https://m0lz.dev Technical research & engineering by Jacob Molz. AI coding workflows, MCP security, and agentic systems. en-us https://m0lz.dev/writing/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. Fri, 15 May 2026 00:00:00 GMT https://m0lz.dev/writing/m0lz-02-stack-loops https://m0lz.dev/writing/m0lz-01-launch 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. Mon, 20 Apr 2026 00:00:00 GMT https://m0lz.dev/writing/m0lz-01-launch https://m0lz.dev/writing/hey-im-jacob Full-Stack Software Engineer building AI SaaS platforms, developer tools, eval workflows, and secure model/runtime infrastructure. Fri, 10 Apr 2026 00:00:00 GMT https://m0lz.dev/writing/hey-im-jacob https://m0lz.dev/writing/investor-matchmaker Python-based investor-founder meeting scheduler using greedy bipartite matching across investment type, business type, and sector criteria. Thu, 09 Apr 2026 00:00:00 GMT https://m0lz.dev/writing/investor-matchmaker https://m0lz.dev/writing/case-pilot Local-first, privacy-focused tool for pro se litigants. Court filing monitor, AI drafting, deadline tracking, citation verification, and red team analysis. Wed, 08 Apr 2026 00:00:00 GMT https://m0lz.dev/writing/case-pilot https://m0lz.dev/writing/mcp-guard Security proxy daemon for MCP servers — authentication, rate limiting, PII detection, and audit logging. 97% detection rate across 7,095 attack scenarios. Tue, 07 Apr 2026 00:00:00 GMT https://m0lz.dev/writing/mcp-guard https://m0lz.dev/writing/pice-framework Plan → Implement → Contract-Evaluate — a structured AI coding methodology with dual-model adversarial evaluation and WISC context management. Mon, 06 Apr 2026 00:00:00 GMT https://m0lz.dev/writing/pice-framework