Builder Case Studies · AI-Assisted Development

Builder Case Studies.

AI-assisted development projects — from concept to deployment.

180 Total Sessions
11 Builder Projects
10 Domains Engaged
Active 112 sessions
pollen

Pollen

Self-organising mesh where workloads seed into cluster and organically scale without central coordinator. Uses QUIC + mTLS, CRDT state, cryptographic admission.

112
AI-assisted sessions
DistSysSysArchML/AISecurityDataPipeDevOpsTUI/CLIVideo3DWeb/Mobile
Active 7 sessions
pan

Pan

Personal Area Network. Bootstraps a personal mesh of devices running Syncthing, NATS, SilverBullet, self-hosted git — from one Mac command.

7
AI-assisted sessions
SysArchTUI/CLIDistSysSecurityWeb/MobileDataPipeDevOps
Active 13 sessions
firewalla-local-web

Firewalla Local Web

Local-only Firewalla management UI/CLI/SDK with no cloud dependency after initial pairing.

13
AI-assisted sessions
SecurityWeb/MobileTUI/CLIDataPipeML/AIDevOpsKGSysArchVideo3D
Stale 9 sessions
app-with-backend

App With Backend

Customer-support refund automation SaaS. AI agent (LangChain/Ollama) auto-decides refunds based on policy.

9
AI-assisted sessions
Web/MobileML/AIDistSysSecurityDataPipeDevOpsKGSysArchTUI/CLI
Active 3 sessions
intentcore

Intentcore

Intent-Based Data Architecture desktop app. Scans Documents/Desktop/Code, AI-analyzes intent states, stores as Markdown.

3
AI-assisted sessions
ML/AISysArchTUI/CLIDataPipeDistSysWeb/Mobile
Complete 6 sessions
obsidian-organizer

Obsidian Organizer

Organizes Obsidian vault files using local LLMs. Generates titles, categorizes, renames/organizes into folders. Supports markdown and images.

6
AI-assisted sessions
ML/AIKGDataPipeTUI/CLISecuritySysArchWeb/Mobile
Complete 12 sessions
video

Video Pipeline

Local LLM-friendly video editing pipeline. Transcribes footage, lets LLM author an EDL, renders final video with cuts, overlays, color grading, subtitles.

12
AI-assisted sessions
Video3DDataPipeML/AI
Stale 5 sessions
video3d2

Video3D

Sandbox for solar-system tours, Theatre.js demos, forest-census visualizations. Three.js + GSAP + Theatre.js.

5
AI-assisted sessions
Video3DML/AITUI/CLIWeb/MobileDataPipeDistSysKGSysArch
Vendor 5 sessions
crush

Crush

Collaborative real-time UI shell. Terminal UI exploration with the charmbracelet ecosystem.

5
AI-assisted sessions
TUI/CLIDistSysML/AIDataPipeKGSecuritySysArchVideo3D
Vendor 5 sessions
firewalla-local-ha

Firewalla Local Ha

Home Assistant integration for Firewalla. High-availability Firewalla setup with automatic failover and redundant routing.

5
AI-assisted sessions
SecurityDevOpsDistSysSysArchDataPipeML/AITUI/CLIWeb/Mobile
Complete 3 sessions
folder

Folder

AI folder organization system. macOS LaunchAgent daemon watching Desktop/Documents, batches file events, classifies changes using local Ollama.

3
AI-assisted sessions
SysArchML/AIDataPipeTUI/CLIDevOpsDistSysKGSecurity

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