分析済みURL
https://www.kallio.cloud/
計測: 21 時間前
AI-Readyスコア
優秀
/ 100
トークン削減量
スコア内訳
新興プロトコル
6件中0件検出AIエージェントが探すwell-knownエンドポイント。検出されればエージェントが自動的にあなたのサービスを発見・接続できます。
-
OAuth Protected Resource RFC 9728
/.well-known/oauth-protected-resource -
OAuth Discovery RFC 8414
/.well-known/oauth-authorization-server -
MCP Server Card SEP-1649 draft
/.well-known/mcp/server-card.json -
A2A Agent Card A2A v1.0
/.well-known/agent-card.json -
API Catalog RFC 9727
/.well-known/api-catalog -
Agent Skills index Discovery RFC v0.2.0 draft
/.well-known/agent-skills/index.json
この数字は動きます。 モニタリングは開発中です。リストに登録すると公開時にお知らせします。
リストに登録されました!サービス開始時にお知らせします。
計測結果 Content ratio: 7.6% (1503 content chars / 19708 HTML bytes)
ページの実際のコンテンツとHTML全体の比率が低いです。ページ重量の多くがコンテンツではなくマークアップ、スクリプト、スタイルです。
実装方法
CSSを外部スタイルシートに移動し、インラインスタイルを削除し、JavaScriptを最小化し、HTMLがコンテンツ構造に集中するようにしてください。
AI Solutions Architect. Builder. Former CTO.
I design AI and cloud systems that hold up in production, EU-sovereign when it matters, and I still write the code.\*
\* Only occasionally these days. Mostly AI writes the code and I review and approve it.
[Get in touch](https://www.kallio.cloud/contact/)[What I'm doing now](https://www.kallio.cloud/now/)

## What I do
- ### AI & agents
Multi-agent systems, RAG pipelines and AI orchestration, on GCP Vertex AI, Mistral and Azure AI Foundry.
- ### Cloud architecture
AWS serverless, CDK, Terraform, event-driven and hexagonal architecture. Built to be boring in production.
- ### Sovereign when needed
EU-resident stacks, EU inference and EU vendors, for when data location actually matters.
- ### Technical leadership
CTO experience: strategy, team practices, release processes, ISO 27001.
## Featured work
- [done### AI platform for an ESG SaaS
Planmark, CTO (2024–2026)
Architected and led the AI platform of an ESG SaaS as CTO: multi-agent systems, RAG-based reporting and AI orchestration on GCP Vertex AI and Gemini.
- GCP
- Vertex AI
- Gemini
- Firebase
- TypeScript
](https://www.kallio.cloud/work/planmark-ai-platform/)
- [live### Kassavirta / Codefox Cashflow
Codefox
Cash flow visualization for SMBs with integrations to multiple fintech apps. Full EU residency, with AI inference moving to Mistral. A Codefox product.
- UpCloud
- Supabase
- PostgreSQL
- React
- Mistral
](https://www.kallio.cloud/work/kassavirta/)
- [building### AskForKey
Codefox
End-to-end encrypted secret requests: send a single-use link, the other side encrypts in their browser. Runs entirely on bunny.net. A Codefox product.
- Bunny Edge Scripts
- Bunny Database
- Bunny Storage
- Bunny DNS
- Deno
](https://www.kallio.cloud/work/askforkey/)
[All work →](https://www.kallio.cloud/work/)
## Finnish or English, both fine.
[aleksi \[at\] kallio.cloud](mailto:[email protected])
Aleksi Kallio · AI Solutions Architect [Skip to content](https://www.kallio.cloud/#main)
[Aleksi Kallio](https://www.kallio.cloud/)
[](https://www.kallio.cloud/fi/)
****
[](https://www.kallio.cloud/fi/)
# Aleksi Kallio
AI Solutions Architect. Builder. Former CTO.
I design AI and cloud systems that hold up in production, EU-sovereign when it matters, and I still write the code.\*
\* Only occasionally these days. Mostly AI writes the code and I review and approve it.
