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⚡ AI Lessons

Dev.to · mote
💻 AI-Assisted Coding
⚡ AI Lesson
1w ago
I Gave My Roombot a Memory Using Gemini Embeddings and a 900KB Rust DB
I have a problem. I lose things. Soldering irons, the third M3 screw, the receipt I swore I left on...

Dev.to · mote
1w ago
Your AI Agent Has Amnesia: Why We Built a Database to Fix It
Your AI Agent Has Amnesia: Why We Built a Database to Fix It If you've worked with AI...

Dev.to · mote
⚡ AI Lesson
1w ago
moteDB 0.5.1 Is Out: What 18 Months of Building an Embedded Database for Robots Taught Me
Last Tuesday our warehouse robot forgot what a red box looked like. Not metaphorically. It had the...

Dev.to · mote
⚡ AI Lesson
2w ago
Building a Multimodal Memory Store in Rust: What We Actually Learned
Why would anyone build a database in Rust? I've been asked this at least thirty times. Usually by...

Dev.to · mote
⚡ AI Lesson
2mo ago
I Burned 3 Weeks Tuning Vector Search Before Realizing the Problem Was the Index, Not the Algorithm
I was getting 200ms latency on vector search with only 50,000 embeddings. For a drone that needs to...

Dev.to · mote
⚡ AI Lesson
3mo ago
I Built a Database Engine in Rust for My Robot and Learned That SQLite Was the Wrong Battle
The robot started ignoring me on a Tuesday afternoon. Not dramatically — no sparks, no screaming...

Dev.to · mote
3mo ago
I Tried 4 Async Runtimes on a Raspberry Pi — Only One Didn't Make Me Want to Throw It Out the Window
Last month I spent three weeks doing something that sounds simple: making an HTTP client work...

Dev.to · mote
3mo ago
I Spent 3 Months Tuning a Tokio Runtime for My Robot — Here's What No Tutorial Tells You
I Spent 3 Months Tuning a Tokio Runtime for My Robot — Here's What No Tutorial Tells You Last...

Dev.to · mote
🤖 AI Agents & Automation
⚡ AI Lesson
3mo ago
I Replaced SQLite with a Rust Database in My AI Robot — Here's What Happened
I used SQLite for everything. For years, it was my default answer to "where do I store stuff."...

Dev.to · mote
3mo ago
Your Robot Doesn't Need a Vector Store — It Needs a Memory System
Last Tuesday, our robot walked into the kitchen for the 31st time that week. Same route. Same...

Dev.to · mote
3mo ago
I Watched My Robot Forget Everything 47 Times a Month — Until I Moved Memory to the Edge
Last Tuesday, my robot was halfway through cleaning the kitchen when the WiFi died. Not a big deal,...

Dev.to · mote
3mo ago
My Drone Flew 5 Minutes Before Its Brain Crashed — Every Single Time
My Drone Flew 5 Minutes Before Its Brain Crashed — Every Single Time A true story about...

Dev.to · mote
3mo ago
My Robot Said Kitchen 47 Times — And Never Knew It Had Already Been There
My Robot Said Kitchen 47 Times — And Never Knew It Had Already Been There Last Tuesday, my...

Dev.to · mote
3mo ago
I Tried 5 Ways to Give My AI Agent Memory (And Built a Database Instead)
Last month, my AI agent forgot a user's name three times in one conversation. Not a complex name....

Dev.to · mote
🤖 AI Agents & Automation
⚡ AI Lesson
3mo ago
My Drone Crashed 47 Times Before I Understood What Robot Memory Actually Needs
Last Tuesday, at 3 AM in a robotics lab that smelled like solder and desperation, my drone—let's call...

Dev.to · mote
⚡ AI Lesson
3mo ago
I Spent 3 Weeks Fighting Embedded Database Lockups — Here's What I Learned
Last month, I was debugging a weird issue on a Raspberry Pi 4. Our robot would randomly freeze for...

Dev.to · mote
🤖 AI Agents & Automation
⚡ AI Lesson
3mo ago
My Drone Crashed 47 Times Before I Understood What Robot Memory Actually Needs
Last Tuesday, at 3 AM in a robotics lab that smelled like solder and desperation, my drone—let's call...

Dev.to · mote
⚡ AI Lesson
3mo ago
I Spent 3 Months Debugging a Robot's Memory — 5 Things I Wish I Knew About Edge AI Data
I Spent 3 Months Debugging a Robot's Memory — 5 Things I Wish I Knew About Edge AI...

Dev.to · mote
🤖 AI Agents & Automation
⚡ AI Lesson
3mo ago
Building Embodied AI Memory: moteDB for Vectors, Time-Series and State
The Problem AI robotics needs a new kind of database. Modern embodied AI applications...

Dev.to · mote
⚡ AI Lesson
3mo ago
Why Your Robot Doesn't Need Pinecone (And What It Actually Needs)
Why Your Robot Does Not Need Pinecone (And What It Actually Needs) Pinecone, Weaviate,...

Dev.to · mote
3mo ago
Run a Vector Database on a Raspberry Pi in 5 Minutes (No Server Required)
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Dev.to · mote
🧠 Large Language Models
⚡ AI Lesson
3mo ago
Why moteDB? The Embedded Multimodal Database Built for Embodied AI
Building Embodied AI Memory: How moteDB Stores Vector, Time-Series, and State Together A...

Dev.to · mote
🤖 AI Agents & Automation
⚡ AI Lesson
3mo ago
Why moteDB? The Embedded Multimodal Database Built for Embodied AIWhy moteDB? The Embedded Multimodal Database Built for Embodied AI
Why moteDB? The Embedded Multimodal Database Built for Embodied AI Modern AI...

Dev.to · mote
⚡ AI Lesson
3mo ago
I Built a Database for Robots — 5 Things Nobody Tells You About Edge AI
I Built a Database for Robots — 5 Things Nobody Tells You About Edge AI Last year, I...
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