What Is MCP (Model Context Protocol)? A Developer's Guide for 2026
MCP is the standard layer between LLMs and your stack. One protocol for tools, resources, and prompts across Cursor, Claude, and custom agents.
Read moreRecent writing
44 articles on AI, MCP, agents, cybersecurity, careers, Study Stream, and shipping software — by Rohit Singh.
Hermes Agent vs OpenClaw: I Ran Both on My Machine. Here's the Honest Comparison.
Two viral open-source agents promise the same thing: an AI that runs on your hardware and actually does work. I installed both. The differences show up in security defaults, memory design, and how much control you keep when things go wrong.
Read moreZero-Day Attacks in 2026: CVE Patterns Every Developer Should Patch Against
Zero-days hit vendors before patches exist. Recent breaches show developers are the front line, not a downstream ticket queue.
Read moreShould You Choose Software Development in 2026? An Honest Answer
The entry bar moved up, but the work still exists. Here's who should pursue software development in 2026, who shouldn't, and what the numbers actually say.
Read moreWhat the Future of Software Development Looks Like (2026 and Beyond)
Agents, smaller models on device, tighter hardware-software loops — the next decade favors developers who bridge disciplines.
Read moreIs Electronics the Next Boom? Semiconductors, IoT, and Software Careers
Chips, sensors, and firmware are back in the spotlight. Software developers who speak hardware will have an edge.
Read moreAI Agents in 2026: What Production Teams Actually Ship
Vendor decks promise autonomous employees. Production teams ship narrow loops with budgets, approvals, and traces. Here is the 2026 map.
Read moreHow to Use MCP with Cursor and Claude as a Developer
Wire your repo, APIs, and docs into Cursor via MCP so the agent stops guessing and starts grounding in real files and tools.
Read moreRansomware and Data Breaches: The Developer's Security Playbook for 2026
Breaches make headlines; misconfigurations make breaches possible. Here is what devs control in the blast radius.
Read moreLLM Coding Tools vs Traditional Development: A 2026 Workflow That Ships
AI writes fast. You still own the diff. Here is when to reach for LLM coding tools, when to type it yourself, and the quality gates that keep merges safe.
Read moreEdge AI and On-Device Intelligence: A Developer's Guide to Local Inference
Not every inference should hit OpenAI. Here's how to run useful models on laptops, phones, and edge boards, with real hardware numbers and working code.
Read moreQuantum Computing for Developers: Hype vs Reality in 2026
You won't ship a quantum app next quarter. You might ship crypto that survives quantum — here's the sane view.
Read moreOpen-Source AI Models vs Closed APIs: A Builder's Guide
Llama, Mistral, Qwen vs closed APIs: pick based on data sensitivity, budget, and ops appetite, not Twitter tribalism.
Read moreWill AI Replace Software Developers? Myth vs Reality in 2026
Headlines sell extinction. Payroll data shows compression at the junior layer and growth elsewhere. Here is what that means if you write code for a living.
Read moreBuilding AI Agent Workflows with MCP: The Pattern I Use After One Too Many Unapproved Posts
Demos let the model post comments. Production makes it wait for you. This is the MCP workflow pattern I use for PR triage, issue filing, and internal ops — with code, tests, and the failures that taught me the gates matter.
Read moreYour npm install is a trust boundary: here's how supply chain attacks actually work
A compromised maintainer account or one typo in a package name can turn `npm install` into your breach vector. Lockfiles help, but they are not a spell.
Read morePrompt Engineering vs Software Engineering: Different Jobs
Prompting is a skill; engineering is a discipline. Confusing them ships vibes-based AI and production incidents.
Read moreRemote Work for Software Developers in 2026: What Changed
RTO headlines don't kill remote — they reshape it. How to win async global roles.
Read moreStudy Stream Black: The Offline Learning App You're Missing
Browser tabs weren't built for deep learning. Study Stream Black is an offline-first desktop hub for your downloaded courses — and if you haven't installed it yet, you're leaving focus on the table.