[Get in touch](https://www.kallio.cloud/contact/)[What I'm doing now](https://www.kallio.cloud/now/)

## What I do
- ### AI & agents
Multi-agent systems, RAG pipelines and AI orchestration, on GCP Vertex AI, Mistral and Azure AI Foundry.
- ### Cloud architecture
AWS serverless, CDK, Terraform, event-driven and hexagonal architecture. Built to be boring in production.
- ### Sovereign when needed
EU-resident stacks, EU inference and EU vendors, for when data location actually matters.
- ### Technical leadership
CTO experience: strategy, team practices, release processes, ISO 27001.
## Featured work
- [done### AI platform for an ESG SaaS
Planmark, CTO (2024–2026)
Architected and led the AI platform of an ESG SaaS as CTO: multi-agent systems, RAG-based reporting and AI orchestration on GCP Vertex AI and Gemini.
- GCP
- Vertex AI
- Gemini
- Firebase
- TypeScript
](https://www.kallio.cloud/work/planmark-ai-platform/)
- [live### Kassavirta / Codefox Cashflow
Codefox
Cash flow visualization for SMBs with integrations to multiple fintech apps. Full EU residency, with AI inference moving to Mistral. A Codefox product.
- UpCloud
- Supabase
- PostgreSQL
- React
- Mistral
](https://www.kallio.cloud/work/kassavirta/)
- [building### AskForKey
Codefox
End-to-end encrypted secret requests: send a single-use link, the other side encrypts in their browser. Runs entirely on bunny.net. A Codefox product.
- Bunny Edge Scripts
- Bunny Database
- Bunny Storage
- Bunny DNS
- Deno
](https://www.kallio.cloud/work/askforkey/)
[All work →](https://www.kallio.cloud/work/)
## Finnish or English, both fine.
[aleksi \[at\] kallio.cloud](mailto:[email protected])
このファイルをサーバーの/index.mdとしてアップロードし、AIエージェントがページのクリーンなバージョンにアクセスできるようにしましょう。Accept: text/markdownコンテンツネゴシエーションを設定して自動的に配信することもできます。
推奨内容
# Aleksi Kallio > AI Solutions Architect with 19 years in IT, from developer to CTO. Designs AI and cloud systems that hold up in production, with AI writing most of the code. ## Main - [Aleksi Kallio · AI Solutions Architect](https://www.kallio.cloud/): AI Solutions Architect with 19 years in IT, from developer to CTO. Designs AI and cloud systems that hold up in product… - [About](https://www.kallio.cloud/about/) - [Projects](https://www.kallio.cloud/work/) - [Experience](https://www.kallio.cloud/experience/) - [Homelab](https://www.kallio.cloud/homelab/) - [Now](https://www.kallio.cloud/now/) ## Support - [Contact](https://www.kallio.cloud/contact/)
完全なllms.txtにはドメイン全体の分析が必要です(近日公開)
このファイルをドメインのルートにhttps://www.kallio.cloud/llms.txtとしてアップロードしてください。ChatGPT、Claude、PerplexityなどのAIエージェントはこのファイルを確認してサイト構造を理解します。
このサイトにはすでにllms.txtファイルがあります。
有効な形式# Aleksi Kallio > AI Solutions Architect with 19 years in IT, from developer to CTO. Designs AI and cloud systems that hold up in production, with AI writing most of the code. Personal site of Aleksi Kallio, AI Solutions Architect based in Muurame, Finland. Every page is also available as markdown: send `Accept: text/markdown`, or request the `index.md` next to it. Finnish and English are both first-class. ## English - [Home](https://www.kallio.cloud/index.md): AI Solutions Architect with 19 years in IT, from developer to CTO. Designs AI and cloud systems that hold up in production, with AI writing most of the code. - [Projects](https://www.kallio.cloud/work/index.md): Selected projects by Aleksi Kallio: AI platforms, serverless