Shared memory for AI agent teams.
by Devndesigner · 31 Oct 2026 · Black Friday AI Hackathon
The problem
AI agents forget what happened before them, so their answers don't add up.
How it works
Product, frontend, backend and QA work at once and leave structured handoffs in one workspace.
What you get
A coordinated plan and a QA release decision, saved so the work can be reopened.
These work at the same time. The last one waits for what they find.
Product Lead
Requirements and acceptance criteria.
Frontend Builder
Interface and user flow.
Backend Builder
API, data and integration.
QA Reviewer
Reviews the shared work and decides on release.
Devndesigner
Hemanth Peddada
web2 & web3. shipping AI products, developer tools, and weird little things that actually get used. [01] building stuff at the edge of AI, voice and infra from an AI voiuce therapist people actually rant to at 3am, to tools that diff deployed Solana programs and flag upgrade risks. taste > tutorials. if it feels clunky, i rebuild it. if it works, i ship it.