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Knowledge Hub for
Experimentation & Development
Consider this your map and compass. A handpicked list of resources, datasets, and
foundational reads to guide your exploration into Artificial Intelligence.
AWS S3 Transfer Acceleration Guide: Boost Uploads by 50-500% Globally
Complete guide to AWS S3 Transfer Acceleration in 2026. Learn how to speed up global uploads by 50-500%, reduce latency, implement S3TA, optimize costs, and improve user experience worldwide.
Guide
Dec 4, 2025
AWS S3 Pricing Explained: Storage Classes, Hidden Costs & How to Save Money
Complete guide to AWS S3 pricing in 2026. Learn about 8 storage classes, hidden costs, data transfer fees, and proven strategies to cut your S3 bill by 5-10x without losing performance.
Guide
Dec 4, 2025
CPU Cores vs Threads: What They Are and Why They Matter
Learn the difference between CPU cores and threads. Understand what 8 cores 16 threads means, how Hyper-Threading works, and which matters more for gaming, content creation, and development.
Guide
Dec 4, 2025
How We Ensured Strict JSON Schema with These Simple Hacks
A technical-but-friendly walkthrough of the methods we used to lock down JSON Schema and eliminate sneaky data issues, highlighting the practical validation patterns, edge-case traps, and hard-won lessons that help teams build safer, more predictable data contracts. This guide balances clarity with depth, making it useful for both hands-on developers and architects responsible for long-term schema reliability.
Guide
Dec 1, 2025
How to Self-Host Focalboard (2026) – Beginner to Production Guide
A practical, professional, beginner-friendly walkthrough for deploying Focalboard both locally and in full production environments. This guide not only explains each step in simple, actionable terms but also covers real-world configuration details, best practices, and troubleshooting tips—making it suitable for first-time self-hosters as well as teams preparing a stable, scalable deployment.
Guide
Dec 1, 2025
How Small Language Models Are Quietly Powering the Next Generation of Agentic AI
A deep, friendly walkthrough on why small language models matter, how they unlock scalable agentic AI, and what this shift means for developers, enterprises, and the future of AI automation.
Blog
Nov 22, 2025
TOON vs JSON: The Modern Data Format Showdown Built for the AI Era
A detailed, technical yet friendly exploration of why TOON (Token-Oriented Object Notation) is emerging as a powerful JSON alternative for AI systems. Includes benchmarks, schema explanations, and real-world AI engineering use cases.
Blog
Nov 21, 2025
Edge Functions: The Secret Superpower Behind Blazing-Fast Apps & Websites
A friendly, technical dive into edge computing, serverless at the edge, and how edge functions supercharge blazing-fast web apps.
Blog
Nov 18, 2025
How to Architect Cloud Deployments with AWS Regions and Availability Zones
A technical‑friendly guide on designing AWS architectures using Regions and Availability Zones, complete with real-world scenarios, selection factors, and proven strategies.
Blog
Nov 16, 2025
Comparing the Top React Frameworks (Vercel, ViteJS, RemixJS, Gatsby) – 2026 Guide
A complete technical guide to comparing the top React frameworks in 2026. We break down Next.js, ViteJS, RemixJS, and Gatsby based on performance, scalability, enterprise-readiness, and real-world use cases.
Guide
Nov 14, 2025
AI Agents vs AI Workflows: Understanding the Future of Automation
A deep dive into the distinctions between AI agents and AI workflows - how they make decisions, collaborate, and scale automation across AI-driven organizations.
Blog
Nov 13, 2025
JavaScript Package Managers in 2026: npm, pnpm, Yarn, and Bun Compared
Package managers are the backbone of JavaScript development. Here’s how npm, pnpm, Yarn, and Bun stack up in 2026 - from speed and efficiency to monorepo support and ecosystem reliability.
Guide
Nov 9, 2025
Why AI Workflow Automation? The Future of Smart SEO and AI Agents
An educational deep dive into why AI workflow automation matters for SEO and content optimization. Explore generative and autonomous AI agents, AI-powered SEO tools, and multi-agent systems transforming how businesses work.
Guide
Nov 1, 2025
Model Context Protocol: The Simple "Recipe" That's Finally Making AI Useful
Tired of AI that just talks instead of does? This is your guide to the Model Context Protocol (MCP), the breakthrough standard that acts as a universal translator between AI and any app. We break down exactly what it is, why it's not just another API, and how it's creating a future where AI can finally get things
Blog
Oct 29, 2025
AI Can Design? Think Again. The Brutal Reality Behind the Hype
AI design tools promise speed but deliver generic, uninspired layouts. This article dives into the reality behind the hype, exploring why human taste, intuition, and creativity remain essential for making a product that truly stands out.
Blog
Oct 23, 2025
n8n MCP Server Explained: How to Build MCP Clients and Servers (Without Losing Your Mind)
A practical, slightly chaotic guide to building and running your own MCP Server and Client using n8n - with customization tricks, production tips, and lessons from our own CRM journey.
Guide
Oct 22, 2025
Closure Tables in SQL: Master Hierarchical Data with Easy Subtree Queries
This post explains Closure Tables in SQL to model hierarchical data with a simple, scalable schema. Learn how to query all ancestors and descendants, manage depth, and safely move subtrees with practical examples.
Guide
Oct 15, 2025
Reverse Proxy for Beginners: What It Is, How It Works, and Why You Need One
A reverse proxy is one of the most powerful yet least understood components of modern web infrastructure. Acting as an intermediary between users and backend servers, it handles incoming traffic, improves performance, and strengthens security. This in-depth beginner’s guide breaks down the concept of reverse proxies in simple terms - explaining how they route requests, balance server loads, manage SSL certificates, and protect sensitive backend systems from public exposure.
Blog
Oct 15, 2025
AI Automation: Transforming Business Workflows and Cutting Operational Costs
Dive into how AI powered automation is revolutionising B2B operations. Discover strategies to enhance efficiency, reduce expenses, and stay ahead in today's fast changing business landscape.
Newsletter
Oct 14, 2025
A Practical Guide to AI Evals: How to Test Your Conversational AI
Don't just launch your conversational AI and hope for the best. Learn how top teams evaluate their models to ensure they're sharp, reliable, and ready for real users. This guide breaks down everything from automated evals like "LLM-as-a-Judge" to the gold standard: human-in-the-loop testing.
Blog
Oct 9, 2025
OpenAI’s New GPT-OSS Models: Why Everyone’s Buzzing
OpenAI has shaken up the AI world by releasing GPT-OSS, its first open-weight models since 2019. This is a massive gift to developers and enthusiasts, offering a powerful, state-of-the-art AI brain that you can run on your own laptop, completely free and open for commercial use under the Apache 2.0 license.
Newsletter
Oct 7, 2025
LLM Tokens: The Ultimate Beginner's Guide
Why do some AI prompts cost pennies while others cost dollars? The answer is tokens, the hidden building blocks of LLMs. Master them, and you master both your AI's performance and your budget. This guide breaks it all down, simply.
Blog
Oct 3, 2025
RAG Chunking Strategies for Enterprise: Boost Accuracy
A practical guide to RAG chunking strategies for enterprise deployments. Learn how to choose, test, and scale chunking to improve RAG accuracy and reduce hallucinations.
Guide
Sep 22, 2025
Self Host Flowise AI in 30 Minutes: Build Your Private AI Agent Platform
Learn how to Self Host Flowise AI in about 30 minutes and run a private AI agent platform locally or on a budget VPS. This beginner-friendly guide walks you through step-by-step setup, model connections, and RAG workflows so you can ship real apps privately.
Guide
Sep 16, 2025
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AKSHAT AGRAWAL
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