Tag
#sqlite
10 posts
dankMire: A 5-Machine Home Lab Running 4.3 Million Files
Five machines named after Greek gods. 4.3 million indexed files. A media database, a productivity heatmap, and an AI video studio — all running on local hardware with zero cloud dependencies.
Agent Core: 9 Tools Is All You Need
How we trained a universal LoRA standard — 9 tools, 3 databases, a vault boundary — into a Qwen3-8B model that beats 23-tool fine-tuning with 87% fewer prompt tokens.
Self-Distillation: Mining Your AI Conversations for LoRA Data
Your real coding agent interactions are the highest-quality training data you'll ever have. Here's the 4-stage pipeline that converts conversation histories into structured LoRA training data — zero cost until Stage 3.
Schema on the Inside: Training an 8B Model to Recall Tool Schemas From Memory
How we trained Qwen3-8B to call 23 tools without any schemas in the prompt — and beat BFCL benchmarks in the process.
Building an R&D Dashboard for Your AI Research Pipeline
How I built a browser-based command center for reviewing, curating, and acting on AI-generated research with Preact, Express 5, and SQLite.
Building a Personal AI Research Pipeline
How I built a system that queries multiple AI APIs, auto-saves results as timestamped markdown, and indexes hundreds of files with SQLite FTS5.
From Research to Pull Requests: Automating Triage and Implementation with AI
Turn raw research into scored triage cards and draft PRs with a three-stage pipeline that runs on cron.
Building a Life Dashboard with Calendar Heatmaps
GitHub tracks your code contributions. I built a dashboard that tracks everything — commits, tasks, wellness — in one heatmap.
What Is a Database? Build Your First One with SQLite
Every app you use runs on a database. Here's what that actually means — and how to build your first one in 10 minutes with SQLite.
Building a Home Lab Dashboard with Preact, Express 5, and SQLite
dankMire is my personal command center — a lightweight dashboard for tracking projects, managing media assets, and monitoring my home lab.