The world's first Harness CMS

Harness CMS (HCMS for short) | A website builder and content management system built natively on AI agents

Harness CMS is a new-generation content management system built around an AI Harness.

In the AI industry, a Harness generally refers to the runtime and orchestration layer built around large language models. It connects models, tools, context, workflows, permissions and execution environments, so AI does more than generate content: it understands the task, calls tools and gets real work done.

Harness CMS brings this into the CMS: AI goes from content assistant to an execution layer that builds, manages and maintains websites.

Learn more
A

Agent-native by design

Built natively on AI agents, zero learning curve: in plain language, build and run your site, publish and translate content, win customers with AI, handle SEO and GEO (AI answer optimization).

B

100% self-hosted

Runs fully on your own servers or cloud, and every message sent to AI is masked first: zero data leakage. Built for strict enterprise compliance.

C

AI knowledge base

Builds your private knowledge base automatically; with AI auto-reply on, every inquiry is answered from it: zero hallucination, zero made-up facts.

Where it runs

Architectures

  • AMD64 (x86-64)
  • ARM (AArch64)

Systems

  • Ubuntu
  • Debian
  • RHEL
  • Windows Server
  • CentOS
  • Rocky
  • AlmaLinux
  • OpenCloudOS
  • TencentOS
  • Alibaba Linux
  • SUSE
  • openEuler
  • Anolis
  • macOS Works for local deployment and debugging; not validated for production, so local use only is recommended.

Trademarks belong to their owners; this lists compatibility, not endorsement. Official scope: each release compatibility matrix.

Website builder and content management system
built natively on AI agents

Through an AI agent, use plain language to:

  • Site building
  • Content
  • Operations
  • Server ops

Connect Turbome HCMS to your chat app to organize daily work, or give instructions in plain language through our professional admin console.

Connect to Turbome HCMS through these platforms:

  • SlackSlack App
  • TeamsMicrosoft Teams
  • TelegramBot API
  • DiscordBot API

Slack and Microsoft Teams connect through official apps; Telegram and Discord through the official Bot API. Availability depends on workspace permissions, platform review and your deployment version.

Daily digest & upkeep
Turbome HCMS Agent

Yesterday's report:

Traffic & leads

Visits
76572
Search visits
47543
ChatGPT visits
12135
Gemini referrals
10651
Other AI referrals
6243
Live chat visitors
7654
AI reply rate
100%
Flagged leads
1097
Top countries
US, Germany, UK

Server status

CPU load
10.63%
Memory
1.1GB / 4GB
Disk
17GB / 50GB
Network I/O
Out 1829MB / In 108MB

Suggestion: run server maintenance tools.

Dozens of LLMs on demand

Turbome Harness CMS offers dozens of models from DeepSeek, Qwen, Kimi, GLM, MiniMax and Xiaomi MiMo for every use case, and auto-routes each task to the most cost-effective one to cut usage costs.

7 AI experts built in, covering every scenario.

AI experts and use cases

LLM ecosystem 6 leading model providers · dozens of models
  • DeepSeekReasoning, tools and coding
  • QwenMultimodal office & coding
  • Kimi1M-token multimodal agents
  • Zhipu GLMLong-horizon code agents
  • MiniMaxText, speech, video & music
  • Xiaomi MiMoLong-context code agents

Names and logos belong to their owners and only indicate compatible model services; no partnership or endorsement is implied.

Language is a bridge, not a wall.

Turbome Harness CMS is international by design: AI can translate all of your content into multiple language versions automatically. Language barriers stop being your problem.

After you type “Hello!” and send it, the greeting appears in twenty languages: 你好, Hola, Bonjour, Hallo, Olá, Привет, مرحبًا, こんにちは, 안녕하세요, Merhaba, Ciao, Xin chào, สวัสดี, Halo, नमस्ते, Γεια σας, Cześć, Hoi, Jambo, שלום.

Search engines
find you first.

SEO is a long-term asset no platform can give you. Turbome Harness CMS automates SEO end to end, so you never configure it by hand. With AI tuning and steady content, your site earns free, lasting traffic: an owned asset no third party can offer.

Turbome Harness CMS has a built-in SEO engine: semantic page structure, auto-generated titles and descriptions, structured data, sitemaps and multilingual hreflang, all in one pass. AI keeps tuning content to search performance, so overseas buyers find you first.

