Core Agent
My AI-Powered Second Brain for Autonomous Productivity
Every day felt like Groundhog Day—repeatedly explaining context to various AI tools like ChatGPT, Claude, Cursor, and Gemini. Fragmented memory across these platforms was draining, making simple tasks like content creation, email handling, and scheduling a constant struggle. It became clear:
I needed an intelligent, unified system—a digital twin—to handle the tedious work for me.
My mission became clear: build an AI-powered digital twin capable of automating my daily tasks, continuously learning, and genuinely embodying my voice, thoughts, and personality across all interactions and platforms.
Bringing this vision to life, I leveraged CrewAI, Python, and cloud infrastructure on AWS (EC2 and Docker), alongside MongoDB for metadata, Qdrant for embedding management, and Retrieval-Augmented Generation (RAG) for seamless context retrieval.
My digital twin came to life through specialized agents:
Knowledge Agent: Acting as the memory guardian, it captures insights using semantic search, keeping the digital twin informed and contextually rich.
Content Writer Agent: Expertly crafts personalized content, adapting style and tone for LinkedIn, Instagram, Medium, and more.
Feedback Agent: The vigilant editor, constantly refining and aligning outputs with structured feedback loops to maintain consistency and accuracy.
Gmail Agent: My digital secretary, handling emails with timely, thoughtful, and context-aware responses.
Calendar Agent: The organizational genius, scheduling meetings and reminders aligned with my priorities and availability.
The results were transformative:
Cut down repetitive tasks by an impressive 80%, freeing valuable time and mental space.
Accelerated productivity, achieving 70% faster content creation and task execution.
Boosted content efficiency, achieving 3x reuse of ideas and information through intelligent memory recall.
Maintained over 95% consistency in my voice and brand messaging.
Completely eliminated context loss, achieving seamless integration across all tools and tasks.
Looking forward, my goal is ambitious yet simple: evolve the Core Agent into an easy-to-use, plug-and-play platform.
Imagine anyone effortlessly creating their own personalized digital twin, complete with modular agents, centralized memory, and customizable large language models (LLMs)—transforming productivity and personalization for everyone.
Try it out >> 🔗 here
