What JCCIDC Builds
11 production systems. From compiler design to autonomous AI pipelines.
Jimmy CC Platform — AI-Integrated Community Operations
Full-stack community operations platform. Claude-powered admin assistant with 23 production tools (read-only + approval-gated writes + domain-specific admin suite), auth-gated WebSocket PTY terminal, 6 interactive script visualizers, multi-slot hardware flashing workflow, Discord OAuth identity, Supabase RLS.
Community Dashboard — Cloud Claude + Local Gemma Knowledge Mode
Desktop support tool for community moderators. Tauri v2 multiwebview with an embedded real browser, cloud Claude for source-grounded drafts with a three-state hallucination guardrail, a separate local Knowledge mode running Gemma 4 via Ollama for private workspaces, and a 40+ token theme system with seven presets.
Custom Language Compiler
Production-grade TypeScript compiler for a domain-specific scripting language used in embedded hardware automation. 5-stage pipeline (scanner, recursive-descent parser, semantic analyzer, compiler, code generator) with full language coverage, constrained-memory code generation, and rich error diagnostics.
Browser Compiler IDE
Standalone web IDE running the compiler entirely client-side. Monaco editor with custom syntax highlighting, real-time diagnostics, assembly output viewer. No backend required.
Autonomous Content Pipeline
End-to-end autonomous content pipeline. 11 sources aggregated, AI article generation, narrated video production with ElevenLabs + FFmpeg, multi-platform distribution. 180+ videos/month.
.files — Desktop File Manager
Windows Explorer replacement built from scratch. Tabbed browsing, split panes, 9 file preview renderers (PDF, DOCX, images, code), built-in terminal, git integration, 9 themes + custom theme creator. Rust backend with 30+ commands.
FORGE — AI Task Runner
Desktop app for queuing AI development tasks with pre-authorization guardrails. Policy engine defines boundaries (allowed dirs, blocked files, token budgets) so agents operate autonomously. Supervise after, not during.
Multi-Channel AI Command Router
Internal AI command router bridging Discord, SMS (Twilio), and web clients. Unified dashboard aggregating responses across channels. Integration hub for Claude API, n8n workflows, and custom tools.
Subscription & Access Control Bot
Production Discord bot integrating PayPal subscriptions with role-based access control. Automated tier provisioning, serial management, marketplace API sync. Handles the full payment lifecycle.
Logistics CRM/TMS
Complete CRM and transportation management system for a logistics company. Sales pipeline Kanban, document templates, workflow automation via n8n webhooks, Supabase RLS for multi-tenant isolation.
Controller-Input Script Library
Production script library operated under a separate brand on the official marketplace for specialized gaming hardware. Constraint-driven scripting under strict memory and timing budgets. State machine architectures, adaptive filtering systems, and OLED interface design. Over a decade of development with significant community adoption.