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Gdzie reszta gubi pieniądze?",{"name":27},{"slug":40,"draft_id":41,"pillar_id":43},"27-razy-zbudowalem-tego-samego-bota-oto-co-naprawde-psuje-sie-po-wyjsciu-z-demo",{"title":42},"Zapier, Make czy n8n: agenci AI i automatyzacja bez kodu w 2026",{"name":7},{"slug":45,"draft_id":46,"pillar_id":48},"news-analizy-nawigacja-w-dynamicznym-swiecie-ai",{"title":47},"Newsy i analizy AI w 2026: jak odróżnić zmianę realną od szumu",null,{"slug":50,"draft_id":51,"pillar_id":48},"praktyczne-zastosowania-ai-od-pilotazu-do-produkcji",{"title":52},"Praktyczne zastosowania AI: jak przejść od pilotażu do produkcji",{"slug":54,"draft_id":55,"pillar_id":57},"90-inwestuje-12-mierzy-to-jest-roznica-miedzy-zyskiem-a-wydatkiem",{"title":56},"90% inwestuje, 12% mierzy. To jest różnica między zyskiem a wydatkiem.",{"name":27},{"slug":59,"draft_id":60,"pillar_id":62},"web-search-rag-pipeline-zanim-napiszesz-kolejny-scraper-przeczytaj-o-czterech-pulapkach",{"title":61},"Twój scraper spala tokeny na menu nawigacyjnym. Oto co zrobić zamiast tego",{"name":12},{"slug":64,"draft_id":65,"pillar_id":67},"hermes-agent-vs-gpt-4-kto-naprawde-wygrywa-w-open-source",{"title":66},"Hermes Agent vs. GPT-4: Kto naprawdę wygrywa w open-source?",{"name":17},{"slug":69,"draft_id":70,"pillar_id":48},"tutoriale-how-to-praktyczne-integracje-ai-krok-po-kroku",{"title":71},"Tutoriale how-to: Praktyczne integracje AI krok po kroku",{"slug":73,"draft_id":74,"pillar_id":76},"twoj-pilot-ai-zachwycil-zarzad-dlaczego-nigdy-nie-trafi-na-hale-produkcyjna",{"title":75},"95% pilotaży AI nie trafia do produkcji — i nie chodzi o kod",{"name":12},{"slug":78,"draft_id":79,"pillar_id":81},"twoj-agent-ma-72-skutecznosci-zmiana-modelu-tego-nie-naprawi",{"title":80},"LLM jako selektor akcji: dlaczego 72% to pułap, którego nie przeskoczysz bez zmiany architektury",{"name":12},{"slug":83,"draft_id":84,"pillar_id":86},"openai-i-microsoft-kto-zyskuje-kto-traci-na-zerwaniu-wylacznosci",{"title":85},"OpenAI i Microsoft: kto zyskuje, kto traci na 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est un agent autonome qui s'intègre à votre espace de travail. Automatisez la gestion de vos e-mails, la rédaction de rapports et l'analyse de données depuis Slack.","vm0.ai : Avis, Prix, Info & 39 IA Alternatives | 2026 | AIxploria","AI Agents","free_trial",[312],"Freemium Lindy.ai",[314],"« Orchestrez plusieurs modèles d’IA derrière une seule API compatible OpenAI. Fugu choisit et combine en temps réel les bons agents (codage, science, contexte long, sécurité…). Dispose aussi d'une variante ultra optimisée pour la recherche multi‑étapes et des scores»",[316],"IA Alternatives à \nvm0.ai",[],[319,320,321,322,323,324,325,326,327,328,329,330],"Szeroka integracja z narzędziami pracy","Wiele scenariuszy automatyzacji dla zespołów","Kontrola uprawnień na poziomie narzędzia i agenta","Izolowane wykonanie i audytowalność","Wsparcie dla pracy w Slacku i w web UI","Supports agentic automation with context-aware decision-making","Runs in the cloud and continues after user closes the app","No need to build workflows from scratch — describe the goal and VM0 writes the workflow","Reusable, shareable, and team-oriented workflows","No dependency on a single model vendor — models can be switched without rebuilding","Built-in support for web search, scraping, maps, weather, and market data","Custom connectors for internal or non-supported tools",[332,333,334],"Brak potwierdzonych oficjalnych informacji o cenach i planach na stronie głównej w zebranych materiałach.","Brak potwierdzonej oficjalnej dokumentacji API w zebranych źródłach.","Część funkcji wymaga integracji z wieloma narzędziami i konfiguracji uprawnień, co może być złożone dla wdrożenia.",[336,339,341,343,345,348,351,354,357,359,362,364,366,368,370,372,375],{"url":337,"text":338},"https:\u002F\u002Ftwitter.com\u002Fintent\u002Ftweet?url=https%3A%2F%2Fwww.aixploria.com%2Fvm0-ai%2F&text=vm0.ai%3A+D%C3%A9l%C3%A9guez+vos+t%C3%A2ches+de+coordination+%C3%A0+un+agent+IA+autonome.+%22Zero%22+se+connecte+%C3%A0+Slack%2C+Gmail%2C+Notion+ou+Linear+pour+collecter+le+contexte+et+suivre+l%27avancement+de+vos+projets.+Il+r%C3%A9dige+ensuite+vos+comptes-rendus+et+assigne+des+actions+de+fa%C3%A7on+enti%C3%A8rement+tra%C3%A7able","",{"url":340,"text":338},"https:\u002F\u002Fwww.facebook.com\u002Fsharer\u002Fsharer.php?u=https%3A%2F%2Fwww.aixploria.com%2Fvm0-ai%2F",{"url":342,"text":338},"https:\u002F\u002Fwww.linkedin.com\u002FshareArticle?url=https%3A%2F%2Fwww.aixploria.com%2Fvm0-ai%2F&title=vm0.ai",{"url":344,"text":338},"https:\u002F\u002Ft.me\u002Fshare\u002Furl?url=https%3A%2F%2Fwww.aixploria.com%2Fvm0-ai%2F&text=D%C3%A9l%C3%A9guez+vos+t%C3%A2ches+de+coordination+%C3%A0+un+agent+IA+autonome.+%22Zero%22+se+connecte+%C3%A0+Slack%2C+Gmail%2C+Notion+ou+Linear+pour+collecter+le+contexte+et+suivre+l%27avancement+de+vos+projets.+Il+r%C3%A9dige+ensuite+vos+comptes-rendus+et+assigne+des+actions+de+fa%C3%A7on+enti%C3%A8rement+tra%C3%A7able",{"url":346,"text":347},"https:\u002F\u002Fwww.vm0.ai\u002F","Visiter ce site",{"url":349,"text":350},"https:\u002F\u002Fchatgpt.com\u002F?q=Donne-moi%20une%20pr%C3%A9sentation%20claire%20et%20concise%20de%20vm0.ai.