AI, Product Crafting, Engineering

When Advisory first launched, the goal was to turn a generic “financial chatbot” into a modular, production-grade AI investing stack - one designed to evolve its capabilities over time . We set to evolve through a simple principle: when Advisory can’t fulfill a task to increase app performance, it can request a new tool . Over time, this creates a feedback loop where the product continuously expands what it can do - not just in markets and investing, but in product growth an

Advisory turns chat into action with Strands Agents, MCP/ACP orchestration, and a hardened financial API on a Dockerized microservices stack. We route across LLMs to balance quality and cost. Personalized Firebase notifications deliver timely, noise-free alerts. Dive into the architecture, agent autonomy, and UX choices that make real-time, user-centric investing possible.

At ITQuarks, we’re witnessing a shift that’s rewriting how we build software: AI isn’t just a tool — it’s becoming part of the team. We...

Intro: At the forefront of AI, automation, and edge intelligence, ITQuarks team is shaping how the world interacts with software, data,...

Launching a new product at a startup often feels like landing the perseverance rover on Mars —bold, challenging, and filled with...