🧠 AI-Memory Hackathon #2 🚀

This hackathon is for developers who want to build AI agents that learn from experience and self-improve over time.

🏆$1,500+ Cash Pool

Main Prizes

🥇 Prize: $800 cash
🥈 Prize: $500 cash
🥉 Prize: $200 cash

Special Prizes

🎖️ TBA

🧰 Build Agents That Learn

In this hands-on hackathon, you will use Cognee’s open-source memory engine to equip remote agents with persistent memory and self-improving skills.

Instead of starting from scratch on every task, your agents will be able to remember past actions, reflect on outcomes, and adapt their behavior over time. Think:

Remote agents that execute workflows across tools and environments
Agents that learn which actions work best and refine their behavior
Skill-based agents that build reusable capabilities over time
Systems that combine memory, feedback, and reasoning in the cloud

☁️ And all of that on cloud

You will build and run your applications in a cloud environment, enabling agents to operate remotely with access to a decentralised memory layer that shares persist knowledge across your agents.

💥 Show us what you got

You will have 3 minutes to stand out:

Present your idea and explain how you leverage agent self-improvement
Run a live demo that showcases your agent in action

⏱️ Schedule

12:00 PM — Doors open + Networking
12:30 PM — Opening remarks + partner demos
1:00 PM — Hacking begins
4:30 PM — Project Submission Deadline - finalists selection
5:00 PM — Finalist presentation & judging
5:30 PM — Awards ceremony
6:00 PM — Event wrap-up & doors close

🚀 Technology & Venture Partners

Daytona - 100 USD in credits
Moss - cloud credits
cognee - Anthropic + Base10 credits

🧠 About Cognee

Cognee is an open-source AI memory engine that transforms unstructured data into persistent, queryable memory. It enables AI agents to store, retrieve, and reason over information across time, making it possible to build more reliable, adaptive, and stateful AI systems.

About Pebblebed

Pebblebed is a technical early stage VC founded by Pam Vagata (cofounder of OpenAI, ran AI for Stripe, inventor of FBLearner Flow); Keith Adams (founded Facebook AI Research, was chief architect at Slack, 20th engineer at VMWare) and Tammie Siew (former Sequoia Southeast Asia investor, former Sequoia & Notable Capital backed founder)

Self-improving skills for remote Agents