%20Explique%20%C3%A0%20quoi%20sert%20cet%20outil%20IA%2C%20%C3%A0%20qui%20il%20s%E2%80%99adresse%2C%20ses%20principales%20fonctionnalit%C3%A9s%2C%20son%20mod%C3%A8le%20tarifaire%2C%20ses%20points%20forts%2C%20ses%20limites%20et%20ses%20alternatives%20possibles.","ChatGPT",{"url":352,"text":353},"https:\u002F\u002Fwww.perplexity.ai\u002F?q=Recherche%20des%20informations%20%C3%A0%20jour%20sur%20vm0.ai.%20R%C3%A9sume%20%C3%A0%20quoi%20sert%20cet%20outil%2C%20ses%20prix%20actuels%20si%20disponibles%2C%20ses%20principales%20fonctionnalit%C3%A9s%2C%20ses%20points%20forts%2C%20ses%20limites%20et%20ses%20alternatives%20notables.","Perplexity",{"url":355,"text":356},"https:\u002F\u002Fgithub.com\u002Fvm0-ai\u002Fvm0","GitHub",{"url":346,"text":358},"Visiter vm0.ai",{"url":360,"text":361},"https:\u002F\u002Fget.emergent.sh\u002Fe8utricukk6y","Emergent AI",{"url":360,"text":363},"« Transformez vos idées en applications complètes grâce à des agents IA qui codent, testent et déploient pour vous. Créez sites web (full-stack), apps IA, jeux et outils automatisé",{"url":360,"text":365},"Visiter",{"url":367,"text":338},"https:\u002F\u002Ftwitter.com\u002FAixploria",{"url":369,"text":338},"https:\u002F\u002Fwww.youtube.com\u002F@aixploria-off?sub_confirmation=1",{"url":371,"text":338},"https:\u002F\u002Fwww.tiktok.com\u002F@aixploria",{"url":373,"text":374},"https:\u002F\u002Fcookiedatabase.org\u002Ftcf\u002Fpurposes\u002F","En savoir plus sur ces finalités",{"url":373,"text":374},[],[378,379,380,381,382,383,384,385,386,387],{"url":344,"text":338},{"url":346,"text":347},{"url":349,"text":350},{"url":352,"text":353},{"url":355,"text":356},{"url":346,"text":358},{"url":360,"text":361},{"url":360,"text":363},{"url":360,"text":365},{"url":373,"text":374},"vm0.ai : Avis, Prix, Info & 39 IA Alternatives | 2026 | AIxploria \nTop 10 Catégories IA Tutoriels IA + Plus Nouveaux Outils IA Outils IA Gratuits Actualités IA 2026 Bonus & Extras Soumettre une IA \nEnglish Français Español Deutsch Italiano Português + More × 中文 日本語 العربية हिन्दी Русский 한국어 Türkçe Tiếng Việt فارسی বাংলা Indonesia ไทย Nederlands Polski اردو Kiswahili Українська Ελληνικά עברית Svenska Norsk Dansk Suomi Čeština Magyar Melayu Tagalog 中文 (香港) தமிழ் \nS'inscrire \nTop 10 Catégories IA Tutoriels IA + Plus Nouveaux Outils IA Outils IA Gratuits Actualités IA 2026 Bonus & Extras Soumettre une IA \nS'inscrire \nAccueil Agents IA vm0.ai \nvm0.ai\n#39 dans Agents IA \n4.5\u002F5 \nVisiter ce site \n« Déléguez vos tâches de coordination à un agent IA autonome. \"Zero\" se connecte à Slack, Gmail, Notion ou Linear pour collecter le contexte et suivre l'avancement de vos projets. Il rédige ensuite vos comptes-rendus et assigne des actions de façon entièrement traçable»\nEn savoir plus : \nChatGPT \nPerplexity \nEssai-Gratuit \n4712 \nLiens utiles \nSite Officiel \nGitHub \n#Agents IA \n#IA Récentes \n#Productivité \n40 VM0.ai : l’ agent IA qui se connecte à plus de 100 outils pour tout automatiser \nVisiter vm0.ai Plus de sites comme   vm0.ai   dans la catégorie :   #Agents IA Texte écrit par un humain \n★ Mis en avant \nCopy Link \nEmergent AI \n4.6\u002F5 \n« Transformez vos idées en applications complètes grâce à des agents IA qui codent, testent et déploient pour vous. Créez sites web (full-stack), apps IA, jeux et outils automatisés simplement en décrivant votre projet »\n87 \nVisiter \nIA Alternatives à \nvm0.ai \nFreemium Lindy.ai \n4.5\u002F5 \n« Un créateur d'agents IA qui automatise vos tâches quotidiennes. Gérez emails, réunions et support client grâce à des assistants intelligents qui s'intègrent à tous vos outils professionnels »\n32 Visiter Payant Sakana Fugu \n4.5\u002F5 \n« Orchestrez plusieurs modèles d’IA derrière une seule API compatible OpenAI. Fugu choisit et combine en temps réel les bons agents (codage, science, contexte long, sécurité…). Dispose aussi d'une variante ultra optimisée pour la recherche multi‑étapes et des scores»\n67 Visiter Gratuit OpenClaw \n4.5\u002F5 \n« Un assistant IA personnel open-source auto-hébergé fonctionnant localement (Mac\u002FWindows\u002FLinux) avec mémoire persistante et accès système complet. Contrôlez-le via WhatsApp, Telegram, Discord, Slack, iMessage ou Signal pour automatiser vos workflows»\n78 Visiter + Voir plus d'IA \n+ Voir plus d'IA \nCopier le code \nL'intelligence artificielle pour tous\nRessources Tutoriels, astuces et blog Agenda des conférences sur l'IA Glossaire des IA Emplois dans l'IA Newsletter Services pratiques Chaînes YouTube sur l'IA Top 100 IA Liste GPTs Outils IA Hubspot Meilleurs Agents IA Entreprise Ajouter un outil IA Annoncer Mettre à jour votre site Sponsorship ★ Media Kit Qui sommes-nous ? Contactez-nous \n© 2026 AIxploria. Tous droits réservés \nPolitique des Cookies \nConditions d'utilisations Mentions Légales Gérer le consentement aux cookies \nAfin de fournir une expérience optimale, Aixploria utilise des technologies telles que les cookies pour stocker et\u002Fou accéder