TECHNICAL RESEARCH & ENGINEERING

Building tools for the
agentic engineering stack

AI coding workflows, MCP security, and agentic systems. Written and shipped by Jacob Molz.

LATEST

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

Case Pilot: AI Legal Case Management

A 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

MCP-Guard: Security for MCP Servers

A security proxy daemon that adds authentication, rate limiting, PII detection, and audit logging to any MCP server. 97% detection rate across 7,095 attack scenarios.

security · mcp · ai · open-source

PICE: Structured AI Coding Workflows

Plan → Implement → Contract-Evaluate — a methodology for AI-assisted engineering with dual-model adversarial evaluation and WISC context management.

ai · developer-tools · methodology · open-source

PROJECTS

m0lz.dev

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

PICE

m0lz.02

Structured AI coding workflow orchestrator. Plan → Implement → Contract-Evaluate with dual-model adversarial evaluation, WISC context management, and tiered verification.

Rust / TypeScript

MCP-Guard

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