and cloud back ends, platform modernization, consulting and the Codefox SaaS products he builds. - [Experience](https://www.kallio.cloud/experience/index.md): Career timeline of Aleksi Kallio: AI Solutions Architect, CTO, senior cloud developer and founder, with education, from Tietosuunta to Brillian over 19 years. - [Homelab](https://www.kallio.cloud/homelab/index.md): Homelab and hardware projects by Aleksi Kallio: Proxmox and TrueNAS, Home Assistant automations, Zigbee devices, ESP32 builds and various e-ink experiments. - [Now](https://www.kallio.cloud/now/index.md): What Aleksi Kallio is doing right now: the new role at Brillian, Codefox products, Databricks certification prep, AI agents for admin, and homelab projects. - [About](https://www.kallio.cloud/about/index.md): Aleksi Kallio: 19 years in IT, from developer intern to CTO. AI Solutions Architect at Brillian, founder of Codefox, based in Muurame, Central Finland. - [Contact](https://www.kallio.cloud/contact/index.md): Contact Aleksi Kallio, AI Solutions Architect based in Muurame, Finland. Email is the most widespread way. Finnish or English, both fine. Codefox: codefox.fi. ### Projects - [AI platform for an ESG SaaS](https://www.kallio.cloud/work/planmark-ai-platform/index.md) - [Kassavirta / Codefox Cashflow](https://www.kallio.cloud/work/kassavirta/index.md) - [AskForKey](https://www.kallio.cloud/work/askforkey/index.md) - [Codefox ADR](https://www.kallio.cloud/work/codefox-adr/index.md) - [Cloud software, architecture and agile coaching](https://www.kallio.cloud/work/cloud-consulting/index.md) - [Platform modernization](https://www.kallio.cloud/work/flashnode-modernization/index.md) - [Route-Tracker](https://www.kallio.cloud/work/route-tracker/index.md) ## Suomeksi - [Etusivu](https://www.kallio.cloud/fi/index.md): AI Solutions Architect, 19 vuotta IT-alalla. Suunnittelen tuotannossa kestäviä tekoäly- ja pilvijärjestelmiä. Koodin kirjoittaa pääosin tekoäly, minä hyväksyn. - [Projektit](https://www.kallio.cloud/fi/work/index.md): Aleksi Kallion projekteja: tekoälyalustoja, serverless- ja pilvitaustajärjestelmiä, alustojen modernisointia, konsultointia sekä Codefoxin SaaS-tuotteet. - [Kokemus](https://www.kallio.cloud/fi/experience/index.md): Aleksi Kallion ura: AI Solutions Architect, CTO, Senior Cloud Developer ja Founder sekä koulutus kronologisesti. Tietosuunnasta Brillianille 19 vuoden aikana. - [Homelab](https://www.kallio.cloud/fi/homelab/index.md): Aleksi Kallion homelab- ja laiteprojekteja: Proxmox ja TrueNAS, Home Assistant -automaatiot, Zigbee, ESP32-rakennelmia ja e-ink-kokeiluja Muuramen kodista. - [Nyt](https://www.kallio.cloud/fi/now/index.md): Mitä Aleksi Kallio tekee nyt: uusi rooli Brillianilla, Codefoxin tuotteet, Databricks-sertifikaatti, tekoälyagentit hallinnon töihin ja homelab-projektit. - [Minusta](https://www.kallio.cloud/fi/about/index.md): Aleksi Kallio: 19 vuotta IT-alalla kehittäjäharjoittelijasta CTO:ksi. AI Solutions Architect Brillianilla ja Codefoxin perustaja Muuramesta Keski-Suomesta. - [Yhteystiedot](https://www.kallio.cloud/fi/contact/index.md): Ota yhteyttä Aleksi Kallioon, AI Solutions Architectiin Muurameelta. Sähköposti on yleisin tapa. Suomeksi tai englanniksi, kumpi vain käy. Codefox: codefox.fi. ### Projektit - [Tekoälyalusta ESG-SaaS:lle](https://www.kallio.cloud/fi/work/planmark-ai-platform/index.md) - [Kassavirta / Codefox Cashflow](https://www.kallio.cloud/fi/work/kassavirta/index.md) - [AskForKey](https://www.kallio.cloud/fi/work/askforkey/index.md) - [Codefox ADR](https://www.kallio.cloud/fi/work/codefox-adr/index.md) - [Pilviohjelmisto, arkkitehtuuri ja Agile-valmennus](https://www.kallio.cloud/fi/work/cloud-consulting/index.md) - [Alustan modernisointi](https://www.kallio.cloud/fi/work/flashnode-modernization/index.md) - [Route-Tracker](https://www.kallio.cloud/fi/work/route-tracker/index.md) ## Optional - [Sitemap](https://www.kallio.cloud/sitemap-index.xml) - [Agent catalog (ARD)](https://www.kallio.cloud/.well-known/ai-catalog.json)
アクセシビリティ
Content available without JavaScript
Main content starts at 49% of HTML
Page size: 19KB
AI発見可能性
All major AI search bots allowed
発見はできますが、協商はできません。HTML を読むエージェントは .md 版を見つけますが、ページを直接要求するエージェントには HTML が返ります。Accept: text/markdown に応答すれば両方に対応できます。
Sitemap found
robots.txt exists
llms.txt exists and is valid
構造化データ
JSON-LD found: Person, WebSite
All OG tags present
Meta description: 157 chars
Canonical URL present
lang="en"
セマンティックHTML
Clean heading hierarchy
Has <main>
7 semantic elements, 12 divs (ratio: 37%)
1/1 images with meaningful alt text
Avg div depth: 1.0, max: 3
コンテンツ効率
92% token reduction (HTML→Markdown)
Content ratio: 7.6% (1503 content chars / 19708 HTML bytes)
HTML size: 19KB
0/200 elements with inline styles (0.0%)
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"markdown": "AI Solutions Architect. Builder. Former CTO.\n\nI design AI and cloud systems that hold up in production, EU-sovereign when it matters, and I still write the code.\\*\n\n\\* Only occasionally these days. Mostly AI writes the code and I review and approve it.\n\n[Get in touch](https://www.kallio.cloud/contact/)[What I'm doing now](https://www.kallio.cloud/now/)\n\n\n\n## What I do\n\n- ### AI & agents\n\n Multi-agent systems, RAG pipelines and AI orchestration, on GCP Vertex AI, Mistral and Azure AI Foundry.\n\n- ### Cloud architecture\n\n AWS serverless, CDK, Terraform, event-driven and hexagonal architecture. Built to be boring in production.\n\n- ### Sovereign when needed\n\n EU-resident stacks, EU inference and EU vendors, for when data location actually matters.\n\n- ### Technical leadership\n\n CTO experience: strategy, team practices, release processes, ISO 27001.\n\n## Featured work\n\n- [done### AI platform for an ESG SaaS\n\n Planmark, CTO (2024–2026)\n\n Architected and led the AI platform of an ESG SaaS as CTO: multi-agent systems, RAG-based reporting and AI orchestration on GCP Vertex AI and Gemini.\n\n - GCP\n - Vertex AI\n - Gemini\n - Firebase\n - TypeScript\n\n ](https://www.kallio.cloud/work/planmark-ai-platform/)\n- [live### Kassavirta / Codefox Cashflow\n\n Codefox\n\n Cash flow visualization for SMBs with integrations to multiple fintech apps. Full EU residency, with AI inference moving to Mistral. A Codefox product.\n\n - UpCloud\n - Supabase\n - PostgreSQL\n - React\n - Mistral\n\n ](https://www.kallio.cloud/work/kassavirta/)\n- [building### AskForKey\n\n Codefox\n\n End-to-end encrypted secret requests: send a single-use link, the other side encrypts in their browser. Runs entirely on bunny.net. A Codefox product.\n\n - Bunny Edge Scripts\n - Bunny Database\n - Bunny Storage\n - Bunny DNS\n - Deno\n\n ](https://www.kallio.cloud/work/askforkey/)\n\n[All work →](https://www.kallio.cloud/work/)\n\n## Finnish or English, both fine.\n\n[aleksi \\[at\\] kallio.cloud](mailto:[email protected])\n",