aux informations relatives à l'appareil. En acceptant ces technologies, vous nous permettez de traiter des données telles que le comportement de navigation ou des identifiants uniques sur ce site. \nFonctionnel \nFonctionnel \nToujours activé \nLe stockage ou l’accès technique est strictement nécessaire dans la finalité d’intérêt légitime de permettre l’utilisation d’un service spécifique explicitement demandé par l’abonné ou l’internaute, ou dans le seul but d’effectuer la transmission d’une communication sur un réseau de communications électroniques. \nPréférences \nPréférences \nLe stockage ou l’accès technique est nécessaire dans la finalité d’intérêt légitime de stocker des préférences qui ne sont pas demandées par l’abonné ou la personne utilisant le service. \nStatistiques \nStatistiques \nLe stockage ou l’accès technique qui est utilisé exclusivement à des fins statistiques. \nLe stockage ou l’accès technique qui est utilisé exclusivement dans des finalités statistiques anonymes. En l’absence d’une assignation à comparaître, d’une conformité volontaire de la part de votre fournisseur d’accès à internet ou d’enregistrements supplémentaires provenant d’une tierce partie, les informations stockées ou extraites à cette seule fin ne peuvent généralement pas être utilisées pour vous identifier. \nMarketing \nMarketing \nLe stockage ou l’accès technique est nécessaire pour créer des profils d’internautes afin d’envoyer des publicités, ou pour suivre l’internaute sur un site web ou sur plusieurs sites web ayant des finalités marketing similaires. \nGérer les options \nGérer les services \nGérer {vendor_count} fournisseurs \nEn savoir plus sur ces finalités \nTout accepter \nTout refuser \nPersonnaliser \nSauvegarder les préférences \nPersonnaliser \n{title} \n{title} \n{title} Gérer le consentement aux cookies \nPour offrir les meilleures expériences, nous utilisons des technologies telles que les cookies pour stocker et\u002Fou accéder aux informations des appareils. Le fait de consentir à ces technologies nous permettra de traiter des données telles que le comportement de navigation ou les ID uniques sur ce site. Le fait de ne pas consentir ou de retirer son consentement peut avoir un effet négatif sur certaines caractéristiques et fonctions. \nFonctionnel \nFonctionnel \nToujours activé \nLe stockage ou l’accès technique est strictement nécessaire dans la finalité d’intérêt légitime de permettre l’utilisation d’un service spécifique explicitement demandé par l’abonné ou l’internaute, ou dans le seul but d’effectuer la transmission d’une communication sur un réseau de communications électroniques. \nPréférences \nPréférences \nLe stockage ou l’accès technique est nécessaire dans la finalité d’intérêt légitime de stocker des préférences qui ne sont pas demandées par l’abonné ou la personne utilisant le service. \nStatistiques \nStatistiques \nLe stockage ou l’accès technique qui est utilisé exclusivement à des fins statistiques. \nLe stockage ou l’accès technique qui est utilisé exclusivement dans des finalités statistiques anonymes. En l’absence d’une assignation à comparaître, d’une conformité volontaire de la part de votre fournisseur d’accès à internet ou d’enregistrements supplémentaires provenant d’une tierce partie, les informations stockées ou extraites à cette seule fin ne peuvent généralement pas être utilisées pour vous identifier. \nMarketing \nMarketing \nLe stockage ou l’accès technique est nécessaire pour créer des profils d’internautes afin d’envoyer des publicités, ou pour suivre l’internaute sur un site web ou sur plusieurs sites web ayant des finalités marketing similaires. \nGérer les options \nGérer les services \nGérer {vendor_count} fournisseurs \nEn savoir plus sur ces finalités \nAccepter \nTout refuser \nPersonnaliser \nSauvegarder les préférences \nPersonnaliser \n{title} \n{title} \n{title} Gérer le consentement Gérer le consentement","2026-08-09T00:21:02.541Z",200,"text\u002Fhtml; charset=UTF-8","d171a0b301c0f86268daabef50b202d3c4d3ccc1f507a0b4b2e3a99b334e27ff","data\u002Fcatalog\u002Fcache\u002Faixploria\u002F5c8dd23a72bb1581740f9672ea817089d3e8c4643aaa7865787d1df98982f386.html",true,"human_verified",{"url":346,"final_url":346,"status":390,"fetched_at":397,"content_hash":398,"title":399,"description":400,"headings":401,"pricing_evidence":424,"privacy_evidence":430,"capability_evidence":432,"text_excerpt":436,"linked_pages":437,"research_links":771,"blog_titles":775,"use_case_evidence":782,"feature_evidence":783},"2026-08-09T01:18:55.466Z","239233dafb749e961cb47f0179f7ed405b622922de9a78c249cb673e9219e9ea","AI Agents for Real Work — Your Trustworthy AI Teammate | VM0","VM0, your trustworthy AI teammate for real work. An AI agent that connects to 100+ tools to run reports, triage, outreach, and research in Slack or the web.",[402,403,404,405,406,407,408,409,410,411,412,413,414,415,416,417,418,419,420,421,422,423],"VM0, your trustworthy AI teammate for real work.","What an AI employee can own for your team","The overflow only a founder carries.","An SDR that researches, writes, and sends.","A