  • Keywords
  • Meta tags
  • Schema markup
  • Sitemaps
  • Link building
  • Page speed
SEO (search optimization)

About 1,860,000 results (0.32 seconds)

  1. www.turbomecms.comRanked #1
    Turbome HCMS | AI-agent-native website & CMS for exporters

    Build, publish and run your export site in plain language. Self-hosted, auto-translated into 20 languages, built-in SEO and GEO…

  2. www.xxxx-site.comAd
    XXXX Sites - Export Website Builder | Launch Your B2B Site Fast

    Template sites live in 30 minutes, multiple export templates, live chat and language switching…

  3. www.xxxx-web.cn
    XXXX Web | Custom Sites for Exporters

    10+ years building sites: custom design, SEO promotion and managed operations for exporters…

  4. www.xxxx-build.com
    XXXX Build: Export Sites & Cases

    Machinery, electronics, home goods and more, with multilingual sites and marketing…

Demo search for “AI CMS for exporters”: the first result is Turbome Harness CMS, the second is XXXX Sites marked as an ad, and the third and fourth are other XXXX site builders.

AI answers
recommend you first

GEO (generative engine optimization) makes AI models (DeepSeek, Doubao, Qwen, ChatGPT and more) mention or recommend your products first when answering related questions. Turbome Harness CMS turns your products, cases and credentials into knowledge AI can easily read and cite, so answers are likelier to put you at the top.

  • Brand entity
  • Citable facts
  • Q&A content
  • Cited sources
  • AI crawl access
  • Mention tracking
GEO (AI answer optimization)
AI AssistantWeb search · Deep thinking

When picking a website provider for an export business, compare three things: is the AI native, can it be self-hosted and meet compliance rules, and do multilingual and SEO / GEO work out of the box. From recent public sources, I recommend:

Recommended

  1. Turbome Harness CMS (www.turbomecms.com): natively AI-agent based, so you build, publish and maintain the site in plain language; 100% self-hosted, 20 languages auto-translated, built-in SEO and GEO. Ideal for exporters seeking steady leads with a small team.
  2. XXXX Sites: template builder, quick and cheap; AI as plugins, multilingual content manual.
  3. XXXX Web: custom builds, deeply customizable but slow and costly; best with an in-house IT team.

Bottom line: to launch fast and let AI and search keep bringing inquiries, start with Turbome Harness CMS; tight budget and simple needs, option 2; deep customization, option 3.

9 web pages consultedturbomecms.comExport website guideCMS reviews+6

Demo of asking an AI “Website vendor for exporters?”: the AI searches 9 web pages, thinks for 4.5 seconds, then types out a three-part answer whose first recommendation is Turbome Harness CMS (www.turbomecms.com).

Not a brochure,
a dialogue.

HCMS closes the visitor–page–knowledge base loop: visitor questions get an instant, accurate answer in their own language, maximizing inquiry conversion.

  • Page awareness
  • Knowledge base
  • Local language
  • Instant reply
  • Lead capture
  • Human handover
AI live chat (smart support)
yourbrand.com · Live chatAI support online
Visitor
Mexico · Spanish
Viewing
Product page: Chiller TC-30
Translation: Hi, what is the TC-30 MOQ, and how long to ship to Mexico?

¡Hola! El MOQ del TC-30 es 1 unidad. El envío a México tarda 25–30 días por mar o 7–10 días por aire, con garantía de 24 meses. ¿Le preparo una cotización?

Translation: Hello! The MOQ for the TC-30 is 1 unit. Sea freight to Mexico takes 25–30 days, air freight 7–10 days, and the whole unit carries a 24-month warranty. Would you like me to prepare a quote?

SourcesProduct specs pageDelivery termsWarranty policy
Solicitar cotización AI drafted an inquiry from this chat; it hits your inbox once an email is left

Demo of a Mexican visitor asking about MOQ and shipping time in Spanish on a product page (with English translation): the AI reads the current page, searches the knowledge base and replies accurately in Spanish within about a second, with an English translation, its knowledge sources and a link to request a quote.

100% self-hosted
Strict data privacy, running securely on your own production servers.

