TS Kamath

26/06/2026

🤖 Working with LLMs or building AI agents for your dev environment? The terminology is
evolving rapidly, and it can easily feel like guesswork.

To help make sense of the jargon, I've broken down Matt Pocock’s popular "Dictionary of AI
Coding" glossary, detailing the core concepts you need to know.

We look at:
✅ The Model vs. The Harness: Understanding what actually executes your code.
✅ The "Smart Zone" vs. "Dumb Zone": Why your agent starts getting sloppier after long
sessions (and how to fix it).
✅ Tools & MCP (Model Context Protocol): standardizing how agents talk to your files.
✅ DX vs. AX (Agent Experience): How to configure a codebase so AI can read it efficiently.

I've also linked these concepts back to notes in my personal digital garden (wiki.kamath.
cloud).

Read the complete guide here:

Understand the dictionary of AI coding with this guide. Learn key terms like model, harness, context window, and agentic loops.

22/05/2026

Do we remember our Indian scientists and institution-builders, or do we only remember Newton, Einstein and Marconi? only IISC, TIFR? Just pharma companies like Pfizer, Johnson & Johnson? or Just the Tata, Birla, Infy, Wipro?

Here are seven Bengali pioneers we should know:

Mahendralal Sircar — Indian Association for the Cultivation of Science, 1876
Prafulla Chandra Ray — Bengal Chemical & Pharmaceutical Works, 1901
Upendranath Brahmachari — Campbell Medical School, 1873
Meghnad Saha — University of Calcutta, 1857 / Allahabad University, 1887
Jagadish Chandra Bose — Presidency College, 1855
Satyendra Nath Bose — University of Dhaka, 1921 / University of Calcutta, 1857
Rabindranath Tagore — Visva-Bharati University, 1921

Full blog post:

Discover how the Bengali pioneers of Indian science built the institutions that define modern India, from quantum physics to national industrial chemical labs.

12/05/2026

We’ve all been there — saving tutorials that look useful, only to have them disappear into a digital graveyard.

I’ve found that the secret isn’t just saving the video, but having a clear pipeline to move it from:

📥 Inbox
⭐ Process
🛠 Try Later
✅ Implemented

By using this simple 4-playlist system on YouTube and connecting it with Obsidian for long-term notes, I’ve finally been able to turn technical tutorials into real project results.

This workflow is especially useful if you switch between iPhone and desktop while learning. It turns passive watching into an active, structured learning pipeline. 🚀

Full article: https://www.tskamath.com/track-youtube-tutorials-obsidian-workflow/

Learn a simple workflow to track YouTube tutorials across iPhone and desktop using YouTube playlists, Obsidian Web Clipper, and a practical learning pipeline.

07/02/2026

Safe AI Workflows: Mitigating Hallucinations & Overreach

As we integrate Large Language Models (LLMs) into our technical workflows, we encounter a critical friction point: Trust. While AI agents are powerful "completors," they often suffer from Parametric Knowledge Dominance—the tendency to rely on their pre-trained (and often outdated) internal weights rather than inspecting the immediate reality of your system. This leads to "blind recommendations" that can break configurations or introduce subtle bugs....

Master the art of building Safe AI Workflows. Learn proven strategies for mitigating hallucinations and preventing model overreach to unleash the full power of AI technologies securely and effectively.

06/02/2026

Using Git Safely on Cloud-Synced Folders (Linux & Windows Guide)

Introduction Using Git inside a cloud-synced folder seems convenient, but it frequently results in corrupted repositories, broken commit histories, and confusing Git errors. This problem is especially common when managing documentation vaults, note systems, or AI-assisted content workflows stored in tools like Google Drive, OneDrive, or Dropbox. Typical symptoms include: fatal: index file corrupt fatal: bad object Random file rollbacks…...

Using Git inside a cloud-synced folder seems convenient, but it frequently results in corrupted repositories, broken commit histories, and confusing Git

26/12/2025

Geometric Ganesha Yantra Tutorial

Introduction The Ganesha Yantra is more than a visually striking geometric art piece; it embodies spiritual symbolism associated with Lord Ganesha. This step-by-step geometric Ganesha Yantra tutorial will guide you in creating an authentic, proportionally accurate yantra, ideal for meditation, gifting, or personal growth. Materials Needed Drawing paper (A4 or square sheet preferred) Sharp pencil Compass Ruler (preferably transparent) Protractor (for angles)...

Learn how to create a geometric Ganesha Yantra with this simple tutorial. Perfect for beginners and art enthusiasts.

26/12/2025

Beginner’s Step-by-Step Guide: Paint a Watercolor Mountain Landscape

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Learn how to paint a beginner watercolor mountain landscape with easy steps and tips to create stunning mountain scenes.

26/12/2025

🎨 Discover the Joy of Watercolour Painting! 🌈

Looking for a creative way to relax and unwind? Watercolour painting is perfect for beginners and seasoned hobbyists alike! From picking your essential supplies to mastering simple techniques like wet-on-wet and gradients, this step-by-step guide has everything you need to get started confidently. ✨

🖌️ What you’ll learn:
✔️ Essential supplies to begin your art journey
✔ How to set up a painting workspace
✔ Beginner-friendly techniques and steps
✔ Common mistakes (and how to avoid them!)
✔ Inspiration for your next creative project 💡

Whether you want to paint serene landscapes or vibrant florals, this guide makes watercolour simple, relaxing, and fun. 🌿💧

👉 Read the full guide & get inspired:
📌 https://www.tskamath.com/watercolour-painting-for-beginners-a-step-by-step-guide-to-relaxation-creativity/

tskamath.com

🎨 Unleash your creativity — one brushstroke at a time! ❤️

Discover essential watercolour painting tips and techniques to create stunning artworks with ease and confidence.

20/12/2025

Don’t let hidden errors break your automations! 🚨

• Most problems in workflows go unnoticed until it’s too late. Catch them early!
• Centralized error handling in n8n keeps all errors in one place for quick fixes.
• Use the Error Trigger node to automatically catch and manage errors across all workflows.
• Benefits? Faster troubleshooting, consistent responses, and scalable automation!
• Set up a dedicated error workflow that logs issues and sends alerts instantly.
• Tag someone who needs smoother, smarter automations today! 💡

Read the full article:
https://www.tskamath.com/error-handling-in-n8n/

19/12/2025

Access Control and Surveillance on a Single Unified Platform: Enhancing Security Integration

unified platform, access control, surveillance systems, security integration, real time monitoring, ai analytics, security management...

Access Control and Surveillance – Access Control and Surveillance on a Single Unified…. Learn key insights, benefits, and practical takeaways.