dev teammate that covers your engineering backlog.","The ops hire you can bring on day one.","Works with 100+ tools you already use","Your data stays yours","You control what VM0 can access","Isolated execution, every time","Gets smarter the more you use it","Remembers your context","Agentic automation on a schedule","Specialized sub-agents","Tool orchestration","Knows who you are","Different from every alternative you’ve tried.","An AI employee for the team, not a solo tool.","Hosted and safe, not DIY.","A teammate, not a trigger.","For teams, not terminals.","You decide what matters. VM0 handles the rest.",[425,426,427,428,429],"AI Agents for Real Work — Your Trustworthy AI Teammate | VM0 Features Solutions Templates Resources Pricing Schedule a demo Sign up Features Workflows & automation Generative services Web services Team collaboration Slack Select any model Solutions Freelancers Small business Agencies Templates Workflows Reports Presentations Video Illustrations Website Designs Resources Docs Blog Model Rankings Security Support Pricing Schedule a demo Sign up English Deutsch 日本語 Español Français Italiano Português (Brasil) 한국어 हिन्दी Bahasa Indonesia Check out our $14M seed round fundraising blog. VM0, your trustworthy AI teammate for real work.","Get started for free Add to Slack What an AI employee can own for your team","Employee onboarding Day-one checklist: accounts, docs, Slack channels, calendar invites. VM0 runs it hands-free.","Get started for free.","Get started for free Add to Slack VM0, your trustworthy AI teammate.",[425,431],"Status • Support • Terms of Use • Privacy Policy • Consent Preferences English Deutsch 日本語 Español Français Italiano Português (Brasil) 한국어 हिन्दी Bahasa Indonesia",[433,434,435],"vs. Zapier A teammate, not a trigger.","Zapier runs rigid if-this-then-that rules. VM0 reads context, picks the tools, and makes the judgment calls Zapier can’t.","VM0 runs on large language models, so verify important outputs. The AI agent inside the Slack app requires a paid Slack plan. @mentions and direct messages work on all Slack plans.","AI Agents for Real Work — Your Trustworthy AI Teammate | VM0 Features Solutions Templates Resources Pricing Schedule a demo Sign up Features Workflows & automation Generative services Web services Team collaboration Slack Select any model Solutions Freelancers Small business Agencies Templates Workflows Reports Presentations Video Illustrations Website Designs Resources Docs Blog Model Rankings Security Support Pricing Schedule a demo Sign up English Deutsch 日本語 Español Français Italiano Português (Brasil) 한국어 हिन्दी Bahasa Indonesia Check out our $14M seed round fundraising blog. VM0, your trustworthy AI teammate for real work.\nVM0 is an AI agent that connects to 100+ tools and does the work. Reports, triage, outreach, research. In Slack or on the web.\nGet started for free Add to Slack What an AI employee can own for your team\nAI agents for business teams: VM0 takes a standing job, works across your tools, and reports back when it is done. Pick a role to see the work it hands off.\nFounders & CEOs The overflow only a founder carries.\nDaily business brief Calendar, Linear, Slack, and X pulled into one morning digest. Delivered before standup, no dashboard login.\nInvestor & board updates Monthly email drafted from live metrics and this month’s shipping. You edit tone, not numbers.\nInbox triage VM0 ranks your mail, drafts replies in your voice, and surfaces what only you can answer.\nDecision log Every “we decided X” buried in Slack becomes a searchable Notion record.\nSales & Marketing An SDR that researches, writes, and sends.\nKOL & prospect research VM0 crawls X and the open web into a Notion tracker of the right people, with bios, follower counts, and engagement signals.\nPersonalized outreach Cold emails written from each prospect’s own content. Reads like a thoughtful human, not a batch send.\nLead follow-ups Reviews Gmail leads, scores conversion likelihood, and drafts tailored follow-ups. Reps only touch hot conversations.\nMarketing pulse Campaign results, content engagement, and site analytics rolled up to Slack every Monday.\nEngineering A dev teammate that covers your engineering backlog.\nSentry error triage Failures ranked by impact, stack traces expanded, a root-cause read, not a log dump.\nTech debt scanner Weekly repo scan surfaces risky files as Linear tickets with reproduction steps filled in.\nBug filing from Slack Bug reports in Slack threads turn into scoped Linear tickets with reproduction steps and owners.\nRelease notes & standups Linear activity and merged PRs become changelog-ready notes and standup digests.\nOperations & Support The ops hire you can bring on day one.\nWeekly status report A week of calendar, email, and Linear stitched into a share-ready summary, right inside Slack.\nEmployee onboarding Day-one checklist: accounts, docs, Slack channels, calendar invites. VM0 runs it hands-free.\nMeeting digests Standups and all-hands become tracked action items with owners, followed up until closed.