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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
⚡ 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
🤖 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
🤖 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
🧠 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...

Dev.to · mote
🤖 AI Agents & Automation
⚡ AI Lesson
3mo ago
Why Embedded Databases Are the Missing Piece in AI Robotics
When we think about AI infrastructure, we picture massive GPU clusters, cloud databases, and API...

Dev.to · mote
🧠 Large Language Models
⚡ AI Lesson
3mo ago
Why Vector Databases Alone Aren't Enough for Embodied AI: Introducing moteDB
When we talk about AI databases, most people immediately think of vector databases like Pinecone,...

Dev.to · mote
💻 AI-Assisted Coding
⚡ AI Lesson
3mo ago
Prologue: After We No Longer Write Code by Hand, What Remains for Engineers?
1. A Question We Can No Longer Avoid See Figures 0-1 and 0-2 in this chapter. Over the...

Dev.to · mote
🤖 AI Agents & Automation
⚡ AI Lesson
3mo ago
I Built a Database for Robots — Here's What I Learned
If you've ever tried to build a robot that understands its environment—really understands it, not...

Dev.to · mote
🤖 AI Agents & Automation
⚡ AI Lesson
3mo ago
From Prompt to Harness: An Engineering Methodology for AI Agents-01
Preface Over the past few years, the most common question around artificial...

Dev.to · mote
⚡ AI Lesson
4mo ago
MoteDB: Embedded multi-modal database for edge AI
Hi everyone, I’ve been working on something for the past few months and finally feel it’s ready to...
DeepCamp AI