Research

Technical research, deep dives, and analysis for projects in the m0lz catalog. Each project collects its research papers, benchmark methodology, and architectural investigations in one place.

m0lz.01 Researchm0lz.01

Research notes for the m0lz.01 launch: local CLI, Codex and Claude authoring surfaces, hash-gated plans, evaluation pressure, and publish resume behavior.

4 PAPERS

  • Thesis
  • Key Findings
  • Methodology
  • Open Questions

m0lz.02 Research: Stack Loopsm0lz.02

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.

5 PAPERS

  • Thesis
  • Key Findings
  • Sources
  • Methodology
  • Open Questions

m0lz.03 Researchm0lz.03

Benchmark methodology, threat modeling, and security analysis for the m0lz.03 security proxy daemon.

2 PAPERS

  • Benchmark Methodology
  • Sources

m0lz.02 Researchm0lz.02

Research papers supporting the m0lz.02 roadmap — seam analysis, convergence theory, verification frameworks, and architectural investigation.

8 PAPERS

  • The Seam Blindspot: Where Software Really Breaks and What No One Is Building to Fix It
  • Optimal Verification Passes in Multi-Model AI Evaluation: Convergence Analysis
  • Stack Loops and Arch Experts: Originality Analysis
  • Self-Evolving Verification Frameworks: State of the Art and Blueprint for m0lz.02
  • Claude Code Agent Teams: A Technical Deep-Dive for m0lz.02
  • Claude Agent SDK Licensing: Analysis for Open Source Integration
  • Stack Loops v0.2: Critical Gap Analysis
  • Sources