AI-native software development. Forward Deployed Engineering Solutions. Low-Level Development. Reverse engineering. Applied research.

Services

Precise full-stack, integrative, or scratch offerings + solutions

01 REVERSE ENGINEERING & BINARY ANALYSIS
> Opaque binaries, protocols, and legacy systems are expensive risks.
> We open the black box, map real behavior, surface vulnerabilities, and deliver clarity you can act on — security reviews, compatibility work, or competitive intelligence.
> Deep. Fast. Zero hand-waving.
02 AGENTIC WORKFLOWS & TYPED COMPUTATION
> Most “AI agents” are brittle prompt chains that break in production.
> We build the typed, deterministic substrates and verifiable execution engines that make agentic systems actually reliable — from edge runtimes to formal reasoning tools.
> Reproducible. Production-grade. No theater.
03 PROCESS AUTOMATION & INTERNAL TOOLING
> Your operations are still duct-taped together with spreadsheets and manual handoffs?
> We replace the chaos with clean, purpose-built internal systems — dashboards, automation layers, and decision tools your team will actually rely on.
> Modern ops that scale with the business.
04 WEB DEVELOPMENT & WASM SYSTEMS
> High-performance web that doesn’t sacrifice control or speed.
> From zero-dependency static experiences to serious WASM + C++ systems running real computation in the browser. Craft that performs.
> Lightweight where it should be. Heavy where it matters.
05 IDEA → SHIPPED SYSTEM
> You have the vision. No working version yet.
> We take it from napkin sketch to credible, production-grade artifact — in C, WASM, Python, or full-stack — and prove it works before you bet further.
> The fastest path from “what if” to real.

For scoped engagements or productized builds, get in touch. Full proof in the resume and archive.

Thymos (open source)

Zero-dependency C runtime for typed tensor graphs and memory-planned execution. Targeting edge deployment.

Zach James

Background, writeups, and research — systems work, reverse engineering, and applied ML.

Archive & Lab

Book notes, course notes, essays, malware writeups, and early-stage explorations — a public knowledge base.

Browse the Archive Lab / In the Works