AI data platform architecture
Governed memory, RAG pipelines, retrieval projections, and local inference.
Principal architect profileUpdated 2026.07
Storage Mesh / Governed RAG / Bare-Metal Automation / Agentic Control Planes
Infrastructure architecture for AI systems that must stay explainable.
Turning ambiguous infrastructure concepts into architecture decisions, executable validation checks, runbooks, service scaffolding, automation workflows, and implementation plans.
Explore the evidence ↓Best-fit rolePrincipal AI Infrastructure ArchitectStorage mesh · governed retrieval · agentic automation
01 / Knowledge basis
Systems thinking across the whole AI infrastructure path.
Very high
Storage mesh architecture
OpenAPI/C ABI storage mesh, operation journal, plug-in manager, capability profiles.
AI storage cluster architecture
Coherence-CE, CXL, RDMA, DPU/NVMe-oF, OpenZFS, benchmark and E2E validation.
Bare-metal and VM automation
Gentoo Stage4, LLVM/Clang, Ansible, iPXE, QEMU/VM, SLURM, Jenkins.
Secure OS hardening
SELinux, cgroups v2, BPF, OpenRC, lockdown, module signing, audit posture.
Agentic control plane
FCP, MCP, signed messages, no-secret memory, scoped agents, validation gates.
Engineering governance
ADR/DDN/CCR/PER records, evidence indexes, compatibility gates, SBOM/provenance.
Observability foundations
OTel, VictoriaMetrics, OpenSearch, GPU/SLURM/Jenkins telemetry, projection lag.
02 / Repository evidence
Architecture claims, mapped to working technical artifacts.
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Project Coherent Storage
AI storage cluster architecture, CXL/RDMA/DPU/OpenZFS/NVMe-oF, benchmarks and E2E validation
RAG Vector Pipelined Processor
Governed dual-store RAG memory, event ledger, CAS, retrieval, local inference and orchestration
Universal Storage Mesh
Modular storage service mesh, REST/OpenAPI surface, C ABI adapter seam and capability profiles
Gentoo Stage4 LLVM
Bare-metal and VM automation with Gentoo, Ansible, SLURM, iPXE and controlled validation
Gentoo Stage4 SELinux ToorSec
SELinux, cgroups v2, BPF, OpenRC, kernel lockdown and signed-module posture
YukonSYS Standard Definitions
Agentic standards, architecture records, evidence indexes and policy-sensitive controls
Agentic Forge Control Plane
Signed agent messages, operational memory, no-secret gates and control-plane audits
03 / Recent workload
From secure agent messaging to governed retrieval and storage-mesh seams.
Forge control-plane security matured
Signed messages, operational memory, no-secret gates and audit posture became central.
Coherent Storage integration
S3 translator scaffolding and RAG corpus-processing semantics expanded the AI storage work.
Universal Storage Mesh ADRs
Modular architecture, API/ABI posture and deployment taxonomy were formalized.
Automation and standards baseline
Gentoo Stage4, iPXE, Ansible, SLURM and governance overlays support lab automation.
04 / Consulting offers
Clear, bounded engagements with implementation-ready outputs.
AI Infrastructure Architecture Audit
ADR gap map · risk register · implementation sequencing · evidence-gate matrix
Governed RAG Platform Blueprint
Ledger/CAS/projection model · policy and redaction · retrieval evaluation · telemetry
Storage Mesh Implementation Plan
OpenAPI surface · C ABI seams · capability profiles · deployment taxonomy
Agentic Engineering Control Plane
Authorization model · MCP tool boundaries · no-secret policy · validation gates
Bare-Metal AI Lab Enablement
Gentoo/iPXE/Ansible/SLURM/Jenkins architecture · observability · recovery runbooks
Architecture should reduce ambiguity — not relocate it.