We Replaced Our Standup Notes With an AI That Actually Remembers Them

We Replaced Our Standup Notes With an AI That Actually Remembers Them We built a group project manager that learns from every sprint decision. I didn't believe the memory was actually doing anything — until the agent started justifying assignments with history I'd forgotten I'd logged. That's the part that got me. Not that it remembered. That it remembered things I had already forgotten. The Standup Problem Nobody Talks About Every team has a version of this: you hold a standup, someone mentions a blocker, someone else says they're close to done, the coordinator makes a note. Then the meeting ends, the note goes into a doc nobody re-reads, and three days later you're in the next standup repeating half the same conversation because nobody remembered what was decided. We weren't trying to fix standups. We were building an AI project manager for a hackathon — a Streamlit app that could answer natural-language questions about our three-person team: Dexter (AI/Backend), Rahul (Frontend), an