kant.dev is a technical partner for AI agents, MDM/PIM, and business automation, building digital systems that connect data, tools, and workflows.https://kant.dev/enhttps://kant.dev/en/blog/ai-agent-cost/https://kant.dev/en/blog/ai-agent-cost/What does an AI agent cost? Build and running costs at a glance, with model prices (November 2026), a worked example, and the traps where costs run away.Mon, 09 Nov 2026 00:00:00 GMTaiautomationsmbPhilipp Kanthttps://kant.dev/en/blog/ai-office-agents/https://kant.dev/en/blog/ai-office-agents/Claude with Cowork and Duet, ChatGPT Work, Perplexity Teammates: what the new office AI agents do, what they cost, and where they still fail.Mon, 09 Nov 2026 00:00:00 GMTaiautomationsmbPhilipp Kanthttps://kant.dev/en/blog/prevent-ai-hallucinations/https://kant.dev/en/blog/prevent-ai-hallucinations/How to prevent AI hallucinations: why agents should answer only with evidence from your data, how that is built, and what happens with contradictions.Mon, 09 Nov 2026 00:00:00 GMTaiengineeringpimPhilipp Kanthttps://kant.dev/en/blog/ai-agent-glossary/https://kant.dev/en/blog/ai-agent-glossary/Agent, harness, MCP, A2A, RAG, human in the loop: 20 terms around AI agents, two sentences each, with what they mean for a business.Sun, 08 Nov 2026 00:00:00 GMTaiengineeringautomationPhilipp Kanthttps://kant.dev/en/blog/ai-agent-project-checklist/https://kant.dev/en/blog/ai-agent-project-checklist/Ten questions to settle before your first AI agent: process, data, access, approvals, cost, and success. With the answers that carry a project.Sun, 08 Nov 2026 00:00:00 GMTaiautomationengineeringPhilipp Kanthttps://kant.dev/en/blog/ai-agent-readiness-german-websites/https://kant.dev/en/blog/ai-agent-readiness-german-websites/Can browser agents use German websites? 1,000 top sites tested: 52% with fake buttons, 66% with covered controls, almost no WebMCP.Sun, 08 Nov 2026 00:00:00 GMTaiseodachPhilipp Kanthttps://kant.dev/en/blog/ai-agent-use-cases-erp-pim-crm/https://kant.dev/en/blog/ai-agent-use-cases-erp-pim-crm/Twelve jobs AI agents take over in ERP, PIM, and CRM today: what the agent does, what it needs, and what stays with a person.Sun, 08 Nov 2026 00:00:00 GMTaiautomationpimPhilipp Kanthttps://kant.dev/en/blog/ai-agents-vs-rpa/https://kant.dev/en/blog/ai-agents-vs-rpa/AI agents, RPA, and workflow automation compared: what each does, where each breaks, and why most business processes need all three.Sun, 08 Nov 2026 00:00:00 GMTaiautomationengineeringPhilipp Kanthttps://kant.dev/en/blog/mcp-vs-api/https://kant.dev/en/blog/mcp-vs-api/MCP is the standard AI agents use to work in ERP, PIM, and CRM. What it adds to an API, which ERPs ship a server, and when the API is the better route.Sun, 08 Nov 2026 00:00:00 GMTaiengineeringautomationPhilipp Kanthttps://kant.dev/en/blog/n8n-vs-make-vs-zapier/https://kant.dev/en/blog/n8n-vs-make-vs-zapier/n8n, Make, and Zapier compared for AI agents: billing and prices (November 2026), agent features, data protection, and when code is the better choice.Sun, 08 Nov 2026 00:00:00 GMTautomationaitoolingPhilipp Kanthttps://kant.dev/en/blog/product-data-errors/https://kant.dev/en/blog/product-data-errors/Missing attributes, mixed units, copy that contradicts the attribute: nine typical product data errors, how an AI agent finds them, and what it proposes.Sun, 08 Nov 2026 00:00:00 GMTpimmdmaiPhilipp Kanthttps://kant.dev/en/blog/what-is-an-ai-agent/https://kant.dev/en/blog/what-is-an-ai-agent/An