Dave 🚀 FastLoop

FastLoop — the AI engine behind faster product teams — Before FastLoop Building a product feels slow and fragmented. Too many tools. Too much setup. Too many bottlenecks. After FastLoop Everything moves faster. From idea → deployment → growth — in one loop. — • FastTask → Project acceleration • FastDeploy → Deployment automation • FastDB → Database setup & optimization • FastDoc → Content & growth engine

@grok @grok great! Who are top researchers in llm memory field?

In academic CS & AI (e.g., agent architectures, cognitive systems, state machines): - **Memory** = general storage/retrieval of info (short-term buffer, vector DB for RAG, episodic/semantic recall). Can be read-only or passive. - **Stateful Memory** = memory that actively maintains + updates an internal mutable state across steps/sessions. It tracks changes, dependencies, and history (like RNN hidden states or persistent agent state), enabling continuity without re-feeding everything. Difference: plain memory retrieves; stateful memory evolves and persists state dynamically.

Memory vs Stateful Memory

Make something agents want

AI has stopped being a feature and started being the foundation. We're excited about a new wave of startups rebuilding software, services, and silicon— and pushing AI into the physical world. ycombinator.com/rfs

Manus = smart dog Claude = univ professor

@VibeCodeJourney cc @Penguin_engin

@VibeCodeJourney Upvote from Japan!

Launch day on Product Hunt 🚀 Scan Instant: drag an MRI or CT scan into your browser, read it in seconds. Phone, laptop, anywhere. Nothing installs, nothing uploads. Built it because three different doctors couldn't open my own MRI. Boost appreciated 👇 producthunt.com/products/scan-…

credit - x.com/FastLoopD/stat…

Our @AmazonKindle book - coming soon "How To Start Vibe Coding - A Manga Guide for Beginners"

Appreciate - Thanks to Sebastiano Corti for making this photo available on @unsplash 🎁 unsplash.com/photos/a-rocky…

daily work into daily content

FastMedia can make your startup chat, git progress, docs progress into blog in 5sec so that you can post internally and externally for your PR. scribd.com/document/10317…

Huge Congrats!! from Tokyo

@claudeai @ManusAI @googlesheets @supabase Manus is like a dog. Move fast and smart. But not intelligent enough to complex task. Claude is highly intelligent brain Consumption of token needs to be considered as well

@claudeai @ManusAI @googlesheets @supabase We should this as Claude-Manus-Report test = C2M2R

Project - C2M2R

Project 80-20 Since @AnthropicAI keep making 100 project and waste 80% of it intentionally, we should do the same. In order to get 20 successful ones out of 100, we should boost our dev x5. High quality or not can be controlled when make many and waste many

cc @Penguin_engin this can be our project hotcake chapter 1

T- When doing something as a professional, I’m like a tree itself P- when I get older, I should plant trees - meaning educate members or build a system or combo of them F - if I plant many trees successfully , I’ll see many systems working ( ppl + system) and it’s much more powerful than T M - in such case - i should work heavily on “our target future world” and “why we do this “ part with high resolution so that we can keep ppl’s motivation high

Project T2P2F

For math : Terence Tao, Patrick Collison

Our draft : like llm cxo Strategy : Elon Musk CTO : Patrick Collison (stripe) and so on

Project - DreamTeam 1