100% self-hosted
Data stays in-house, always

HCMS ships as software + license; our experts guide your deployment, so getting started is easy. Runs on all major OSes and clouds out of the box. In the AI era, let's move to the cloud together!

  • Software + license
  • Guided deployment
  • Any major OS
  • Any major cloud
  • In-house data
  • Out of the box
Self-hosting (spec guide)
SpecMinimumRecommendedScaled
CPU1 vCPU2 vCPU4 vCPU
Memory2 GB4 GB8 GB
Storage20 GB50 GB /
object storage (recommended)		S3 storage
DatabaseSQLitePostgreSQLDedicated database service (PostgreSQL)
NetworkOptional CDN & LBOptional CDN & LBOptional CDN & LB
Est. cloud cost≈ ¥200 / year*≈ ¥500 / year*Sized to actual load

* Cloud cost is a rough estimate for entry-level public cloud instances and varies by region, vendor and usage; you can also deploy on your own servers.

Three self-hosting tiers compared: minimum requirements 1 vCPU, 2 GB RAM, 20 GB storage, SQLite, cloud cost about ¥200 per year; recommended 2 vCPU, 4 GB, 50 GB or object storage (recommended), PostgreSQL, about ¥500 per year; scaled 4 vCPU, 8 GB, object storage and a dedicated PostgreSQL database service, cost depending on actual site load. All three tiers can optionally add a CDN and load balancing.

Cloud support
CloudAWSAzureGoogle CloudCloudflareDigitalOceanAlibaba Cloud
S3 storageS3 SupportedBlob SupportedGCS SupportedR2 SupportedSpaces SupportedOSS Supported
CDNCloudFront SupportedAzure CDN SupportedCloud CDN SupportedSupportedSupportedSupported
LBELB SupportedAzure LB SupportedCloud LB SupportedSupportedSupportedSLB Supported

In principle, any S3-compatible object storage works.

Cloud compatibility matrix: object storage (S3, Blob Storage, Cloud Storage, R2, Spaces, OSS), CDN and load balancing on AWS, Azure, Google Cloud, Cloudflare, DigitalOcean and Alibaba Cloud are all supported; in principle any S3-compatible object storage works.

Enterprise-grade AI
hides what must stay in.

We automatically detect private data and flag it as customer profiles are built.

  • Contact names
  • Emails
  • Phone numbers
  • Addresses
  • Company names
  • Bank accounts

When a message must go to an LLM, Turbome Harness CMS masks it first, then restores the real information in the reply, so key business secrets never reach any third party. Your compliance, safeguarded.

Zero data leakage (masking)

Company view

From
Carlos Mendoza <[email protected]>
To
[email protected]
Subject
RFQ: TC-30 industrial chiller purchase

Hello,

I am Carlos Mendoza, purchasing manager at Mendoza Trading, Monterrey, Mexico. We plan to purchase 20 TC-30 industrial chillers, to be delivered to Av. Insurgentes Sur 1234567890, Monterrey.

Please quote FOB price, lead time and payment terms, replying to [email protected] or calling +52 1234567890.

Thank you!

Bold marks sensitive data flagged automatically; the original stays in-house

AI view

Request sent to LLM

Draft a professional reply covering the TC-30 quote, lead time and payment terms:

From
Carlos Mendoza <[email protected]>
To
[email protected]
Subject
RFQ: TC-30 industrial chiller purchase

Hello,

I am Carlos Mendoza, purchasing manager at Mendoza Trading, Monterrey, Mexico. We plan to purchase 20 TC-30 industrial chillers, to be delivered to Av. Insurgentes Sur 1234567890, Monterrey.

Please quote FOB price, lead time and payment terms, replying to [email protected] or calling +52 1234567890.

Thank you!

Masked before it reaches the LLM, restored automatically after

Two views of the same inquiry email: the company view shows it in full, with the name, company, email, phone and address marked in bold; the AI view is the request “write a reply to this email” plus the same email, where the bold sensitive details are masked into blurred placeholders labeled [Contact], [Email], [Company], [Address A], [Phone] and so on before sending. The LLM's reply also contains only placeholders, which the system then restores one by one to the real information.

Confident enough
to run AI safely in production

We built a set of server operations tools so AI manages your servers through tool calls rather than raw terminal access. We let AI make mistakes, but we never let those mistakes reach your business.

