Engineering High-Performance Infrastructure for the Next-Gen AI & System Ecosystems.

Open-source, blazingly fast, and privacy-first CLI utilities, RAG orchestration layers, and desktop subsystems built natively in Rust and modern stacks.

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// CORE PRODUCT CATALOG

A three-tier engineering stack

Production-grade open-source components. Composable, auditable, and shipped under the MIT license.

RAG · MCP

ragpilot

A local-first RAG & Model Context Protocol server that lets LLM agents understand an entire codebase without reading every file. Code never leaves your machine — agents pull only the chunks that matter.

Up to 7.3x token efficiency
Rust Qdrant SQLite Tree-sitter
Zero cloud data leakage
Real-time incremental filesystem watching
Automated Git hooks integration
Built-in structural impact pre-refactor analysis
OS · DESKTOP

clipman

A fast, cross-platform clipboard manager that keeps your full copy history searchable and encrypted on-device — no cloud, no sync servers, just a native desktop daemon that stays out of your way.

Rust Tauri
Sub-1MB idle memory footprint
Native Wayland / Hyprland integration
Enterprise-grade on-disk DB encryption pipelines
TUI · GTK4

termilyon

A modern GTK4 + VTE terminal emulator for Linux with GPU-accelerated rendering, tiling splits, and tabs — configured entirely in TOML and tuned to stay smooth under heavy output.

Rust GTK4 TOML
Extreme multi-threaded compilation rendering
Deep tab / split customization engines
Seamless Vim / Tmux multiplexer workflows
// TELEMETRY & EMPIRICAL BENCHMARKS

Measured context compression, in production

Real-world token compression metrics captured from the ragpilot engine across live refactor tasks.

TRENDING UP
{{ m1 }}x
Per-task average context squeeze
PEAK RATIO
{{ m2 }}x
Peak compression on large-scale refactors
COST CUT
{{ m3 }}%+
Reduction in downstream LLM API overhead
REALTIME
Zero-Latency
Multi-threaded indexing via state hash matching
Context payload — full src/ dump vs ragpilot pruning
Baseline Snapshot — full src/ text dump 38,000 tokens
Optimized Bundle — dynamic ragpilot context pruning {{ optTokens }} tokens
{{ reductionPct }}
Payload reduction
{{ tokensSaved }}
Tokens saved per task
{{ pruneHint }}
ENTERPRISE SPONSORSHIP & SUSTAINABILITY

Sustain Open Source. Empower Your Infrastructure.

Our software is built to empower corporate engineering teams to execute local AI orchestration and desktop workflows safely and efficiently. By sponsoring our core open-source tracks, enterprises secure direct development prioritization, brand alignment, and custom architectural consulting hooks.

Sustain Open Source. Empower Your Infrastructure.

Run our tools confidently in production while funding their long-term maintenance. Corporate sponsors are featured directly in our core repositories and help shape the engineering roadmap — no SaaS lock-in, just sustainable open source.

Logo in core repos Roadmap influence MIT · audit-ready
Sponsor on GitHub
// PROFESSIONAL SERVICES & ENTERPRISE SUPPORT

Enterprise support, on your infrastructure

Professional services for organizations deploying our open-source stack inside regulated, air-gapped, or large-scale environments.

Custom Enterprise Implementations

On-premise integration of ragpilot into internal networks, local databases, and confidential documentation pipelines — including fully private, in-house RAG systems built and hardened to your policies.

Desktop Tooling Rollout

Help rolling out clipman and termilyon across a team — custom builds, shared configuration presets, and packaging for your Linux / Wayland environments.

Priority SLA & Consulting

Guaranteed upstream response times, architecture reviews, and dedicated consulting hours for RAG and subsystem orchestration setups.

// CONTACT

Let's talk infrastructure

Reach out about enterprise implementations, sponsorships, or integration support. We typically respond within two business days.

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MIT licensed · Privacy respected · No tracking