\nCross-team reminders Pending approvals, missing data inputs, and report deadlines chased quietly on schedule.\nExplore more workflows Works with 100+ tools you already use\nSlack, GitHub, Gmail, Notion, Linear, Sentry, and more. VM0 connects to your stack so it can act, not just answer.\nAxiom Ahrefs Airtable Gmail Google Sheets Notion DocuSign Linear Axiom Ahrefs Airtable Gmail Google Sheets Notion DocuSign Linear Google Calendar Intercom Deel HubSpot Dropbox Sentry Figma Vercel Google Calendar Intercom Deel HubSpot Dropbox Sentry Figma Vercel Your data stays yours\nYou control what VM0 can access\nSet read and write permissions per tool, per agent. VM0 only touches what you explicitly allow.\nIsolated execution, every time\nEvery task runs in its own microVM. Credentials never leave the sandbox. Fully auditable. And open source .\nGets smarter the more you use it\nRemembers your context\nVM0 carries past decisions, project context, and your preferences across sessions. No re-explaining, no lost context.\nAudit vm0.ai pages against our product direction and past decisions . Flag what to keep, update, or remove, with SEO improvements and next steps. Create a Linear project with structured issues for the right owners .\nResearch complete. Full report ready. All vm0.ai pages are mapped and synced to Notion here . \nAgentic automation on a schedule\nVM0 runs autonomous recurring tasks, daily error scans, tech debt reports, morning briefs, without being prompted.\nVM0's schedule Set time and prompt for VM0 to run automatically SEO diagnosis Draft the weekly team report from the last 7 days and save to the shared drive. Specialized sub-agents\nCreate AI agents for specific jobs. One for research, one for triage, one for outreach. They work in parallel so you don't.\nTool orchestration\nVM0 selects and chains the right tools from 100+ available integrations. You describe the goal; VM0 figures out the steps.\nKnows who you are\n\"My PRs,\" \"assign to me.\" VM0 resolves your identity across GitHub, Slack, and Linear automatically. No setup required.\nDifferent from every alternative you’ve tried.\nvs. Manus An AI employee for the team, not a solo tool.\nManus runs solo in its own cloud. VM0 is a teammate your whole team @mentions in Slack and hands real roles to.\nvs. OpenClaw Hosted and safe, not DIY.\nOpenClaw is a framework you deploy and run yourself. VM0 is hosted, with safer permissions, ready for non-developers.\nvs. Zapier A teammate, not a trigger.\nZapier runs rigid if-this-then-that rules. VM0 reads context, picks the tools, and makes the judgment calls Zapier can’t.\nvs. Claude Code For teams, not terminals.\nClaude Code lives in the terminal for a single engineer. VM0 lives in Slack for the whole team, across every role.\nYou decide what matters. VM0 handles the rest.\nGet started for free.\nGet started for free Add to Slack VM0, your trustworthy AI teammate.\nVM0 runs on large language models, so verify important outputs. The AI agent inside the Slack app requires a paid Slack plan. @mentions and direct messages work on all Slack plans.\n© 2026 VM0.ai All rights reserved.\nStatus • Support • Terms of Use • Privacy Policy • Consent Preferences English Deutsch 日本語 Español Français Italiano Português (Brasil) 한국어 हिन्दी Bahasa Indonesia",[438,487,538,546,582,629,666,679,699,717,747,757],{"url":439,"kind":440,"anchor":441,"title":442,"description":443,"headings":444,"feature_evidence":465,"use_case_evidence":469,"fetched_at":485,"status":390,"content_hash":486},"https:\u002F\u002Fwww.vm0.ai\u002Fen\u002Fai-workflow-automation","use_case","Workflows & automation","AI Workflow Automation Software for Teams | VM0","Zero is AI workflow automation software you describe in plain language. No canvas, no node graph — write the process down once, give it a trigger, and it runs.",[445,446,447,448,449,450,451,452,453,454,455,456,457,458,459,460,461,462,463,464],"AI workflow automation, written in plain language","Propose, agree, automate","It starts as a proposal, not a blank page","A workflow is that agreement, written down","An automation is that workflow, with a trigger","Business process automation teams hand over first","The report that is finished before anyone asks for it.","Speaks up only when something actually moved.","The recurring piece, drafted end to end.","It runs on the tools the process already lives in","The credential never reaches the agent","Granted per connector and per permission","Some things need no connector at all","Workflow automation FAQ","What is the difference between a workflow and an automation?","Do I have to build the workflow myself?","What can trigger an automation?","Whose access does an automation use when it runs?","What happens when a run fails?","How is this different from other workflow automation tools?",[466,467,468,435],"AI Workflow Automation Software for Teams | VM0 Features Solutions Templates Resources Pricing Schedule a demo Sign up Features Workflows & automation Generative services Web services Team collaboration Slack Select any model Solutions Freelancers Small business Agencies Templates Workflows