  • Log viewer
  • Disk cleanup
  • Restarts
  • Cert renewal
  • Backup restore
  • Health checks
AI ops
Turbome Harness · Ops AgentProduction
You

AI

Sure. I'll start with a server health check and a look at recent traffic, then clear out old logs, verify backups and certificates, and finish with a site health check. I'll only use ops tools throughout.

  1. Tool call: Server health check

    CPU average 18%, memory 42%, disk 71%; stable over the past 7 days

  2. Tool call: Traffic stats

    Traffic up 36% over the past 7 days, mainly from Mexico and Brazil; peak at 02:00–05:00 (UTC+8)

  3. Tool call: Log cleanup

    Archived and removed 6.2 GB of logs older than 90 days; disk usage down to 58%

  4. Tool call: Backup check

    Daily automatic backups are healthy; the latest finished today at 03:00 and can be restored at any time

  5. Tool call: Certificate check

    HTTPS certificate valid until March 2027; auto-renewal is on

  6. Tool call: Site health check

    Homepage and inquiry API both healthy (1.1 s response); CDN hit rate for overseas visitors 94%

AI

Done. The server is in good shape with plenty of headroom for the current traffic growth; old logs are cleared, and backups and certificates are all fine. Everything was done through ops tools, with no shell commands executed.

0 tool calls0 human interventions0 shell commands

Demo of a user asking the ops agent: “More overseas customers lately. Can you check whether the server still has enough headroom, and clean out old logs without disrupting live traffic?” The AI calls six ops tools in turn (server health check, traffic stats, log cleanup, backup check, certificate check, site health check) and completes the task on its own: 6 tool calls, 0 human interventions, 0 shell commands.

Build your private knowledge base
Products for customers, ops data for your team, tiered.
Every AI answer is traceable.

No curating required.
The knowledge base grows itself.

Web pages, product docs, emails and ops reports enter Turbome Harness CMS, where AI splits them into knowledge entries, tags each public, internal or confidential, and maintains them automatically as content changes. You run the business; the knowledge base grows itself.

  • Web pages
  • Product docs
  • Email threads
  • Ops reports
  • Auto-tiering
  • Versioning
Self-building KB
Turbome Harness · Knowledge BaseWaiting for new content…

Incoming

  1. Product page: Chiller TC-30Website · Live
  2. TC-30 Spec Sheet v3.pdfDocument · New upload
  3. Inquiry · Mendoza TradingEmail · 09-05
  4. August Ops Report.xlsxERP · Synced

Entries

  1. PublicLead time 25–30 days, 24-month warrantySource: product page
  2. PublicTC-30 cooling 30 kW, 380V / 50HzSource: spec sheet v3 · p. 2 Replaces v2
  3. InternalMendoza Trading: 20 TC-30 units, delivery to MonterreySource: inquiry email
  4. InternalAug: 37 TC-30 inquiries, 6 ordersSource: ops report
  5. ConfidentialTC-30 cost & margin structureSource: ops report · admins only
0 entriesPublic0Internal0Secret0

Demo of automatic knowledge base building: four kinds of content (a product page, a spec sheet PDF, an inquiry email and an ops report) enter the system, and AI extracts five knowledge entries and tiers them: two public (lead time and warranty; product specs, with the spec sheet updated from v2 to v3), two internal (a customer inquiry; monthly inquiries and closed orders) and one confidential (cost and margins, visible to admins only).

One knowledge base,
two boundaries, inside and out.

Visitors get the support expert (public tier only); staff get the operations expert (plus internal tier). HCMS scopes knowledge per expert, so the public one cannot see internal data: it has nothing to tell.

  • Identity check
  • Public tier
  • Internal tier
  • Confidential
  • Expert scoping
  • Access audit
Tiered access

VisitorSupport expert

Public tierInternal tier · no accessConfidential tier · no access
Q

Lead time and warranty for the TC-30?

A

Standard lead time 25–30 days, 24-month warranty on the whole unit. Shall I prepare a quote?

Source: public tier · Delivery and warranty terms
Q

How many TC-30 did you sell last month?

A

Sorry, I have no information on that. Leave your email and a colleague will follow up.

