Edwin

Just integrated Supermemory into Edwin. Now Edwin doesn't just know your course, it knows you. Every student gets personal memory layer that builds over time. Answers adapt based on your learning history. All powered by Supermemory's knowledge graph.

This is our final pitch for Momentum Checkpoint 5. Edwin AI — the teaching assistant that only knows your course. Citations to the exact slide. Knows every student's weak spots. Adapts in real time. Powered by @supermemory × @Devlabs_club Momentum

Flux team meeting #4

Just had a session with a Google DeepMind engineer through @devlabs_co Momentum. Learned a lot about building with Gemini and where AI tooling is headed for startups. The network you get from this program is no joke. #Momentum #buildinpublic

We just shipped Edwin's Intelligence Layer. Edwin now tracks which topics each student is struggling with — and adapts every chat response accordingly. Struggling? Simpler explanations. Strong? Deeper answers. Professors see exactly which topics are confusing the whole class.

Most AI tools give students wrong answers before exams. Not because they're dumb — because they don't know what your professor taught. Edwin only answers from your course materials. Cited. Accurate. No hallucinations.

39 users in our CSE 310 pilot at ASU — and we haven't spent a dollar on marketing. edwinlearning.com @devlabs_co #Momentum

Flux team meeting #2 — mapped out our approach for checkpoint 2. The crew is locked in. @devlabs_co #Momentum

First Flux team meeting as part of @devlabs_co Momentum — met the crew, shared our backgrounds and what we're building. Excited to see what this cohort does.

We built an AI teaching assistant for universities. Professors upload their course materials. Students get instant, citation-backed answers — grounded in exactly what was taught. 17 daily active users. Live at ASU today. edwinlearning.com @Devlabs_club

Professors upload their slides. Students get citation-backed answers pulled directly from course materials — not the internet. That’s Edwin. Built it at a hackathon, now live in ASU’s CSE 310 with 17 real students using it. If you’re a professor or investor, let’s talk 👇 #EdTech