Read moreRobotics and Software Convergence: Career Paths in 2026
Robots are mostly software problems with motors attached. Where coders fit in the stack, what to learn first, and what hiring actually looks like.
Read moreGreen Tech and Software: Climate Careers Developers Should Watch
Climate needs software — grids, carbon data, efficient systems. Not all impact roles require a PhD.
Read morePasskeys and WebAuthn for developers: stop storing passwords you shouldn't
Passwords leak. MFA gets phished. Passkeys bind login to your domain and a device key. Here's how to ship them without breaking legacy users.
Read moreRohit Singh: Software Developer in Jaipur Building Real Products
Who I am, what I ship, and how a BCA student in Rajasthan ended up building desktop apps and full-stack products for real users.
Read moreWeb Developer in Jaipur: MERN, Next.js, and What I Ship
What “web developer” means in my day-to-day work — APIs, React frontends, deployment, and the projects that prove it.
Read moreFrom BCA Student to Software Developer: My Path in Rajasthan
No CS from IIT — still shipped desktop apps, APIs, and a portfolio that gets interviews. Here's the path that worked for me.
Read moreMy Internships at Pratink, Edunet x EY, and Hopdays
Three internships, one stack family — what each taught me about MERN, teamwork, and shipping under pressure.
Read moreWhy I Built Study Stream After Losing Focus in the Browser
YouTube in one tab, notes in another, course folders on disk — I kept losing the thread. So I built a desktop hub.
Read moreOffline Course Library: Netflix Grid for Your Downloaded Videos
Scattered folders aren't a library. Here's how Study Stream turns local videos into a browsable course grid with resume playback.
Read moreTimestamped Video Notes: Why Seconds Matter When You Revise
Generic notes apps don't know you were at 14:32 when you wrote that definition. Timestamped notes fix revision.
Read moreStudy Room AI: An AI Tutor That Knows Your Current Lesson
Generic ChatGPT doesn't know you're on Lecture 7 about React hooks. Study Stream's AI does.
Read more16 Themes for Focus: Anime Skins Inside a Study App
Focus doesn't have to look like a spreadsheet. Study Stream's theme store gamifies aesthetics without sacrificing utility.
Read moreBuilding Study Stream with Electron and Next.js
Why I paired Next.js with Electron, how the build works, and what I'd do again for v2.
Read moreMERN Stack Patterns I Use in Production
Boilerplate isn't shameful — inconsistent structure is. These MERN patterns survived real deadlines.
Read moreTypeScript in React: What I Learned Shipping Real Apps
TypeScript isn't about satisfying the compiler — it's about making refactors safe when users depend on your app.
Read moreTauri vs Electron: When I Pick Each for Desktop
Study Stream is Electron. Other experiments use Tauri. Here's how I choose — no fanboying.
Read moreReact Native and Full-Stack: One Codebase Mindset
Mobile isn't a separate career — it's another client for the APIs and types you already own.
Read moreNext.js 16 App Router for Developer Portfolios
This site runs Next.js 16 — here's how App Router, metadata, and static blog posts fit a portfolio that needs to rank.
Read moreFramer Motion Without Killing Core Web Vitals
Motion sells portfolios — until LCP suffers. These are the guardrails I use on this site.
Read moreDeploying a Next.js Portfolio on Vercel
From git push to live URL — how this portfolio ships on Vercel and what to verify after deploy.
Read moreDeveloper Portfolio SEO: Rank for Your Name + Role
Recruiters Google you. Here's the on-page and content strategy I used on this site.
Read moreGitHub Projects That Help You Get Hired
13+ repos won't help if none tell a story. One flagship + supporting cast beats a graveyard of forks.
Read moreHow to Write a Software Developer About Page That Converts
About isn't a biography — it's trust compression. What I put in mine and why it works.
Read moreGamification for Students: Streaks, XP, and Habits That Stick
Duolingo proved streaks work. Study Stream applies XP and leaderboards to real coursework — ethically.
Read moreSmart Notes vs Generic Note Apps for Video Courses
Notion is great — but it doesn't know you're watching Lecture 12 at 08:41. Purpose-built beats generic for courses.
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