"fullPageMarkdown": "Aleksi Kallio · AI Solutions Architect [Skip to content](https://www.kallio.cloud/#main)\n\n[Aleksi Kallio](https://www.kallio.cloud/)\n\n[](https://www.kallio.cloud/fi/)\n\n****\n\n[](https://www.kallio.cloud/fi/)\n\n# Aleksi Kallio\n\nAI Solutions Architect. Builder. Former CTO.\n\nI design AI and cloud systems that hold up in production, EU-sovereign when it matters, and I still write the code.\\*\n\n\\* Only occasionally these days. Mostly AI writes the code and I review and approve it.\n\n[Get in touch](https://www.kallio.cloud/contact/)[What I'm doing now](https://www.kallio.cloud/now/)\n\n\n\n## What I do\n\n- ### AI & agents\n\n Multi-agent systems, RAG pipelines and AI orchestration, on GCP Vertex AI, Mistral and Azure AI Foundry.\n\n- ### Cloud architecture\n\n AWS serverless, CDK, Terraform, event-driven and hexagonal architecture. Built to be boring in production.\n\n- ### Sovereign when needed\n\n EU-resident stacks, EU inference and EU vendors, for when data location actually matters.\n\n- ### Technical leadership\n\n CTO experience: strategy, team practices, release processes, ISO 27001.\n\n## Featured work\n\n- [done### AI platform for an ESG SaaS\n\n Planmark, CTO (2024–2026)\n\n Architected and led the AI platform of an ESG SaaS as CTO: multi-agent systems, RAG-based reporting and AI orchestration on GCP Vertex AI and Gemini.\n\n - GCP\n - Vertex AI\n - Gemini\n - Firebase\n - TypeScript\n\n ](https://www.kallio.cloud/work/planmark-ai-platform/)\n- [live### Kassavirta / Codefox Cashflow\n\n Codefox\n\n Cash flow visualization for SMBs with integrations to multiple fintech apps. Full EU residency, with AI inference moving to Mistral. A Codefox product.\n\n - UpCloud\n - Supabase\n - PostgreSQL\n - React\n - Mistral\n\n ](https://www.kallio.cloud/work/kassavirta/)\n- [building### AskForKey\n\n Codefox\n\n End-to-end encrypted secret requests: send a single-use link, the other side encrypts in their browser. Runs entirely on bunny.net. A Codefox product.\n\n - Bunny Edge Scripts\n - Bunny Database\n - Bunny Storage\n - Bunny DNS\n - Deno\n\n ](https://www.kallio.cloud/work/askforkey/)\n\n[All work →](https://www.kallio.cloud/work/)\n\n## Finnish or English, both fine.\n\n[aleksi \\[at\\] kallio.cloud](mailto:[email protected])\n",
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"llmsTxtPreview": "# Aleksi Kallio\n\n> AI Solutions Architect with 19 years in IT, from developer to CTO. Designs AI and cloud systems that hold up in production, with AI writing most of the code.\n\n## Main\n- [Aleksi Kallio · AI Solutions Architect](https://www.kallio.cloud/): AI Solutions Architect with 19 years in IT, from developer to CTO. Designs AI and cloud systems that hold up in product…\n- [About](https://www.kallio.cloud/about/)\n- [Projects](https://www.kallio.cloud/work/)\n- [Experience](https://www.kallio.cloud/experience/)\n- [Homelab](https://www.kallio.cloud/homelab/)\n- [Now](https://www.kallio.cloud/now/)\n\n## Support\n- [Contact](https://www.kallio.cloud/contact/)\n\n",