Reports Presentations Video Illustrations Website Designs Resources Docs Blog Model Rankings Security Support Pricing Schedule a demo Sign up English Deutsch 日本語 Español Français Italiano Português (Brasil) 한국어 हिन्दी Bahasa Indonesia AI workflow automation, written in plain language","Scraping, search, maps, weather, and market data are built in, no account of your own.","No. Ask Zero to do the job once and correct what it proposes — no canvas, no node editor, no expression language. The version you save is the one you agreed on.",[466,470,471,472,473,474,475,476,477,478,479,480,481,482,483,458,459,484,460,464],"Most workflow automation tools make you draw the process on a canvas. Zero asks you to describe it, then writes the workflow and the trigger that runs it.","Build a workflow Browse workflow examples Propose, agree, automate","1 . Pull last week's numbers for each active client 2 . Compare them with the four weeks before 3 . Write the commentary, and flag anything off-plan 4 . Publish, and post the link in the client's channel Happy with it? I will save it as a workflow for the team.","Ask me to automate workflows, manage tasks... Auto A workflow is that agreement, written down","Workflows \u002F Weekly client report Weekly client report \u002F weekly-client-report Refine with Zero Automations Instructions Settings instructions Weekly client report Every Monday morning, one report per active client.","Steps 1 . Pull last week's numbers from the connected accounts. 2 . Compare them with the previous four weeks. 3 . Write the commentary that explains what moved and why. 4 . Publish, and post the link in the client's Slack channel. Output — One report per client, and a link in their channel. An automation is that workflow, with a trigger","Bind it to a schedule, an email, a calendar event, or a finished run. One workflow can sit behind several triggers.","Workflows \u002F Weekly client report Weekly client report \u002F weekly-client-report Refine with Zero Automations Instructions Settings Add automation Every week on Mon at 9:00 AM Schedule automation Next Aug 10, 9:00 AM Gmail new message Subject contains weekly numbers Business process automation teams hand over first","Recurring processes that never justified an engineer or a seat of workflow management software, and that business process automation tools are too rigid to take.","Workflows A reusable SOP for a task. Run, edit, or automate it. Create in chat All Automated Manual Private Public Weekly client report Schedule Competitor watch Schedule Monday metrics summary Schedule Meeting prep brief Calendar Watching & triage Speaks up only when something actually moved.","Add automation Choose an automation to start this workflow. Schedule Email Calendar Notion Integrations Gmail new message Run this workflow from matching email. Gmail label applied Run this workflow when a named Gmail label is applied. Production & records The recurring piece, drafted end to end.","Around 290 connectors, so one workflow reads from one system and writes to another with no integration to build.","Connect by OAuth or by a key you paste in. Either way the credential is held outside the environment the agent runs in and attached at the network boundary — the workflow never carries it.","Approve the exact scopes a workflow needs, for the people who need them, with an expiry.","A workflow is the instructions on their own: reusable, shareable, no schedule. An automation is that workflow bound to a trigger and an agent, so it runs on its own.","2026-08-09T01:18:52.402Z","79d3acd245b96388877881a43ac582d3c3030bbd0d0a8143278a51f6945ba4e6",{"url":488,"kind":440,"anchor":489,"title":490,"description":491,"headings":492,"feature_evidence":513,"use_case_evidence":515,"fetched_at":536,"status":390,"content_hash":537},"https:\u002F\u002Fwww.vm0.ai\u002Fen\u002Fworkflow-automation-examples","Workflows","Workflow Automation Examples: 20 AI Agent Workflows | VM0","20 workflow automation examples run by an AI agent across engineering, marketing, sales, and support. Compare triggers, tools, outputs, and review steps.",[493,494,495,496,497,498,499,500,501,502,503,504,505,506,507,508,509,510,511,512],"Workflow automation examples","Sentry Errors to GitHub Issues","Daily Engineering Brief","ICP Research to Outreach Drafts","Screen Recording to Explainer Video","KOL Research to Partnership Draft","Slack Bug Report to GitHub Fix","Employee Onboarding Plan","Brand Brief to Landing Page","Weekly Paid Ads Optimization","Daily Inbox Triage","Merged PRs to Launch Copy","Keyword Gaps to Multilingual Drafts","Sales Call to Follow-Up Draft","Xero Actuals to Budget Variance Commentary","Calendar Activity to Billable Hours Recap","Customer Calls to Living Messaging Doc","Website Analytics to Weekly Growth Report","Calendar Changes to Availability Blocks","X Bookmarks to Notes and Tasks",[514,435],"Slack · Ahrefs · Strapi",[516,517,518,519,520,521,522,523,524,525,526,527,528,529,530,531,532,533,534,535],"Workflow Automation Examples: 20 AI Agent Workflows | VM0 Features Solutions Templates Resources Pricing Schedule