AI agent is a language model that completes tasks with tools. What it consists of, and how it differs from a chatbot and from a workflow.Sun, 08 Nov 2026 00:00:00 GMTaiengineeringautomationPhilipp Kanthttps://kant.dev/en/blog/german-small-business-websites/https://kant.dev/en/blog/german-small-business-websites/We ran 150 small business websites through seven checks: 55% cite outdated law, 76% do not stop forged email, 89% fail automated accessibility tests.Thu, 29 Oct 2026 00:00:00 GMTsmbdachseoPhilipp Kanthttps://kant.dev/en/blog/ai-agent-techniques-timeline/https://kant.dev/en/blog/ai-agent-techniques-timeline/From prompt tricks to /goal: two years of AI agent techniques on one timeline. Which aged within months, which moved into the products, and what lasts.Tue, 27 Oct 2026 00:00:00 GMTaiengineeringautomationPhilipp Kanthttps://kant.dev/en/blog/ai-automation-examples-small-business/https://kant.dev/en/blog/ai-automation-examples-small-business/Fifteen AI automations that pay off in small and mid-sized businesses: inbox, invoices, leads, product data, and reports, with the systems each one needs.Tue, 27 Oct 2026 00:00:00 GMTaiautomationsmbdachPhilipp Kanthttps://kant.dev/en/blog/best-free-accessibility-checkers/https://kant.dev/en/blog/best-free-accessibility-checkers/A vendor-neutral ranking of free website accessibility checkers: what WAVE, axe, Lighthouse, and others test, and what no automated WCAG check can.Tue, 27 Oct 2026 00:00:00 GMTtoolingdachsmbPhilipp Kanthttps://kant.dev/en/blog/best-free-dmarc-checkers/https://kant.dev/en/blog/best-free-dmarc-checkers/A vendor-neutral ranking of free DMARC, SPF, and DKIM checkers: what each one tests, where record checkers stop, and which email mistakes they catch.Tue, 27 Oct 2026 00:00:00 GMTtoolingoperationssmbPhilipp Kanthttps://kant.dev/en/blog/best-free-domain-authority-checkers/https://kant.dev/en/blog/best-free-domain-authority-checkers/A vendor-neutral ranking of free domain authority checkers: Ahrefs DR, Moz DA, Semrush Authority Score, Majestic Trust Flow, and why they never agree.Tue, 27 Oct 2026 00:00:00 GMTseotoolingPhilipp Kanthttps://kant.dev/en/blog/best-free-open-graph-checkers/https://kant.dev/en/blog/best-free-open-graph-checkers/A vendor-neutral ranking of free Open Graph checkers and link preview testers for LinkedIn, Facebook, X, and WhatsApp, and what each one misses.Tue, 27 Oct 2026 00:00:00 GMTseotoolingPhilipp Kanthttps://kant.dev/en/blog/best-free-robots-txt-testers/https://kant.dev/en/blog/best-free-robots-txt-testers/Google retired its robots.txt Tester in 2023. The free tools that replace it, which parser each uses, and how to test GPTBot and other AI bots.Tue, 27 Oct 2026 00:00:00 GMTseotoolingaiPhilipp Kanthttps://kant.dev/en/blog/best-free-schema-markup-validators/https://kant.dev/en/blog/best-free-schema-markup-validators/A vendor-neutral ranking of free schema markup validators: Rich Results Test, Schema Markup Validator, Search Console, and what valid markup still misses.Tue, 27 Oct 2026 00:00:00 GMTseotoolingaiPhilipp Kanthttps://kant.dev/en/blog/best-free-tech-stack-detectors/https://kant.dev/en/blog/best-free-tech-stack-detectors/A vendor-neutral ranking of free tools that show what a website is built with: Wappalyzer, BuiltWith, WhatRuns, Netcraft, and where detection stops.Tue, 27 Oct 2026 00:00:00 GMTtoolingengineeringPhilipp Kanthttps://kant.dev/en/blog/can-ai-crawlers-read-javascript/https://kant.dev/en/blog/can-ai-crawlers-read-javascript/Mostly