"llmsTxtExisting": "# Aleksi Kallio\n\n> AI Solutions Architect with 19 years in IT, from developer to CTO. Designs AI and cloud systems that hold up in production, with AI writing most of the code.\n\nPersonal site of Aleksi Kallio, AI Solutions Architect based in Muurame, Finland. Every page is also available as markdown: send `Accept: text/markdown`, or request the `index.md` next to it. Finnish and English are both first-class.\n\n## English\n\n- [Home](https://www.kallio.cloud/index.md): AI Solutions Architect with 19 years in IT, from developer to CTO. Designs AI and cloud systems that hold up in production, with AI writing most of the code.\n- [Projects](https://www.kallio.cloud/work/index.md): Selected projects by Aleksi Kallio: AI platforms, serverless and cloud back ends, platform modernization, consulting and the Codefox SaaS products he builds.\n- [Experience](https://www.kallio.cloud/experience/index.md): Career timeline of Aleksi Kallio: AI Solutions Architect, CTO, senior cloud developer and founder, with education, from Tietosuunta to Brillian over 19 years.\n- [Homelab](https://www.kallio.cloud/homelab/index.md): Homelab and hardware projects by Aleksi Kallio: Proxmox and TrueNAS, Home Assistant automations, Zigbee devices, ESP32 builds and various e-ink experiments.\n- [Now](https://www.kallio.cloud/now/index.md): What Aleksi Kallio is doing right now: the new role at Brillian, Codefox products, Databricks certification prep, AI agents for admin, and homelab projects.\n- [About](https://www.kallio.cloud/about/index.md): Aleksi Kallio: 19 years in IT, from developer intern to CTO. AI Solutions Architect at Brillian, founder of Codefox, based in Muurame, Central Finland.\n- [Contact](https://www.kallio.cloud/contact/index.md): Contact Aleksi Kallio, AI Solutions Architect based in Muurame, Finland. Email is the most widespread way. Finnish or English, both fine. Codefox: codefox.fi.\n\n### Projects\n\n- [AI platform for an ESG SaaS](https://www.kallio.cloud/work/planmark-ai-platform/index.md)\n- [Kassavirta / Codefox Cashflow](https://www.kallio.cloud/work/kassavirta/index.md)\n- [AskForKey](https://www.kallio.cloud/work/askforkey/index.md)\n- [Codefox ADR](https://www.kallio.cloud/work/codefox-adr/index.md)\n- [Cloud software, architecture and agile coaching](https://www.kallio.cloud/work/cloud-consulting/index.md)\n- [Platform modernization](https://www.kallio.cloud/work/flashnode-modernization/index.md)\n- [Route-Tracker](https://www.kallio.cloud/work/route-tracker/index.md)\n\n## Suomeksi\n\n- [Etusivu](https://www.kallio.cloud/fi/index.md): AI Solutions Architect, 19 vuotta IT-alalla. Suunnittelen tuotannossa kestäviä tekoäly- ja pilvijärjestelmiä. Koodin kirjoittaa pääosin tekoäly, minä hyväksyn.\n- [Projektit](https://www.kallio.cloud/fi/work/index.md): Aleksi Kallion projekteja: tekoälyalustoja, serverless- ja pilvitaustajärjestelmiä, alustojen modernisointia, konsultointia sekä Codefoxin SaaS-tuotteet.\n- [Kokemus](https://www.kallio.cloud/fi/experience/index.md): Aleksi Kallion ura: AI Solutions Architect, CTO, Senior Cloud Developer ja Founder sekä koulutus kronologisesti. Tietosuunnasta Brillianille 19 vuoden aikana.\n- [Homelab](https://www.kallio.cloud/fi/homelab/index.md): Aleksi Kallion homelab- ja laiteprojekteja: Proxmox ja TrueNAS, Home Assistant -automaatiot, Zigbee, ESP32-rakennelmia ja e-ink-kokeiluja Muuramen kodista.\n- [Nyt](https://www.kallio.cloud/fi/now/index.md): Mitä Aleksi Kallio tekee nyt: uusi rooli Brillianilla, Codefoxin tuotteet, Databricks-sertifikaatti, tekoälyagentit hallinnon töihin ja homelab-projektit.