Our AI PM Remembered Task Owners Without Being Told Twice

"Wait — it actually remembered that?" Keerthana stared at the screen as our agent recalled a task assignment from a session we'd closed an hour ago, without us mentioning it once. That moment was the whole point of what we built. And honestly, we didn't fully expect it to work that cleanly. What We Built Over 8 hours, our three-person team — Sinchana Nagaraj, Keerthana N, and P Sahana — built an AI Group Project Manager powered by Hindsight agent memory and Groq's LLM. The idea was simple: most AI agents are amnesiac. Every new session, they start from zero. For a group project tool, that's a dealbreaker. You don't want to re-explain who owns what every time you open a chat. So we built something that remembers. The stack is straightforward: a FastAPI backend, a browser-based chat UI, Groq's llama-3.3-70b-versatile for the LLM, and Hindsight as the memory layer. The agent can assign tasks, log team decisions, summarise workloads, and answer questions about project status — all grounded