Tools Built with Intention

Small tools,
sharp focus

Four suites built for developers — dev automation, system monitoring, local AI, and learning tools. Fast, minimal, open source where it counts.

NF Dev Suite

Complete developer automation toolkit

Full developer automation toolkit integrating all Git, repo, and productivity utilities.

IskraDerevoNF-ToolBoxNFvim Suite
License
Free
Apache 2.0 · forever
GitHubView on GitHub

Iskra

Live

Git Automation Across Every Repo

Single Go binary that handles the tedious parts of git across all your repositories at once — AI-generated commits, bulk sync, and a status overview.

AI commit messages
Bulk operations
iskra pulse
GoGit
Free · Apache 2.0
GitHubView on GitHub

Derevo

In Development

Syntax-Aware Code Search

Tree-sitter powered code search that understands syntax rather than lines, for context-rich discovery across a codebase.

Syntax-aware
Tree-sitter grammars
Built in Rust
RustTree-sitter
Free · Apache 2.0
GitHubView on GitHub

NF-ToolBox

In Development

The NF Software CLI

License server, CLI toolbox, and verification SDK for the NF Software tool line — the single entry point for installing and activating the tools.

One install
Licensing & activation
Verification SDK
GoStripe
Free · Apache 2.0
GitHubView on GitHub

NFvim Suite

Live

Neovim Workflow Environment

Curated Neovim setup built on lazy.nvim and Mason, with a wallpaper-driven colourscheme that regenerates itself as the desktop changes.

Open Source
LSP integration
Zarya.nvim
Adaptive theming
Lualazy.nvimTree-sitter
Free · Apache 2.0
GitHubView on GitHub

NF Sys Suite

System telemetry and visualization

Real-time system telemetry, dashboards, and network visualization for performance monitoring.

PulsAstrotopSetka
License
Free
Apache 2.0 · forever
GitHubView on GitHub

Puls

In Development

Cross-Platform Terminal Monitor

Terminal system monitor in C, targeting a small dependency-free binary that runs the same way on macOS and Linux.

Zero dependencies
Cross-platform
Terminal-native
CPOSIXIOKitprocfs
Free · Apache 2.0
GitHubView on GitHub

Astrotop

Alpha

Rust System Dashboard

System dashboard in Rust with live CPU, memory and network collection, plus a predictive layer for spotting load before it bites.

Live metrics
Built in Rust
Forecasting
Rust
Free · Apache 2.0
GitHubView on GitHub

Setka

Alpha

Real-Time Network Flow Visualizer

Packet capture streamed to the browser over WebSocket and rendered live, so you can watch traffic as it happens rather than reading it afterwards.

End-to-end pipeline
Live rendering
Process attribution
GolibpcapWebSocket
Free · Apache 2.0
GitHubView on GitHub

NF Iris Suite

Local-first voice AI

Fully offline voice assistant — wake word, speech, reasoning and speech back, with every inference stage running on your own machine.

Iris CoreIris Voice CLIIris FactoryIris Memory
Individual (Annual)
€49/yr
One-Time License
€149
View all pricing options →

Iris Core

Alpha

Offline Voice Assistant

You speak, it listens, thinks and talks back — with no network request ever leaving the machine. Wake word, transcription, reasoning and speech all run on-device.

Wake word
Speech-to-text
Local reasoning
Gosherpa-onnxllama.cpp
Annual€19/yr
One-Time€39

Iris Voice CLI

Alpha

Push-to-Talk AI Interface

Terminal-native front end to Iris, activated by hotkey, so the assistant is reachable without leaving the shell.

Hotkey activation
Local ASR
Developer integration
Go
Annual€12/yr
One-Time€25

Iris Factory

In Development

Agent Generation Framework

Dynamic agent creation, letting Iris assemble new capabilities as they are needed rather than shipping every skill up front.

Dynamic agents
Task automation
Extensible
Go
Annual€9/yr
One-Time€19

Iris Memory

Testing

Physics-Based Memory Graph

A neuroscience-inspired memory graph where concepts are nodes joined by Hebbian springs: co-activation strengthens a connection, time decays it, so strong associations survive and unused ones fade.

Hebbian springs
Natural decay
Context recall
GoHebbian graph
Annual€9/yr
One-Time€19

NF Lab Suite

Experimental tools and learning platforms

Experimental and educational tools for learning, visualization, and research. Available via in-app purchase.

BitVoyagerVektorGymBuddy
Pricing model
In-App Purchase
per app · you own it
BitVoyager€6
Vektor€4
GymBuddy€5
View pricing details →

BitVoyager

Live

Gamified Coding Platform

Browser-based platform that teaches Bash and Python through story-driven terminal missions, run in a real in-page terminal.

XP progression
Interactive terminal
Multi-paradigm
ReactJavaScriptxterm.js
In-App Purchase€6
Available on platform store

Vektor

In Development

Intelligent Productivity Tracker

macOS app for tracking productive time, with automatic activity detection planned.

Auto-tracking
Analytics
Screen Time API
SwiftSwiftUICoreData
In-App Purchase€4
Available on platform store

GymBuddy

Alpha

Your Smart Gym Knowledge Coach

iOS app that helps you master fitness fundamentals through adaptive quizzes, exercise facts, and intelligent spaced repetition.

Adaptive Quizzes – Difficulty adjusts to your level
Exercise Library – Facts, cues, and common mistakes
Spaced Repetition – Long-term retention system
SwiftSwiftUICoreData
In-App Purchase€5
Available on platform store

Standalone Tools

Briz

Alpha

CLI that reads a directory tree and reorganizes it into a logical structure, dry-run first, with no hand-written rules to maintain.

Auto-organization
Dry run first
Metadata extraction
Free · Apache 2.0GitHubView on GitHub

Mew

Live

POSIX cat rebuilt in strict C11 with zero dependencies — sanitizers in debug, careful error handling, and no surprises.

Strict C11
Zero dependencies
ASAN + UBSAN
Free · Apache 2.0GitHubView on GitHub

Oh-My-Gosh

Live

Minishell-style fork/exec REPL written in C — a small, readable implementation of how a shell actually runs a command.

fork/exec REPL
Written in C
Learning project
Free · Apache 2.0GitHubView on GitHub

Need something custom?

These tools cover common cases — but if you have something specific, I take on custom CLI, automation, and developer tooling projects.