\n- [Minusta](https://www.kallio.cloud/fi/about/index.md): Aleksi Kallio: 19 vuotta IT-alalla kehittäjäharjoittelijasta CTO:ksi. AI Solutions Architect Brillianilla ja Codefoxin perustaja Muuramesta Keski-Suomesta.\n- [Yhteystiedot](https://www.kallio.cloud/fi/contact/index.md): Ota yhteyttä Aleksi Kallioon, AI Solutions Architectiin Muurameelta. Sähköposti on yleisin tapa. Suomeksi tai englanniksi, kumpi vain käy. Codefox: codefox.fi.\n\n### Projektit\n\n- [Tekoälyalusta ESG-SaaS:lle](https://www.kallio.cloud/fi/work/planmark-ai-platform/index.md)\n- [Kassavirta / Codefox Cashflow](https://www.kallio.cloud/fi/work/kassavirta/index.md)\n- [AskForKey](https://www.kallio.cloud/fi/work/askforkey/index.md)\n- [Codefox ADR](https://www.kallio.cloud/fi/work/codefox-adr/index.md)\n- [Pilviohjelmisto, arkkitehtuuri ja Agile-valmennus](https://www.kallio.cloud/fi/work/cloud-consulting/index.md)\n- [Alustan modernisointi](https://www.kallio.cloud/fi/work/flashnode-modernization/index.md)\n- [Route-Tracker](https://www.kallio.cloud/fi/work/route-tracker/index.md)\n\n## Optional\n\n- [Sitemap](https://www.kallio.cloud/sitemap-index.xml)\n- [Agent catalog (ARD)](https://www.kallio.cloud/.well-known/ai-catalog.json)",
"emergingProtocols": {
"oauthProtectedResource": {
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"url": "https://www.kallio.cloud/.well-known/oauth-protected-resource"
},
"oauthDiscovery": {
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},
"mcpServerCard": {
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"url": "https://www.kallio.cloud/.well-known/mcp/server-card.json",
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},
"a2aAgentCard": {
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"url": "https://www.kallio.cloud/.well-known/agent-card.json"
},
"apiCatalog": {
"exists": false,
"url": "https://www.kallio.cloud/.well-known/api-catalog"
},
"agentSkills": {
"exists": false,
"url": "https://www.kallio.cloud/.well-known/agent-skills/index.json",
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"count": 0,
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},
"botAccess": {
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"bot": "OAI-SearchBot",
"controlStatus": 200,
"botStatus": 200,
"discriminates": false,
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"detail": "This origin answers OAI-SearchBot exactly as it answers any other client (200). No edge-level filtering of AI crawlers observed."
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"snippets": []
}
APIを使用してプログラムで取得できます(近日公開)
このJSONは内部使用向けです — MarkdownやllMs.txtファイルとは異なり、サイトにアップロードするものではありません。スコアの経時変化を追跡するための基準値として保存するか、開発チームと共有するか、CI/CDパイプラインに統合してください。
結果を共有
または AI に改善方法を聞く
セカンドオピニオンもどうぞ
Cloudflare も無料のスキャナーを公開していますが、問いが違います。あちらは、エージェントが呼び出すためにサイトが公開しているもの(MCP server card、Agent Skills、API カタログ、DNS レコード)を採点します。当社は、エージェントがコンテンツに到達し、読み、理解できるかを採点します。片方が高く、もう片方が低いサイトもあります。数字が食い違うのは当然です。別々の問いへの答えであり、どちらも知る価値があります。
Cloudflare で www.kallio.cloud をスキャンバッジを埋め込む
このバッジをサイトに追加してください。AI対応スコアが変わると自動的に更新されます。
<script src="https://agentready.md/badge.js" data-id="6d3c8911-cca4-44a8-94a0-6cb917d1f6c6" data-domain="www.kallio.cloud"></script>
[](https://agentready.md/ja/r/kallio.cloud)
近日公開: ドメイン全体分析
ドメイン全体をクロールし、llms.txtを生成し、AI対応スコアを経時的にモニタリング。ウェイトリストに登録して通知を受け取りましょう。
リストに登録されました!サービス開始時にお知らせします。