Francisco Abner Rivera: Founder and Systems Architect building intelligent infrastructure from power to autonomy.

Public lab for turning technical work into boundary-aware READMEs, artifact status, and claim-reviewed proof surfaces.

Public-safe DGX/NVIDIA workstation documentation patterns without exposing topology, endpoints, credentials, or sealed IP.

Public-safe fine-tuning lab-note templates, dataset boundaries, evaluation notes, and release-gate discipline.

Pattern reference for governed multi-agent engineering delivery: scoped work packages, handoff queues, review checkpoints, and durable merged state.

Klause / OpenClaw: controlled multi-agent workflows with roles, review gates and human approval.

Public Hugging Face card templates for model, dataset, report, and Space release-readiness without release claims.

Public derivative EPI scaffold for attention-head pruning research framing, review gates, and claim boundaries.

Public boundary model for documenting local AI labs and agent-assisted engineering without exposing private infrastructure.

Public derivative EPI scaffold for mixed-quantization research framing, review gates, and claim boundaries.

Public EPI research scaffold for energy-aware AI evaluation, measurement discipline, and claim boundaries.

Public review-gate library for AI-assisted engineering outputs, status accuracy, boundaries, and release controls.

Public derivative EPI scaffold for expert-pruning research framing, review gates, and claim boundaries.

Public-safe agentic engineering workflow patterns covering execution loops, tool permissions, review gates, logging, refusal rules, and human approval.

Public proof index for Franzabner engineering repos, status labels, artifacts, boundaries, and review gates.