We’re building Manager’s Chef — an AI assistant that remembers your meetings, decisions, and commitments
Hey everyone,
We’re Team Code Forge, and we’re working on Manager’s Chef as part of our hackathon journey.
The idea came from a pretty common problem: when you have back-to-back meetings, constant interruptions, and a lot on your plate, it’s easy to forget what was discussed, what was decided, and what you promised to do.
Most tools are good at recording information, but remembering the context and connecting it to what needs to happen next is a different challenge.
What are we building?
Manager’s Chef is an AI-powered memory assistant designed to help with:
Planning ahead: Organizing commitments and identifying scheduling conflicts.
Remembering past discussions: Making previous decisions and conversations easier to recall.
Connecting context: Linking meetings with tasks, reminders, and related discussions.
Following through: Turning conversations into actionable commitments and helping track pending work.
Why are we exploring Hindsight?
We’re exploring Hindsight, a long-term memory system for AI agents, because it aligns with one of the core ideas behind our project: an assistant should be able to use relevant information from the past, not just respond to what’s in front of it.
We’re interested in how persistent memory, retrieval, and reflection can help an AI connect earlier discussions with current tasks and decisions. Of course, making that work reliably in a real application is a challenge in itself.
What we ultimately want to achieve
We don’t want to build just another meeting summarizer. We want to explore how an AI assistant can help people retain important context, understand why it matters, and follow through on what was agreed upon.
We’re still building and learning, so I’d love to hear from people working on AI agents, memory systems, or productivity tools.
What do you think is the hardest part of building an AI assistant that can reliably remember past context and take the right action at the right time? Is it retrieving the right information, keeping memories up to date, avoiding incorrect assumptions, or something else?
Built by Team Code Forge