a demo Sign up Features Workflows & automation Generative services Web services Team collaboration Slack Select any model Solutions Freelancers Small business Agencies Templates Workflows Reports Presentations Video Illustrations Website Designs Resources Docs Blog Model Rankings Security Support Pricing Schedule a demo Sign up English Deutsch 日本語 Español Français Italiano Português (Brasil) 한국어 हिन्दी Bahasa Indonesia Workflow automation examples","See workflow automation in action across engineering, product, marketing, sales, support, and compliance.","try it → Customer Calls to Living Messaging Doc","try it → Need a different AI agent workflow?","Submit a workflow → Workflow automation examples, run by an AI agent","Agentic workflows start with repeatable work and end in a reviewable result","The workflow automation examples below all have the same shape: a clear trigger, context pulled from the tools that already hold it, and a finished deliverable someone can review. Zero runs each one as an AI agent rather than a fixed script, so it can read unstructured input — a Sentry stack trace, a sales call transcript, a week of ad spend — and decide what belongs in the output.","Compare each workflow by its source tools, output, schedule, and approval point. Rule-based business process automation stops when the input does not match the rule. AI workflow automation interprets the input, then stays inside the access rules you set: every connector is granted per app and per action, read or write, and access can be time-boxed to an hour, a day, or left standing.","These agentic workflows run in the cloud, not on your laptop. Zero keeps working after you close it, runs several jobs at once, and reports back in the tools your team already uses. That is the difference between automated workflows that need someone watching and an AI employee that owns a recurring responsibility.","Each workflow is also a team asset. One person builds it, the whole org can run it, and every member attaches their own triggers, schedules, and credentials on top. Nothing is locked to a single model vendor either — switch between frontier models as they ship, without rebuilding the workflow.","How an AI agent workflow moves from trigger to reviewed output","A useful workflow makes the trigger, source data, output, and approval point explicit — the same four decisions behind every AI automation example on this page.","Inspect the first result, adjust the instructions, and only then put it on a schedule or event trigger. From that point the workflow is a shared asset your teammates can run without rebuilding it.","Common questions about AI workflow automation","What is workflow automation? Workflow automation connects a trigger, the systems that hold the context, and a defined output so recurring work runs consistently. Rule-based tools follow fixed if-then conditions. Zero runs the same shape as an AI agent, so a run can read unstructured input and still pause for human review before a sensitive action.","What is an agentic workflow? An agentic workflow gives an AI agent a goal, the tools to reach it, and a definition of a finished result, instead of a branch for every possible case. The agent decides which sources to read and what belongs in the output, then stops at the approval points you set. Every workflow on this page is agentic in that sense.","Which workflows should I automate first? The AI agents examples that pay off first are the ones that repeat, cross several tools, and end in something a person can verify: inbox triage, sales follow-up, employee onboarding, incident review, weekly reporting, and publishing. The AI automation examples above are all workflows teams run today, not hypotheticals.","How is AI workflow automation different from rule-based automation? Rule-based business process automation follows fixed conditions and stalls when the input does not fit. AI workflow automation reads unstructured context, compares information across tools, and prepares a report, draft, issue, page, or decision brief within the permissions you set.","Can an AI employee run these workflows without me watching? Zero runs in the cloud on a schedule or an event trigger and keeps going after you close your laptop, which is what makes it closer to an AI employee than a chat assistant. Supervision is a setting, not a constant: you decide which steps finish on their own and which wait for you.","How do I keep human review in an automated workflow? Connect only the tools the workflow needs, define read, draft, or write access for each one, and keep sensitive actions behind approval. Review the first result before scheduling future runs. Automated workflows shared with your team carry the same permission rules for everyone who runs them.","2026-08-09T01:18:52.637Z","1852abc9e130e8db3ce0a48d9976f59a134843c2fdf64e3e6738a3625b09218c",{"url":539,"kind":440,"anchor":540,"title":490,"description":491,"headings":541,"feature_evidence":542,"use_case_evidence":543,"fetched_at":544,"status":390,"content_hash":545},"https:\u002F\u002Fwww.vm0.ai\u002Fworkflow-automation-examples","Explore