Agorik is leveling up. In the coming months we’re rolling out two big upgrades that make every answer crisper, more connected, and more resilient:

1. Autonomous Vector Ingestion (AVI) — a backend that turns new contributions into an instantly navigable network of ideas.

2. Reflexive Engine 2.0 — a self-healing loop that converts “we don’t know yet” into “we’re learning now, so next time is better.”

Today, Agorik moves to GPT-5. That means sharper reasoning when it matters, quicker answers when it doesn’t, tighter control over verbosity and tool use, and smoother multi-step workflows for both people and policy-bounded agents. It’s live now—and Agorik remains free to use and free to contribute.

Agorik is launching a monthly newsletter—and it’s going to be different. No fluff. No spam. Just structured, high-value content for Agile thinkers, doers, and contributors. These newsletters will serve as a distilled pulse of what’s happening across Agile methods, product thinking, and enterprise agility—all shaped by our growing community. This is your chance not only to stay informed, but to contribute, be featured, and shape the very knowledge Agorik is built on.

Welcome to the first official post on Agorik.io—your digital companion for Agile practice, product innovation, and transformation leadership. Agorik isn’t just another AI tool. It’s a community-powered expert system designed for the people leading change: Scrum Masters, Product Owners, Agile Coaches, Engineers, and transformation leaders.

Where generic tools offer surface-level answers, Agorik goes deeper—grounded in frameworks, systems thinking, and evidence-based practice—and now extended for a world where humans and AI agents deliver together.