Hosted applications
Learning, lab, knowledge, support, collaboration, and locally operated AI tools accessed through the RH Console.
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Redacted Hosting
RH operates private tools and learning environments, advises on technical projects, and produces functional prototypes.
What RH provides
Use RH-hosted tools, get help with a defined technical project, commission a functional print, or learn from the work documented here.
Learning, lab, knowledge, support, collaboration, and locally operated AI tools accessed through the RH Console.
View applicationsScoped assistance with infrastructure, security, private AI, recovery, troubleshooting, and technical planning.
View servicesFee-based customer prints, replacement parts, design assistance, functional prototypes, and small batches.
View printing servicesPublic learning, member training, independently offered instructor-led courses, technical notes, and documented project work.
Browse the libraryPurpose
Sometimes an idea needs a server. Sometimes it needs instruction, a private workspace, a manufactured part, or an experienced second set of eyes. RH exists to make those resources useful and understandable.
Read about RHConsulting
Architecture, migration, hardening, troubleshooting, backup, recovery, and operational handoff.
Use-case review, model and platform planning, secure deployment, evaluation, and operator guidance.
Focused workshops, guided labs, architecture reviews, and clearly scoped technical advisory.
Membership
Start with a free account for public resources and selected free learning, or choose paid membership for the published member training catalog, eligible tools, and expanded benefits.
Follow RH Wire, receive updates, save your website account, and use public guides and selected free learning.
Create a free accountAccess the published paid-member learning catalog, member resources, and eligible RH-hosted tools, subject to onboarding, capacity, and published usage limits.
See paid membershipWorking with RH? Consulting clients receive Paid Member access for the active duration of their engagement.
Joining an instructor-led course? Community member- and cadre-led offerings may have a separate fee billed directly by the named instructor. Those fees are not included in Free or Paid Membership unless the offer explicitly says so.
Need a physical part? 3D printing is quoted and billed per project or item, separately from membership.
3D printing
RH applies the same practical mindset used in infrastructure: understand the constraint, design deliberately, test the result, and document what works. Each job is quoted and billed separately.
Member access
See available applications, complete onboarding, manage website billing, find support, and understand what your membership includes.
From the technical diary
AI, LLM, and ML articles
Web Search MCP Server Setup Guide: Summary: This guide is specifically tailored for users running LM Studio on Windows 10/11, with a 7900XTX
Read Locally Hosted AI Agent With Web Search Capacity / MCP Server.Additive Manufacturing
Our hands-on review of the X4 Plus from Artillery3d.
Read Artillery3d: Sidewinder X4 Plus S1 ReviewAdditive Manufacturing
I designed and 3D printed a universal HDD/SSD caddy for a Chenbro SK33502 hot-swap NAS backplane so I could expand local AI storage without waiting on expensive OEM parts. In this post I walk through the full process.
Read Designing and 3D Printing a Universal HDD/SSD Caddy for a Chenbro ServerContact
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