# Jainil Prajapati > Full-Stack Developer & DevOps Engineer. Technical articles, DevOps workflows, Linux systems, and open-source contributions. This file helps language models discover the most useful content on this site. ## Home - [Jainil Prajapati](https://jaainil.com/home.md): Portfolio and technical writings of Jainil Prajapati. Full-stack development, Docker workflows, CI/CD automation, Linux administration, and Dokploy open-source contributions. ## About - [About the builder](https://jaainil.com/about.md): Learn about Jainil Prajapati: full-stack developer and DevOps engineer experienced in Next.js, Node.js, Docker containerization, Linux systems, and open-source contributions. ## Articles - [Field notes](https://jaainil.com/articles.md): Technical articles, DevOps pipelines, Linux guides, homelab tutorials, and systems engineering analysis by Jainil Prajapati. - [AI in India 2026: Scared, Leading, and Wasting Water](https://jaainil.com/articles/ai-in-india-2026-scared-leading-and-wasting-water.md): India leads the world in enterprise AI at 80% but ranks 101st per person. The full honest picture: who's winning, what it costs, and what you should actually do. - [Announcing Vite+ Alpha](https://jaainil.com/articles/ai-models-2026.md): Announcing the alpha release of Vite+, the next generation of the Vite build tool with enhanced features and performance. - [Apple Vision Light: The AR Glasses We've Been Waiting For?](https://jaainil.com/articles/apple-vision-light-the-ar-glasses-we-ve-been-waiting-for.md): A comprehensive review of Apple's new Vision Light AR glasses and their potential impact on the augmented reality market. - [Claude Code Source Leak: What 390K Lines Expose About AI's "Secret Sauce"](https://jaainil.com/articles/claude-code-source-leak-what-390k-lines-expose-about-ais-secret-sauce.md): Anthropic accidentally open-sourced their flagship AI coding tool via source maps. Here's what the leak reveals about agent architecture, internal features, and why developers are rewriting it in Rust. - [How I Built My Own RAG System Into My Portfolio Website](https://jaainil.com/articles/how-i-built-my-own-rag-system-into-my-portfolio-website.md): A deep dive into how I built Jainil's RAG for my portfolio using pgvector, PostgreSQL, hybrid search, Dragonfly caching, reranking, guardrails, citations, and evaluation tests. - [India Was the World's AI Warfare Lab. Here's What Actually Happened.](https://jaainil.com/articles/india-was-the-worlds-ai-warfare-lab-heres-what-actually-happened.md): From the 2024 elections to Operation Sindoor, India faced the most complete AI information warfare campaign ever run against a democracy. Here's the full picture, technically. (177 chars — trim to: From deepfakes in 2024 elections to nuclear-risk AI disinfo during Sindoor — India is the world's most complete live case study in AI warfare. Here's the full technical breakdown. (181 chars — trim further:) China, the US, and AI in Indian elections — from deepfakes to Sindoor to arms market manipulation. The complete technical breakdown no one else is doing. - [India’s NavIC GPS Problem Explained: Why It Can’t Currently Navigate on Its Own](https://jaainil.com/articles/indias-navic-gps-problem-explained-why-it-cant-currently-navigate-on-its-own.md): India’s indigenous navigation system NavIC can no longer provide standalone positioning because only three PNT satellites remain operational. Here’s what happened, why it matters, and what ISRO is doing next. - [The Future of IoT: Edge Computing and Beyond](https://jaainil.com/articles/iot-future-edge-computing.md): Exploring how edge computing is revolutionizing the Internet of Things and enabling real-time processing at the network's edge. - [JioHotstar's Feature Flagging: How They Ship at Scale](https://jaainil.com/articles/jio-hotstar-s-feature-flagging-how-they-ship-at-scale.md): JioHotstar ships ~12 features a week to 500M users without breaking 61M live viewers. Here's how their feature flagging system actually works. - [Maven Smart System: How Silicon Valley Optimized the Kill Chain](https://jaainil.com/articles/maven-smart-system-how-silicon-valley-optimized-the-kill-chain.md): The Pentagon just made Palantir's Maven Smart System an official program of record. Here's how the AI stack behind modern warfare actually works — and why it matters. - [Mozilla's Rebel Alliance: Can a Nonprofit Win the AI War?](https://jaainil.com/articles/mozilla-s-rebel-alliance-can-a-nonprofit-birth-a-startup-without-losing-its-soul.md): Mozilla built a legal structure to stop itself from becoming the next OpenAI. Here's how the 80/20 split, PBC bylaws, and a $1.4B bet on open-source AI actually works. - [Muse Spark: Meta's New AI Model Is Good. But Not Open Source.](https://jaainil.com/articles/muse-spark-metas-new-ai-model-is-good-but-not-open-source.md): Meta Superintelligence Labs dropped Muse Spark after 9 months. Benchmarks are promising. But the open-source plot twist? Nobody's