https://rjshree.com/ daily 1.0 https://rjshree.com/writings daily 0.9 https://rjshree.com/author/rajshree weekly 0.9 https://rjshree.com/writings?category=Machine%20Learning%20%26%20AI 2026-08-27 weekly 0.70 https://rjshree.com/writings?category=Software%20Engineering 2026-08-27 weekly 0.70 https://rjshree.com/writings?category=AI%20%26%20Machine%20Learning 2026-08-27 weekly 0.70 https://rjshree.com/writings?category=Poetry%20%26%20Reflections 2026-08-27 weekly 0.70 https://rjshree.com/writings?category=Research%20%26%20Ideas 2026-08-27 weekly 0.70 https://rjshree.com/writings/what-happens-inside-an-llm-before-it-generates-your-first-token 2026-08-06 weekly 0.85 https://res.cloudinary.com/rabtnkvh/image/upload/v1786039035/rajshree-studio/articles/covers/images/blob_qoqdyq.webp What Happens Inside an LLM Before It Generates Your First Token? Every day, billions of people ask AI assistants questions. The answers appear almost instantly, making the process feel effortless. Yet before the very first w... https://rjshree.com/writings/coding-doesnt-make-you-a-software-engineer 2026-08-03 weekly 0.85 https://res.cloudinary.com/rabtnkvh/image/upload/v1785760462/rajshree-studio/articles/covers/images/codingDoesntmakeSwe_nxndj3.webp Coding Doesn’t Make You a Software Engineer > Many students graduate knowing how to code. Very few graduate knowing how to engineer software. > > That's the uncomfortable truth most Computer Science s... https://rjshree.com/writings/ai-agents-dont-need-more-intelligence-they-need-better-architecture 2026-08-27 weekly 0.85 https://res.cloudinary.com/rabtnkvh/image/upload/v1787821363/rajshree-studio/articles/covers/images/blob_gtsrf6.webp AI Agents Don't Need More Intelligence. They Need Better Architecture. The biggest problem with AI agents isn't that today's models aren't intelligent enough. It's that we're often asking a model to behave like an entire software system. Reliable agents need architecture: clear state management, constrained tools, structured workflows, memory, permissions, verification, observability, and recovery mechanisms. This article breaks down how to design AI agents from a software-engineering perspective rather than treating them as sophisticated prompts. https://rjshree.com/writings/your-rag-isnt-broken-your-retrieval-pipeline-is 2026-08-22 weekly 0.85 https://res.cloudinary.com/rabtnkvh/image/upload/v1787403591/rajshree-studio/articles/covers/images/blob_fhyqzk.webp Your RAG Isn't Broken. Your Retrieval Pipeline Is. Most RAG failures aren't caused by the LLM. They begin much earlier—inside the retrieval pipeline. Learn how to diagnose and fix the real problems behind irrelevant context, hallucinations, poor answers, and unreliable RAG systems. https://rjshree.com/writings/jab-prem-nazron-mein-utarta-hai 2026-08-24 weekly 0.85 https://res.cloudinary.com/rabtnkvh/image/upload/v1787561505/rajshree-studio/articles/covers/images/blob_juewgu.webp जब प्रेम नज़रों में उतरता है — एक कवि की दृष्टि से प्रेम और श्रृंगार प्रेम हमेशा बड़े वादों में नहीं होता। कभी किसी के चेहरे को देखते हुए मन का ठहर जाना, आँखों का मिलना और फिर शर्म से झुक जाना भी प्रेम की पूरी कहानी कह देता है। यह कविता उसी कोमल प्रेम, आकर्षण और श्रृंगार की भावना को शब्द देने की एक कोशिश है। https://rjshree.com/writings/the-ai-augmented-developer-a-practical-guide-to-refactoring-and-tdd-with-cursor 2026-08-20 weekly 0.85 https://res.cloudinary.com/rabtnkvh/image/upload/v1787231348/rajshree-studio/articles/covers/images/blob_le8gli.webp The AI-Augmented Developer: A Practical Guide to Refactoring and TDD with Cursor AI won't replace developers, but developers using AI will replace those who don't. Discover how to transform your daily coding workflow using Cursor to refactor legacy code and automate Test-Driven Development. https://rjshree.com/writings/bihar-computer-education 2026-08-10 weekly 0.85 https://res.cloudinary.com/rabtnkvh/image/upload/v1786283497/rajshree-studio/articles/covers/images/blob_hs9yvb.webp जब गणित में तेज़ दिमाग़ कंप्यूटर से डरने लगे जब गणित में तेज़ दिमाग़ कंप्यूटर से डरने लगे बिहार के विद्यार्थियों की तकनीकी शिक्षा की एक अनकही कहानी लेखक: Rajश्री | Software Engineer | AI Researcher | Founder Shree Labs... https://rjshree.com/writings/main-raj-hoon-hindi-poem 2026-08-04 weekly 0.85 https://res.cloudinary.com/rabtnkvh/image/upload/v1785764720/rajshree-studio/articles/covers/images/Kyuki_Mai_Raj_Hu_fcdln6.jpg क्योंकि मैं राज हूं मैं न रोता हूँ, न पछताता हूँ न कुछ खोता हूँ और न ही पाता हूँ। जो आता है, बसा लेता हूँ और जाने