DEV Community: SWEETAN MARIYAPPAN

🔧 Claude Code Source: AI Tools Security Deep Dive

SWEETAN MARIYAPPAN — Wed, 01 Apr 2026 18:27:06 +0000

A recent source leak has revealed how modern AI coding assistants actually work behind the scenes — and it's both powerful and risky.

In this deep dive, I break down:
⚙️ How Claude Code tools execute real-world actions
🧠 The architecture behind AI-driven automation
🛡️ Security risks like shell execution & prompt injection
🤖 Sub-agents, MCP tools, and hidden attack surfaces

This isn’t just another AI blog — it’s a real look into how AI interacts with your system.

📖 Read the full blog:
https://blog.seeb4coding.in/claude-code-sorce-ai-tools-security-deep-dive/

AI #ClaudeCode #CyberSecurity #AItools #LLM #DevTools #PromptInjection #AIEngineering #MachineLearning #TechBlog

🚨 Claude Code Leak: What Developers & Security Researchers Must Know

SWEETAN MARIYAPPAN — Wed, 01 Apr 2026 17:58:44 +0000

A recent incident exposed 500,000+ lines of internal code behind Claude Code — one of the most advanced AI coding agents.

I’ve done a deep technical breakdown here 👉
https://blog.seeb4coding.in/claude-code-source-deep-analysis-of-the-leaked-github-repository-for-security-research/

🔍 Key insights from the analysis:

• Claude Code is not just a code generator — it’s an autonomous agent that reads, edits, and executes code
• The leak revealed internal architecture, hidden features, and execution pipelines
• Exposed how AI agents interact with files, terminal, and Git workflows
• Highlights new risks like prompt injection, autonomous execution attacks, and data leakage

⚠️ This leak wasn’t a hack — it was a release mistake, but it still exposed critical internal logic ()

💡 Why this matters:
AI is shifting from “suggesting code” → “executing code”
That’s a huge security shift

👉 If you're a:

Developer
Security researcher
AI engineer

This is something you can’t ignore

🔥 Read the full deep analysis:
https://blog.seeb4coding.in/claude-code-source-deep-analysis-of-the-leaked-github-repository-for-security-research/

AI #CyberSecurity #ClaudeCode #ArtificialIntelligence #DevTools #AIEngineering #SecurityResearch #PromptInjection #TechBlog #SoftwareDevelopment

MCP in AI Explained (with a Real Example)

SWEETAN MARIYAPPAN — Thu, 26 Mar 2026 15:51:22 +0000

🚀 MCP in AI Explained (with a Real Example) | seeb4coding

Most chatbots can only respond.

But AI Agents powered by MCP (Model Context Protocol) can:

Search real-time data
Call APIs
Make bookings
Process payments
Send emails
Update calendars

👉 Example: Hotel Booking
One prompt → Full execution (search → book → pay → confirm)

This is where AI shifts from:
Assistant → Executor

📖 Read the full breakdown by seeb4coding:
https://blog.seeb4coding.in/what-is-mcp-in-ai-a-complete-guide-to-ai-agents-with-real-world-hotel-example/

Would love your thoughts on MCP and AI Agents 👇

seeb4coding #ai #machinelearning #developers #automation #api #softwareengineering #futureofwork

MCP in AI Explained (with a Real Example) | seeb4coding

SWEETAN MARIYAPPAN — Thu, 26 Mar 2026 15:45:47 +0000

Most chatbots can only respond.

But AI Agents powered by MCP (Model Context Protocol) can:

Search real-time data
Call APIs
Make bookings
Process payments
Send emails
Update calendars

👉 Example: Hotel Booking
One prompt → Full execution (search → book → pay → confirm)

This is where AI shifts from:
Assistant → Executor

📖 Read the full breakdown by seeb4coding:
https://blog.seeb4coding.in/what-is-mcp-in-ai-a-complete-guide-to-ai-agents-with-real-world-hotel-example/

Would love your thoughts on MCP and AI Agents 👇

seeb4coding #ai #machinelearning #developers #automation #api #softwareengineering #futureofwork #aiagents #agents #coding #llm #ml

🚀 AI Skills: The Developer’s Secret Weapon

SWEETAN MARIYAPPAN — Tue, 24 Mar 2026 15:29:12 +0000

Most developers use AI like ChatGPT or Claude…
But very few know how to control it properly.

👉 That’s where skills.md comes in.

Instead of repeating prompts again and again, you can:

Define AI behavior once
Reuse it across projects
Build smarter AI tools

💡 AI Skills are reusable instruction modules that make LLMs more consistent and production-ready ([Claude][1])

🔥 In this blog, I explain:

What is a Skill in AI
What is skills.md
How to use it with ChatGPT, Claude & Gemini
Real developer use cases

🔗 Read here:
https://blog.seeb4coding.in/ai-skill-the-developers-secret-weapon-what-is-a-skill-md-2026/

💬 If you're building AI tools, this is a must-read.

AI #LLM #ChatGPT #Claude #Developers #WebDev #MachineLearning #PromptEngineering #AItools #seeb4coding #sb4c #sb4c-blog

SVG ORA Studio – Free & Open Source Tool to Create and Customize SVGs Easily

SWEETAN MARIYAPPAN — Mon, 23 Mar 2026 12:02:08 +0000

If you're a developer or designer working with SVGs, you know how painful it can be to manually edit paths, colors, and layouts.

So I built SVG ORA Studio — a free & open source tool to create, edit, and customize SVG graphics efficiently.

👉 GitHub Repository: https://github.com/seeb4coding/SVG-ORA-Studio
👉 Full Guide & Updates: https://seeb4coding.in/

🚀 What is SVG ORA Studio?

SVG ORA Studio is a lightweight, free and open source SVG editor designed to help developers and designers:

Create SVG graphics
Modify SVG paths easily
Customize colors and styles
Preview changes in real-time

Whether you're building UI components, icons, or graphics — this tool makes your workflow faster.

🔥 Why I Built This

Working with SVG files often involves:

Editing raw XML code
Trial-and-error for positioning
Difficulty in quick previews

I wanted a developer-friendly, open source solution that simplifies this process — something fast, visual, and easy to use.

🧩 Features

✅ Free & open source
✅ Real-time SVG preview
✅ Easy customization (colors, shapes)
✅ Developer-friendly interface
✅ Lightweight and fast
✅ Perfect for UI/UX and frontend projects

💻 How to Use

Clone the repository:

"git clone https://github.com/seeb4coding/SVG-ORA-Studio.git"

Open the project in your browser or local server
Start creating and editing SVGs instantly 🎉

🛠️ Use Cases

UI icon design
Custom illustrations
Frontend development projects
SVG optimization workflows

🌐 Why SVG Matters

SVG (Scalable Vector Graphics) is essential for modern web development:

Resolution independent
Lightweight
Perfect for responsive design
Easy to animate

If you're not using SVG efficiently, you're missing out on performance and flexibility.

🔓 Open Source & Contribution

This project is 100% open source — contributions are welcome!

👉 GitHub: https://github.com/seeb4coding/SVG-ORA-Studio

Ways to contribute:

⭐ Star the repo
🍴 Fork and improve
🐛 Report issues
💡 Suggest features

🧠 Final Thoughts

SVG ORA Studio is built to simplify how developers work with SVGs — and being free & open source, anyone can use and improve it.

More features coming soon 🚀

📢 Let’s Connect

If you're interested in:

Developer tools
AI tools
Coding productivity

👉 Follow me and check out more content: https://seeb4coding.in/