not. GPTBot, ClaudeBot, and PerplexityBot read the raw HTML and skip JavaScript. What that hides from ChatGPT and Claude, and how to fix it.Tue, 27 Oct 2026 00:00:00 GMTaiseoengineeringPhilipp Kanthttps://kant.dev/en/blog/claude-code-codex-goal/https://kant.dev/en/blog/claude-code-codex-goal//goal keeps Claude Code or Codex working across turns until a completion condition holds. How the evaluator decides, and how to write a goal that holds.Tue, 27 Oct 2026 00:00:00 GMTaiengineeringautomationPhilipp Kanthttps://kant.dev/en/blog/what-is-an-agent-friendly-website/https://kant.dev/en/blog/what-is-an-agent-friendly-website/An agent-friendly website is one AI agents can operate for a user: real buttons, named controls, stable layout, WebMCP. Google's rules, checked.Tue, 27 Oct 2026 00:00:00 GMTaiengineeringseoPhilipp Kanthttps://kant.dev/en/blog/what-is-an-agent-harness/https://kant.dev/en/blog/what-is-an-agent-harness/An agent harness is the software around a language model that makes it act: context, tools, loop, permissions, checks. Why it matters more than the model.Tue, 27 Oct 2026 00:00:00 GMTaiengineeringautomationPhilipp Kanthttps://kant.dev/en/blog/what-is-an-llm-wiki/https://kant.dev/en/blog/what-is-an-llm-wiki/An LLM wiki is a knowledge base of linked Markdown pages that a language model writes from raw sources. Karpathy's pattern, and how it compares to RAG.Tue, 27 Oct 2026 00:00:00 GMTaiengineeringdataPhilipp Kanthttps://kant.dev/en/blog/ai-visibility-german-websites/https://kant.dev/en/blog/ai-visibility-german-websites/We checked the 1,000 most-linked German websites for AI visibility: 60% lack Organization schema, 27% block an AI crawler, 6% publish llms.txt.Mon, 26 Oct 2026 00:00:00 GMTaiseodachPhilipp Kanthttps://kant.dev/en/blog/best-free-ai-visibility-checkers/https://kant.dev/en/blog/best-free-ai-visibility-checkers/A vendor-neutral ranking of free AI visibility checkers: which count your mentions in ChatGPT and Gemini, and which test whether AI can read your site.Mon, 26 Oct 2026 00:00:00 GMTaiseotoolingPhilipp Kanthttps://kant.dev/en/blog/ai-email-triage/https://kant.dev/en/blog/ai-email-triage/AI email triage: an agent reads incoming mail, extracts the data, routes it to CRM, ERP, or support, and drafts the reply. How it works, where humans stay.Tue, 06 Oct 2026 00:00:00 GMTaiautomationintegrationPhilipp Kanthttps://kant.dev/en/blog/product-data-for-ai-shopping/https://kant.dev/en/blog/product-data-for-ai-shopping/AI shopping assistants recommend products they can verify. Which product attributes decide, where they have to live, and how to get a catalog ready.Tue, 06 Oct 2026 00:00:00 GMTpimmdmaiPhilipp Kanthttps://kant.dev/en/blog/what-is-rag/https://kant.dev/en/blog/what-is-rag/Retrieval-augmented generation (RAG) lets an AI answer from your own documents: find the right passages, then write a grounded answer that cites them.Tue, 06 Oct 2026 00:00:00 GMTaiintegrationengineeringPhilipp Kanthttps://kant.dev/en/blog/how-many-sites-block-ai-crawlers/https://kant.dev/en/blog/how-many-sites-block-ai-crawlers/Robots.txt scan of the 800 most-linked websites: 26.6% block at least one AI crawler, GPTBot 19.2%, OAI-SearchBot only 8%. Full per-bot numbers.Wed, 26 Aug 2026 00:00:00 GMTaiseotoolingPhilipp Kanthttps://kant.dev/en/blog/best-free-website-speed-tests/https://kant.dev/en/blog/best-free-website-speed-tests/A vendor-neutral ranking of the best free website speed tests: what each