वाले को दुआ देता हूँ। सिलसिला ये चलता रहता है, कोई दबे पाँव आकर दि... https://rjshree.com/writings/i-describe-myself-as 2026-08-03 weekly 0.85 https://res.cloudinary.com/rabtnkvh/image/upload/v1785762800/rajshree-studio/articles/covers/images/I_describe_myself_as_d6rg0j.jpg I describe myself as Loving, caring, & affectionate, A hard-working & passionate. Self-centered, & very much considerate, Sometimes happy, sometimes bate. A theorist, but not so gr... https://rjshree.com/writings/thank-you-farewell 2026-08-03 weekly 0.85 https://res.cloudinary.com/rabtnkvh/image/upload/v1785764368/rajshree-studio/articles/covers/images/farewell_wx5l7o.jpg Thank you & Farewell! We entered as strangers - unknown & shy, Now leave with hearts too full to cry. From awkward hellos to unplanned plans, We built a bond that forever stands.... https://rjshree.com/writings/why-every-developer-should-start-writing-even-if-nobody-reads-it 2026-08-04 weekly 0.85 https://res.cloudinary.com/rabtnkvh/image/upload/v1785796199/rajshree-studio/articles/covers/images/blob_z6muoo.webp Why Every Developer Should Start Writing (Even If Nobody Reads It) > Code builds products. Writing builds engineers. And over time, writing builds careers. Every developer writes. We write code. We write commit... https://rjshree.com/writings/azadi-abhi-adhuri-hai 2026-08-15 weekly 0.85 https://res.cloudinary.com/rabtnkvh/image/upload/v1786757566/rajshree-studio/articles/covers/images/blob_urxamm.webp आज़ादी अभी अधूरी है कहने को तो देश आज़ाद है, पर मन कहता आज़ादी अभी अधूरी है। स्वतंत्रता दिवस पर लिखी यह कविता आज़ादी के अर्थ, नागरिक अधिकारों, सामाजिक चुनौतियों और उन सपनों पर सवाल करती है जिन्हें हमारे वीरों ने भारत के लिए देखा था। https://rjshree.com/writings/beyond-seo-building-a-website-that-humans-search-engines-and-ai-can-all-understand 2026-08-03 weekly 0.85 https://res.cloudinary.com/rabtnkvh/image/upload/v1785762616/rajshree-studio/articles/covers/images/article3_o1ccae.webp Beyond SEO: Building a Website That Humans, Search Engines, and AI Can All Understand We used to build websites for users. Then we optimised them for search engines. Today, there’s a third audience we can’t afford to ignore: AI. For years, the s... https://rjshree.com/writings/developers-are-optimising-for-google-ai-is-watching-something-else 2026-08-03 weekly 0.85 https://res.cloudinary.com/rabtnkvh/image/upload/v1785762146/rajshree-studio/articles/covers/images/article2_roerjw.webp Developers Are Optimising for Google. AI Is Watching Something Else Why modern websites must communicate with AI—not just rank in search results. > AI isn't replacing SEO. > > It's changing what it means to build... https://rjshree.com/writings/the-death-of-prompt-engineering-why-context-engineering-is-the-real-ai-skill 2026-08-16 weekly 0.85 https://res.cloudinary.com/rabtnkvh/image/upload/v1786890901/rajshree-studio/articles/covers/images/Why_Every_Developer_Needs_a_Personal_Website_Build_your_digital_identity_before_someone_else_defines_it._3_kehbmp.png The Death of Prompt Engineering: Why Context Engineering Is the Real AI Skill Prompt engineering is a fragile band-aid. The real skill in building production-grade AI systems lies in Context Engineering—delivering the right data to the model at exactly the right time. Here is how to make the shift." tags: [ai, machine-learning, software-engineering, webdev, python] https://rjshree.com/writings/rag-is-not-enough-the-evolution-of-enterprise-ai 2026-08-13 weekly 0.85 https://res.cloudinary.com/rabtnkvh/image/upload/v1786631805/rajshree-studio/articles/covers/images/blob_penqjj.webp RAG Is Not Enough: The Evolution of Enterprise AI RAG solved one of the first major problems in enterprise AI: giving LLMs access to private and up-to-date knowledge. But retrieving information is not the same as completing a business task. Modern enterprise AI is evolving from simple RAG pipelines into systems that can retrieve, reason, use tools, maintain state, respect permissions, follow policies, verify outcomes, and operate reliably in production. https://rjshree.com/writings/why-vite-over-cra 2026-08-08 weekly 0.85 https://res.cloudinary.com/rabtnkvh/image/upload/v1786211248/rajshree-studio/articles/covers/images/blob_x7evaa.webp Why I Chose Vite over Create-React-App (And Never Looked Back) > From Slow Builds to Instant Feedback: Why I Switched from Create React App to Vite. A practical look at faster development, HMR, modern tooling, migration challenges, and why the development feedback loop matters mor...