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13 posts on this topic, newest first.

01

Robot Car: Origin Story (How Our Little Hero Got His Wheels)

I have a working robot car in my office. I've never built one. I didn't read the manual. Here's what the build looked like when the AI had the knowledge and I had the hands.

AIRoboticsLLMRaspberry Pi
25 APR 2026 11 MIN · AIOS THINKTANK
02

The Prompt Is the Program

Operating systems were built for humans. What happens when the user is an AI? I built a robot car driven entirely by an LLM to find out.

AIRoboticsLLMRaspberry Pi
26 MAR 2026 10 MIN · AIOS THINKTANK
03

Claude Memory V2: What I Learned Running AI Memory in Production

Three weeks of running persistent memory for Claude Code taught me what actually matters—and led to a complete restructure.

aiclaudemcpdevelopment
18 FEB 2026 8 MIN
04

Unifying 12 Years of Knowledge: From OneNote to Local Markdown to Oracle AI Database

How I migrated 5,178 OneNote documents spanning 12 years and built auto-sync for local markdown notes—turning scattered notes into a unified, AI-searchable knowledge base powered by Oracle AI Database 26ai.

AIOracle Database 26aiOneNoteMarkdown
27 JAN 2026 11 MIN · BUILDING A KNOWLEDGE MANAGEMENT APP WITH ORACLE AI DATABASE 26AI
05

Building Persistent Memory for Claude Code

How I built a cross-machine memory system for Claude Code using MCP, PostgreSQL, and semantic search.

aiclaudemcpdevelopment
26 JAN 2026 6 MIN
01

I Let Two AIs Talk to Each Other for 500 Turns. It Got Weird.

What happens when you let two local LLMs have unsupervised conversations? Cosmic harmony engines, fictional PhD consultants, and a surprisingly deep discussion about why chickens cross roads.

AISLMMulti-Model ArchitectureLLM
17 DEC 2025 10 MIN · SLM RESEARCH
02

When the SDK Says No: Vision-Aware RAG via a 300-Line Python Bridge

After CLIP made multimodal search instant, I hit a wall: the LLM could find images but couldn't see them. Here's how an Oracle engineer's tip and 300 lines of Python broke through.

AIOracle Database 26aiGrok-4Vision AI
22 NOV 2025 15 MIN · BUILDING A KNOWLEDGE MANAGEMENT APP WITH ORACLE AI DATABASE 26AI
03

Three LLMs, One App: Balancing Speed, Privacy, and Power

Testing LLMs in an Oracle Database 23ai app: cloud (OCI), laptop (M2 Mac), and GPU server (RTX 5090). Spoiler: My laptop needs a bigger GPU!

AILLMPerformanceArchitecture
28 OCT 2025 6 MIN · BUILDING A KNOWLEDGE MANAGEMENT APP WITH ORACLE AI DATABASE 26AI
04

Fine-Tuning a Personal Executive Assistant: Lessons from My Management Notes

How I fine-tuned IBM Granite 4.0 H Micro on 5+ years of management notes to create a personalized AI assistant—after three failures, the key was data quality.

AISLMFine-tuningGranite
05 OCT 2025 8 MIN · SLM RESEARCH
05

Fine-Tuning Qwen Models: From Theory to Practice

Fine-tuning Qwen 32B and 14B models to create ChefBot—a cooking AI that outperforms general-purpose LLMs in the kitchen.

AISLMFine-tuningQwen
29 SEP 2025 3 MIN · SLM RESEARCH
06

Building the RTX 5090 AI Workstation - Step by Step | Part 2

A detailed walkthrough of assembling my RTX 5090-powered AI workstation with photos from the entire build process

AIRTX 5090HardwareBuild Process
24 SEP 2025 3 MIN · BUILDING AN SLM POWERHOUSE
07

Building the Ultimate AI Workstation | Part 1

Planning an RTX 5090 AI workstation for fine-tuning specialized language models. Part 1 covers goals, component selection, and the SLM thesis.

hardwareAIMLRTX 5090
20 SEP 2025 3 MIN · BUILDING AN SLM POWERHOUSE
01

CLIP Inside Oracle AI Database 26ai: Fast, Multimodal RAG

How we got 10x faster by loading CLIP models directly into Oracle AI Database 26ai. Spoiler: In-database AI is production-ready.

AIOracle Database 26aiCLIPEmbeddings
11 NOV 2024 11 MIN · BUILDING A KNOWLEDGE MANAGEMENT APP WITH ORACLE AI DATABASE 26AI