Context Engineering
Compression, pruning, dedup and view-layer optimization that keep agents sharp as conversations grow.
Frameworks, agent tooling, developer directories, and audio DSP products. The work below includes source repositories and production sites.
Rust frameworks · developer tools · production sites · audio DSP
I have worked across web software, e-commerce, operations, and sales systems, turning product ideas into working companies.
I founded Engineered Automated Systems for Artificial Intelligence to publish Rust frameworks, agent and context tooling, developer resources, and audio DSP software. The code and production sites are linked below.
Six technical domains backed by shipped open-source and production work.
Compression, pruning, dedup and view-layer optimization that keep agents sharp as conversations grow.
MCP servers, lifecycle hooks and multi-agent orchestration - the protocols that wire tools to models.
GPU-accelerated, spectral-domain processing - loudness, restoration, mastering and deep analysis.
A Laravel-grade developer experience, re-engineered in Rust with batteries-included starter kits.
Tree-sitter parsing, symbol graphs and dependency analysis for assistant-grade codebase understanding.
Songwriting, prompt design and metadata systems for AI music generation.
Rust frameworks, developer tools, production sites, and audio software.
Three Suprnova applications with authentication and product workflows already wired.

Minimal Suprnova application with registration, email verification, password reset, profile management, and an Inertia 3 plus Svelte 5 frontend.

Suprnova product-site kit with authentication, documentation, articles, public profiles, taxonomy, role-based access, and moderation.

Suprnova directory kit with searchable listings, moderation, Stripe and Paddle publishing, editorial tools, SEO, media, and backups.
Deployed directories, developer references, and audio products.

Themes for Directory Starter and future NextjsKit applications.

A sourced reference index for Claude and Claude Code skills, MCP servers, models, and guides.

Hand-curated software-engineering tools, libraries, services, and references.

Digital signal processing for audio tools and production workflows.

Audio repair and release mastering with spectral processing, loudness control, private previews, and WAV output.
Frameworks and tools available as source code.

Git-backed requirements, evidence, checks, and decisions for AI-assisted software development.

A production coding ruleset, agent skills, and completion hook for enforcing a team's coding standard.

A Pi extension that rewrites repeated, stale, and oversized tool results before each model request.

A Next.js starter for curated link directories with articles, submissions, moderation, metadata, and optional paid placement.

A Rust and GPUI desktop monitor for CPU, memory, GPU, disk, network, energy, thermal, and process activity.

Rust infrastructure for authoring ARA 2.3 hosts and plug-ins across the public Celemony SDK surface.

A Rust terminal framework with retained components, reactive state, CSS-like layout, routed input, and accessibility.

A Rust port of Python Textual with composable widgets, CSS, a box model, and an event and message runtime.
Browse the source, production work, and current developer profiles.