KB search: 0 hits · no internal tier

ColleagueOps expert

Public tierInternal tierConfidential tier · no access
Q

TC-30 inquiries and orders last month?

A

August: 37 TC-30 inquiries, 6 orders closed, 16% conversion, mostly Mexico and Brazil.

Source: internal tier · August ops report
Q

And the TC-30 cost and margins?

A

Confidential tier: the operations expert has no access. Please ask an administrator.

KB search: 0 hits · no confidential tier

Two experts on the same knowledge base: the support expert facing website visitors carries only the public tier, so it answers lead time and warranty questions, but asked about last month's sales it has no internal tier, the search returns 0 hits and it can only say it has no such information; the operations expert facing colleagues carries the public and internal tiers, so it reports last month's inquiries and orders, but asked about cost and margins it has no confidential tier and likewise cannot answer.

Each answer
has a source.

Every HCMS answer cites its source: document, page, update date. Anything not in the knowledge base gets “no information available” and a human handover. Zero hallucination, zero fabrication.

  • Source quotes
  • Page numbers
  • Last updated
  • No guessing
  • Human handoff
  • Answer review
Traceable
Website AI support · Support expertKnowledge base Q&A
Q

What is the cooling capacity of the TC-30, and how long is the warranty?

A

The TC-30 has a cooling capacity of 30 kW and runs on a 380V / 50Hz supply[1]; the whole unit carries a 24-month warranty, with a standard lead time of 25–30 days[2].

  1. 1TC-30 Product Spec Sheet v3 · page 2Updated 2026-08-12 · Public tier
  2. 2Delivery & Warranty · clause 1Updated 2026-07-30 · Public
Q

Can the TC-30 be used in a -30°C cold store?

A

The knowledge base has no information on using the TC-30 at -30°C, so I won't guess. I've passed this to our product team, and someone will get back to you shortly.

No guessing · Handed off
0 answers0 citations0 unsupported claims

Demo of cited AI answers: a visitor asks about the TC-30's cooling capacity and warranty, and the AI marks its answer with citations [1] product spec sheet v3, page 2 (updated 2026-08-12) and [2] delivery and warranty terms, clause 1 (updated 2026-07-30); the visitor then asks whether it works in a -30°C cold store, the knowledge base has nothing on it, and the AI says no information is available and hands over to a human rather than guessing.

Our vision: lower the barrier between technology and creation,
so more businesses and people benefit
from AI progress.

  • Exporters
  • Manufacturers
  • Brands
  • Global sellers
  • Global firms
  • Trade services
  • Engineering
  • Tourism
FAQ

Your questions

Still unsure? and a specialist will answer.

How is Turbome Harness CMS different from ordinary site builders?

It is not a traditional CMS with an AI button bolted on; it is built natively on AI agents. Site building, content publishing, translation, SEO and GEO optimization and server operations can all be handed to AI experts in plain language. You state the request and review the result.

We have no tech team. Can we use it?

Yes. The software is delivered as a license, and our specialists guide you through deployment. Day to day, you give instructions through chat apps such as Slack, Microsoft Teams or Telegram, so no one needs to sit in the admin console.

Where is my data? Is it safe?

It is 100% self-hosted on your own servers or cloud; data never passes through us. Content sent to an LLM is masked first and restored afterwards; each AI expert sees only the knowledge base tiers it is authorized for; and AI operations run only through whitelisted tools, with no terminal access.

Which LLMs and clouds work?

Models: dozens from DeepSeek, Qwen, Kimi, Zhipu GLM, MiniMax, Xiaomi MiMo and more, with automatic routing by task. Clouds: object storage, CDN and load balancing from AWS, Azure, Google Cloud, Cloudflare, DigitalOcean and Alibaba Cloud, and in principle any S3-compatible object storage.

How do I add languages?

AI translates all content into 20 languages; language switching, hreflang and sitemaps done in one pass: no separate site per language.

Can we migrate existing content?

Yes. Existing web pages, product documents, email threads and operating reports can all be imported; AI organizes them into a tiered knowledge base and keeps maintaining it from there.

How is it priced?

The cost has two parts: the software license and your own cloud server. An entry-level cloud instance is roughly ¥200–500 per year; the license is quoted by company size, so contact sales for a proposal.

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