Bits of Thought

Everyday Chapters

This blog is where I share insights, reflections, and projects related to my work and interests. Whether it’s technology, creativity, or personal growth, each post aims to inform, inspire, or spark new ideas.

Agentic AI Systems

AI is evolving from passive assistants to active agents capable of making decisions and executing multi-step workflows independently. These systems …

Shadow Productivity in the Workplace

Employees increasingly use AI tools privately to enhance productivity, bypassing company policies. This “shadow productivity” reveals both the potential of AI and the need for thoughtful governance …

Ambient Intelligence & Spatial Computing

Technology is evolving from discrete devices and screens to environments that sense, adapt, and respond — often called ambient intelligence — shifting human-computer interaction into the physical world …

Post-Quantum Cryptography & Disinformation Security

With quantum computing threatening traditional encryption, researchers are building post-quantum methods while grappling with AI-driven disinformation that tests the resilience of social systems …

CrewAI Example to generate python code.

This project uses CrewAI to orchestrate a software workflow with four agents: engineering lead, backend engineer, frontend engineer, and test engineer. Tasks flow from design to implementation, UI creation with Gradio, and unit testing. crew.py assembles agents and tasks, while main.py launches execution seamlessly ...