Lanes to Python Trails.jpg No edit summary current
16:1516:15, 13 December 2025 diff hist +2,285 N 6 packages for Django to build better SaaS apps Created page with "If you are coding a new SaaS application, you are likely to have very limited resources. As a developer, you ought to maximize your efficiency; otherwise, you won’t get very far. Things like payments, sign-ups, mailing, issue tracking, and task scheduling are integral parts of almost all SaaS applications. Instead of reinventing the wheel and coding them from scratch, I recommend using the following 6 packages to have a strong base for your product and invest time into..." current
16:1516:15, 13 December 2025 diff hist 0 N File:6 packages for Django.jpg No edit summary current
16:1416:14, 13 December 2025 diff hist +2,255 N 5 common SaaS tasks and How to solve them with Django Created page with "As an indie hacker, you should maximize your efficiency; otherwise, you won’t get very far. Things like payments, sign-ups, mailing, and task scheduling are integral parts of almost all SaaS applications. Instead of reinventing the wheel and coding them from scratch, you can use a reliable solution proven over time. 1. Collecting money The easiest way to collect money in your SaaS application is through Stripe integration. Stripe API is great and easy to use by itself..." current
16:1316:13, 13 December 2025 diff hist +3,486 N This Tiny Python Script Turned My AI Idea into a Working SaaS Created page with "650px TL;DR: A 100-line Python script, some FastAPI magic, and OpenAI’s API were all I needed to launch my AI-powered micro-SaaS in a weekend. Like many devs, I’ve had countless AI app ideas. Most never left the notes app. But this one did — and the secret? I didn’t overbuild. I wrote a simple Python script that turned into a functioning SaaS app with real users and revenue. Here’s exactly how I did it — n..." current
16:1216:12, 13 December 2025 diff hist 0 N File:This Tiny Python Script Turned My AI.jpg No edit summary current
16:1116:11, 13 December 2025 diff hist +6,157 N How to Build a Multi-Tenant SaaS App with Django (2025 Complete Guide) Created page with "Are you building a SaaS application using Django and wondering how to support multiple clients or companies each with their own data, users, and dashboards? 500px Welcome to the wonderful world of multi-tenancy in Django. In this comprehensive, step-by-step guide, you’ll learn: * What multi-tenancy is and why it matters in SaaS * How to implement multi-tenancy using django-tenants * How to isolate tenant data usin..." current
16:0816:08, 13 December 2025 diff hist 0 N File:How to Build a Multi-Tenant SaaS.jpg No edit summary current
16:0616:06, 13 December 2025 diff hist +3,149 N ChromaDB vs. FastEmbed for SaaS RAG Created page with "When building a SaaS RAG (Retrieval-Augmented Generation) platform, priorities shift from just “getting embeddings” to: * 🚀 Low latency (fast responses) * 🔐 Multi-tenancy (firm-level data isolation) * 💰 Cost efficiency (handling lots of PDFs without breaking the bank) Two popular tools come up a lot in this space: ChromaDB and FastEmbed. Let’s see where each fits in your SaaS architecture. Using ChromaDB in SaaS RAG Pros: * Open-source,..." current
16:0616:06, 13 December 2025 diff hist 0 N File:Here’s how a multi-tenant SaaS RAG.jpg No edit summary current
16:0416:04, 13 December 2025 diff hist +4,521 N From Jupyter Notebook to SaaS Dashboard: My Workflow Created page with "650px Learn how to transform Jupyter notebooks into a real SaaS dashboard using Python, FastAPI, and modern frontend tools. A practical developer workflow explained. Why This Workflow Matters We’ve all been there: * Start with a Jupyter notebook. * Load some data. * Build a chart. * Someone says: “Can you put this into a dashboard so the team can use it?” Suddenly, your quick notebook ne..." current
16:0316:03, 13 December 2025 diff hist 0 N File:From Jupyter Notebook to SaaS Dashboard- My Workflow.jpg No edit summary current
16:0216:02, 13 December 2025 diff hist +6,694 N 7 Python + AI Side Hustles That Print Cash in 2025 (Even If You’re Not a Pro Coder) Created page with "650px Photo by Fotis Fotopoulos on Unsplash The 2025 Gold Rush: Why Python + AI Side Hustles Are Exploding If 2023 was the year of AI hype, then 2025 is the year of AI money. Every corner of the internet is buzzing with tools, bots, and startups built on AI. What most people don’t realize? You don’t need to invent ChatGPT 2.0 to make life-changing money. All you need is Python, a few AI APIs, and the mindset to build so..." current
15:5915:59, 13 December 2025 diff hist +5,422 N 6 Python Tools That Let Me Replace Paid SaaS Services Created page with "650px You ever look at your monthly credit card bill and wonder, “Why am I paying $79/month for something I could probably code in a weekend?” Same. Over the last year, I’ve slowly been replacing paid SaaS tools with Python scripts. No monthly bills. No feature bloat. Just clean, powerful tools that do exactly what I want — nothing more, nothing less. Here are 6 that saved me hundreds of dollars and gave me the s..." current
15:5715:57, 13 December 2025 diff hist 0 N File:6 Python Tools That Let Me Replace.jpg No edit summary current
15:5615:56, 13 December 2025 diff hist +10,171 N The Python Script I Built That Started Paying My Rent (And the Libraries That Did the Heavy Lifting) Created page with "How I went from tinkering to shipping real Python products — scraping leads, automating workflows, building SaaS endpoints, and packaging AI features — using a handful of battle-tested libraries. 650px 1. Why I focused on libraries (not frameworks) to make money fast When I started trying to monetize Python, the biggest mistake I made was overengineering: building monoliths before validating a single paying customer. Libraries..." current
15:5315:53, 13 December 2025 diff hist 0 N File:The Python Script I Built.jpg No edit summary current
15:5215:52, 13 December 2025 diff hist +4,778 N 5 Python Tools I Trust More Than Paid SaaS Created page with "500px I’ve spent enough money on SaaS tools to realize something harsh: most of them are just fancy wrappers around stuff you can already do with Python. The only difference? They slap a subscription price tag on it and call it “automation.” Today, I’ll show you 5 Python tools I actually trust more than their expensive SaaS alternatives. They’re free, open-source, and powerful enough that once you learn the..." current

13 December 2025