SecurityDeveloper ToolsOSINTAI/MLStreamingDocumentation

Selected Work

A practical index of products, libraries, and documentation systems built around secure web development and operator-grade tooling.

Each project links directly into docs or a live surface. The emphasis is on what the work enables, what it is built with, and how it fits the Noddev ecosystem.

Featured case study

Omni

A comprehensive OSINT and reconnaissance platform for collecting, correlating, and reviewing public intelligence across domains, IPs, and social trails.

Turns scattered reconnaissance signals into a browsable operational workspace.

Next.jsPostgreSQLDrizzleOSINT
Explore Omni
9

Project surfaces

6

Core capability areas

MDX

Documentation-first delivery

Project Index

Security Middleware

ApiShield

Route protection and API hardening patterns for rate limits, threat modeling, request validation, and abuse-resistant endpoint behavior.

Rate limits
Threat modeling
Edge controls
Node.jsOpenAPIMiddlewareSecurity

Developer Experience

Terminal-RichJS

A TypeScript library for building expressive command-line interfaces with layout primitives, status surfaces, and structured terminal output.

Panels
Prompts
Responsive terminal layouts
TypeScriptCLITUINode.js

IoT Product Interface

QASA

An air quality monitoring interface for turning sensor readings into real-time insights and readable environmental status.

Live readings
AQI status
Monitoring UI
IoTAnalyticsDashboardVercel

Documentation System

Noddev Docs

A unified MDX documentation hub with command search, product navigation, syntax-highlighted examples, and route-level content organization.

Guides
Code examples
Information architecture
MDXNext.jsSearchDocs

Open Source CLI

Claude Code (CCB)

A reverse-engineered, extended Claude Code CLI with ~90 commands, pipe IPC for multi-instance LAN coordination, deterministic workflow orchestration, ACP protocol for Zed/Cursor, Langfuse observability, and multi-provider support (Anthropic, Gemini, Grok, Ollama).

Goal-driven agent loops
Pipe IPC + LAN discovery
ACP IDE integration
TypeScriptBunBiomeInk

Local AI Knowledge Library

Cognix

A local-first knowledge system that ingests raw files, chunks and embeds them, runs hybrid retrieval (filename match + keyword + SQLite vector + ChromaDB + RRF), synthesizes grounded answers, and runs a nightly intelligence pipeline detecting gaps, contradictions, and stale content.

Hybrid retrieval + RRF
Intelligence pipeline
Provider cascade (OpenAI / Anthropic / Ollama)
PythonFastAPIReactChromaDBSQLite

ML Research Library

Neural Nexus

A NumPy neural network library where every block, gradient, and memory system is visible. Ships 30+ blocks including conv, recurrent, spiking LIF neurons, five biologically-modelled memory systems, a CognitiveCycle with 5 named phases, neuromodulatory bus (DA/NE/5HT/ACh), and an LLM bridge that grounds responses in live cognitive state.

5-phase CognitiveCycle
Neuromodulatory bus
LIF spiking networks
PythonNumPyFastAPIReact

Streaming Platform

NodWatch

A full-stack Next.js 15 streaming platform for movies, TV, anime, and KDrama — live at nodwatch.online. AES-encrypted stream token proxy, 5 embed server options, OpenSubtitles integration, a custom recommendation engine cached in Cloudflare KV, full offline download pipeline (OPFS + HLS), and a PWA.

Encrypted stream proxy
Offline downloads + HLS
Custom recommendation engine
Next.js 15Cloudflare WorkersDrizzleNeonBetter-Auth

Capability Matrix

API hardening

Rate limits, auth boundaries, request validation, and security controls for production routes.

OSINT tooling

Interfaces for collecting, comparing, and verifying public intelligence signals.

CLI developer experience

Terminal interfaces that make status, prompts, and structured output readable.

Documentation architecture

MDX systems, route structure, search affordances, and maintainable project guides.

AI & ML tooling

Local knowledge libraries, neural network research, and open-source LLM CLI infrastructure.

Full-stack platforms

Monorepo-structured web and mobile applications sharing data, auth, and UI layers.