talking about it. Let's go. - [OpenClaw: The Linux of AI Agents or a Security Nightmare?](https://jaainil.com/articles/open-claw-the-linux-of-ai-agents-or-a-security-nightmare.md): OpenClaw hit 250K GitHub stars as the "Linux of AI agents." With CVE-2026-25253, 41% vulnerable skills, and 21K exposed instances, is it infrastructure or nightmare? - [Open-Weight AI Models Are Getting Scarily Good — My Experience Building a RAG System with GLM-5.3-Flash](https://jaainil.com/articles/open-weight-ai-models-are-getting-scarily-good-my-experience-building-a-rag-system-with-glm-53-flash.md): Open-weight AI models are no longer just cheap alternatives to GPT and Claude. After building a real RAG system with GLM-5.3-Flash, I think we're witnessing a major shift in how AI applications will be built. - [What's New in ViteLand: February 2026 Recap](https://jaainil.com/articles/quantum-computing-breakthrough.md): A comprehensive recap of all the exciting updates and developments in the Vite ecosystem for February 2026. - [Qwen Just Became the Most Downloaded AI Model — Here's Why Nobody's Talking About It](https://jaainil.com/articles/qwen-just-became-the-most-downloaded-ai-model-heres-why-nobodys-talking-about-it.md): Alibaba's Qwen hit 1 billion downloads. 8 of 10 top AI models on Hugging Face are Qwen. Then the guy who built it walked out. Here's what actually happened. - [Rust in the Linux Kernel: One Year Later](https://jaainil.com/articles/rust-in-linux-kernel.md): Reflecting on one year of Rust programming language integration into the Linux kernel development. - [Tech Industry Hiring Stabilizes After Tumultuous Year](https://jaainil.com/articles/tech-layoffs-stabilize.md): Analysis of the tech hiring landscape in early 2026 and what it means for developers and companies. - [The Bitter Truth Behind India’s Ethanol Revolution: What E20 is Secretly Costing You](https://jaainil.com/articles/the-bitter-truth-behind-indias-ethanol-revolution-what-e20-is-secretly-costing-you.md): India's aggressive shift to mandatory E20 and E85 ethanol blending promises energy independence, but it hides vehicle damage, structural tax plays, and a terrifying rural water crisis. - [The geopolitics of compute: why big tech is moving the AI stack to India](https://jaainil.com/articles/the-geopolitics-of-compute-why-big-tech-is-moving-the-ai-stack-to-india.md): Inside the multi billion dollar shift of AI infrastructure to India. The economic drivers, the compute stack, and the risk of a new digital extraction economy. - [Tokens Are Cheap. Thinking Isn't.](https://jaainil.com/articles/tokens-are-cheap-thinking-isnt.md): I put a daily limit on AI prompts. Not because I can't afford the tokens, but because my brain can't afford the attention. Here's why limiting daily AI prompts protects clarity. - [Tokens Are Getting Cheaper. So Why Does AI Feel More Expensive?](https://jaainil.com/articles/tokens-are-getting-cheaper-so-why-does-ai-feel-more-expensive.md): Prime's right that the AI economy is shifting — but the real story isn't about money. It's about GPUs, and nobody has enough of them. Let's break this down. - [VoidZero and npmx: Building Better Tools Together](https://jaainil.com/articles/web-frameworks-benchmark.md): Exploring the collaboration between VoidZero and npmx to create better JavaScript development tools. - [When Claude Became My Relationship Coach (She Hated AI)](https://jaainil.com/articles/when-claude-became-my-relationship-coach-she-hated-ai.md): I deleted 1,080+ messages on Claude's advice. Then she found out I was using AI to talk to her. Here's where I drew the line — and where I should've started. - [Why Indian Roads Crumble Every Monsoon (The Real Reasons)](https://jaainil.com/articles/why-do-indian-bitumen-roads-break-so-quickly-the-engineering-truth.md): Potholes aren't just a rain problem. Here's the actual engineering breakdown of why Indian roads fail every monsoon, from truck overloading to bad drainage. - [Why Every App Is Getting Worse (And It’s Not an Accident)](https://jaainil.com/articles/why-every-app-is-getting-worse-and-its-not-an-accident.md): Remember when apps were actually free? Here's why your Zomato bill, Amazon search, and Uber ride keep getting worse — and why India was the perfect target. - [Why Technical Depth Matters More Than Content Volume](https://jaainil.com/articles/why-technical-depth-matters.md): A reflection on why in-depth technical content is more valuable than superficial quantity in tech media. ## Legal - [Cookie Policy](https://jaainil.com/legal/cookies.md): Cookie policy for jaainil.com - Learn about the cookies and privacy-first analytics used. - [Privacy Policy](https://jaainil.com/legal/privacy.md): Privacy policy for jaainil.com - Learn how data is handled and protected. - [Terms of Service](https://jaainil.com/legal/terms.md): Terms of service and usage conditions for jaainil.com. ## Rss.xml - [Jainil Prajapati — Tech & DevOps Blog](https://jaainil.com/rss.xml.md)