one measures, why lab and field scores disagree, and which fixes matter.Fri, 12 Jun 2026 00:00:00 GMTseotoolingPhilipp Kanthttps://kant.dev/en/blog/eu-ai-act-deadlines/https://kant.dev/en/blog/eu-ai-act-deadlines/The digital omnibus moved EU AI Act high-risk duties to December 2027 and August 2028. Article 50 transparency has applied since 2 August 2026.Wed, 10 Jun 2026 00:00:00 GMTaismbdachPhilipp Kanthttps://kant.dev/en/blog/mainwp-uptime-checks-stuck/https://kant.dev/en/blog/mainwp-uptime-checks-stuck/MainWP uptime checks can start but never finish when the multi-cURL path stalls. Here is the debugging path and the one-line fix.Tue, 09 Jun 2026 00:00:00 GMToperationstoolingengineeringPhilipp Kanthttps://kant.dev/en/blog/best-free-cookie-scanners/https://kant.dev/en/blog/best-free-cookie-scanners/A vendor-neutral ranking of the best free cookie scanners: what each one actually checks, which test the consent gate, and which only list cookies.Mon, 08 Jun 2026 00:00:00 GMTgdprprivacycookiesPhilipp Kanthttps://kant.dev/en/blog/cookie-consent-mistakes/https://kant.dev/en/blog/cookie-consent-mistakes/The cookie consent mistakes we find most often on business sites: tracking before consent, fake reject buttons, undisclosed tools, and US transfers.Mon, 08 Jun 2026 00:00:00 GMTgdprprivacycookiesPhilipp Kanthttps://kant.dev/en/blog/gdpr-cookie-banner-compliance/https://kant.dev/en/blog/gdpr-cookie-banner-compliance/What the GDPR and the TDDDG require from a cookie banner: consent before tracking, a reject that works, and every tool named in your privacy policy.Mon, 08 Jun 2026 00:00:00 GMTgdprprivacycookiesPhilipp Kanthttps://kant.dev/en/blog/structured-intake-first-automation-step/https://kant.dev/en/blog/structured-intake-first-automation-step/The highest-leverage automation step is making one recurring workflow start with structured intake: a form with explicit fields, not email or chat.Thu, 21 May 2026 00:00:00 GMTautomationsmbdachoperationsPhilipp Kanthttps://kant.dev/en/blog/ai-integration-german-smbs-2026/https://kant.dev/en/blog/ai-integration-german-smbs-2026/What 'AI integration' means for a German SMB in 2026: the four project categories, the DACH-specific layer, and the mistakes that stall deployments.Thu, 14 May 2026 00:00:00 GMTaiintegrationsmbdachPhilipp Kanthttps://kant.dev/en/blog/what-mdm-pim-actually-solves/https://kant.dev/en/blog/what-mdm-pim-actually-solves/MDM and PIM defined: what master data and product information systems actually solve, what they don't, and when an SMB needs one.Wed, 13 May 2026 00:00:00 GMTpimmdmPhilipp Kanthttps://kant.dev/en/blog/pim-migration-checklist/https://kant.dev/en/blog/pim-migration-checklist/The data layer is where PIM migrations get hard. A practical checklist from inventory and schema mapping to post-cutover validation.Tue, 12 May 2026 00:00:00 GMTpimmdmPhilipp Kanthttps://kant.dev/en/blog/crm-erp-just-need-a-button/https://kant.dev/en/blog/crm-erp-just-need-a-button/A CRM/ERP 'button' is the visible 5% of the integration. The six hidden cost categories behind it, and how to estimate these projects honestly.Mon, 11 May 2026 00:00:00 GMTintegrationengineeringPhilipp Kanthttps://kant.dev/en/blog/twelve-tools-and-no-time/https://kant.dev/en/blog/twelve-tools-and-no-time/Tool sprawl is a process problem, not a software problem. A practical triage for business automation: keep, consolidate, automate, drop.Sun, 10 May 2026 00:00:00 GMTautomationoperationstoolingPhilipp Kant