TECHNICAL RESEARCH & ENGINEERING
Building tools for the
agentic engineering stack
Research-driven AI engineering. Every claim benchmarked, every tool shipped.
LATEST
m0lz.02 — Stack Loops
m0lz.02 runs layer-scoped evaluation for project features so each technology layer has its own contract file and its own layer-run record, with template criteria covering schema, auth, infrastructure, deployment, and observability risk classes; review gates are an opt-in audit step on activated layers, not a per-layer gate by default.
project-launch · m0lz-02 · pice · stack-loops · ai-code-review · contract-evaluation · developer-tools · typescript
m0lz.01: Does it make sense to me?
m0lz.01 is my local idea-to-distribution pipeline for technical writing: a standalone CLI with Codex and Claude authoring surfaces over the same audited state.
ai · developer-tools · open-source · methodology
Hey, I'm Jacob
AI Product Engineer & Technical Founder — I build AI-powered products from zero to production.
intro · about
Investor Matchmaker: Startup Week Scheduling
Python-based investor-founder meeting scheduler using greedy bipartite matching across investment type, business type, and sector criteria.
python · open-source · startups
m0lz.04 — AI Legal Case Management
Local-first, privacy-focused tool for pro se litigants. Court filing monitor, AI drafting, deadline tracking, citation verification, and red team analysis.
ai · legal-tech · open-source
PROJECTS
m0lz.00
Monochrome developer blog & portfolio. Static-only Next.js 16 site with MDX content pipeline, generative branch mark identity system, and dark/light theme.
Next.js / TypeScript
m0lz.01
Local idea-to-distribution pipeline for technical writing. Standalone CLI plus Codex and Claude authoring surfaces for research, drafting, evaluation, publishing, and cross-posting.
TypeScript
m0lz.02
Structured AI coding workflow orchestrator. Plan → Implement → Contract-Evaluate with dual-model adversarial evaluation, WISC context management, and tiered verification.
Rust / TypeScript
m0lz.03
Security proxy daemon for MCP servers. Authentication, rate limiting, PII detection, permission scoping, audit logging. 97% detection rate across 7,095 attack scenarios.
TypeScript
m0lz.04
AI-powered legal case management for pro se litigants. Court filing monitor, deadline tracker, citation verification, red team analysis, and DOCX export. Local-first, privacy-focused.
JavaScript / Claude API