more workflows",[493,494,495,496,497,498,499,500,501,502,503,504,505,506,507,508,509,510,511,512],[514,435],[516,517,518,519,520,521,522,523,524,525,526,527,528,529,530,531,532,533,534,535],"2026-08-09T01:18:52.889Z","34a5f43a7a0cab1ef050aa25af511a89ccfc1829aa92d10ce495f824df504b7d",{"url":547,"kind":548,"anchor":549,"title":550,"description":551,"headings":552,"feature_evidence":573,"use_case_evidence":575,"fetched_at":580,"status":390,"content_hash":581},"https:\u002F\u002Fwww.vm0.ai\u002Fen\u002Ffeatures\u002Fgeneration","feature","Generative services","AI Generation: Reports, Decks, Video, and Websites | VM0","One brief, many models. Zero routes text, image, video, and voice to models built for each, then hands back the finished report, deck, video, or site at a link.",[553,554,555,556,557,558,559,560,561,562,563,564,565,566,567,568,569,570,571,572],"Generation that hands back the finished thing","One brief, many models, a finished artifact","Start from the format, not a blank page","Each medium gets a model built for it","What comes back is the artifact, not a draft brief","How generation works","Say what you need","Zero researches and builds","Direct the revision","Share the link","What Zero produces","Reports","Presentations","Video","Illustrations","Websites","Voice","It pulls the material from where it already is","Sources, not attachments","Delivered where it is read",[574,467,435],"Generation is not one model behind one prompt box. Zero keeps a supported lineup for every medium — fourteen text models, nine for image, five for video, and text-to-speech for voice — and sends each job to the one built for that medium. Nothing to configure, and no API key of your own.",[576,577,578,579],"AI Generation: Reports, Decks, Video, and Websites | VM0 Features Solutions Templates Resources Pricing Schedule a demo Sign up Features Workflows & automation Generative services Web services Team collaboration Slack Select any model Solutions Freelancers Small business Agencies Templates Workflows Reports Presentations Video Illustrations Website Designs Resources Docs Blog Model Rankings Security Support Pricing Schedule a demo Sign up English Deutsch 日本語 Español Français Italiano Português (Brasil) 한국어 हिन्दी Bahasa Indonesia Generation that hands back the finished thing","Template Presentation Website Illustration Video Workflow Presentation Sunburst playroom Use Mauve garden Use Berry dashboard Use Candy charts Use Each medium gets a model built for it","Yes. Wrap the brief in a workflow, attach a trigger, and the weekly report or monthly deck arrives without a prompt.","Zero also covers workflows and automation , team collaboration , and Slack . See the built-in web services , the models you can switch between, and pricing . ","2026-08-09T01:18:53.099Z","a6c9c39dda15ee23e12c91e2e0d81ffc2f275fe434ff7182cdae85211179b119",{"url":583,"kind":548,"anchor":584,"title":585,"description":586,"headings":587,"feature_evidence":608,"use_case_evidence":611,"fetched_at":627,"status":390,"content_hash":628},"https:\u002F\u002Fwww.vm0.ai\u002Fen\u002Fintegrations","Slack","AI Integration: Slack and 290 Connectors | VM0","AI integration without an integration project. Ask in Slack, approve the services Zero may use, and let it reach around 290 connected tools.",[588,589,590,591,592,593,594,595,596,597,598,599,600,601,602,603,604,605,606,607],"AI integration that lives in Slack","In the channel, in a DM, or on the web","The thread is the context, and the team can see it","From the thread, it reaches the systems outside Slack","Ask in Slack, drill down on the web","It works across the boundary of your team","How the Slack integration works","Install and invite","Mention it, or DM it","Approve what it needs","Call a workflow by name","It shadows the work, and steps in where the team loses time","When the thread got long overnight","When something is reported but not filed","When a decision would otherwise be lost","When someone new needs the context","When the answer is not ready to be seen","When one person's method should be everyone's","Around 290 connectors, authorized from the thread you are in","Approve it without leaving the conversation",[609,610,435],"AI Integration: Slack and 290 Connectors | VM0 Features Solutions Templates Resources Pricing Schedule a demo Sign up Features Workflows & automation Generative services Web services Team collaboration Slack Select any model Solutions Freelancers Small business Agencies Templates Workflows Reports Presentations Video Illustrations Website Designs Resources Docs Blog Model Rankings Security Support Pricing Schedule a demo Sign up English Deutsch 日本語 Español Français Italiano Português (Brasil) 한국어 हिन्दी Bahasa Indonesia AI integration that lives in Slack","Custom connectors cover most services with an API, including internal ones, so a tool that is not in the built-in catalog is not a dead end. It is reached and approved the same way as everything else.",[609,612,613,614,615,616,617,618,619,620,621,622,623,624,625,626],"Same workflow as in #bug-report. Here is what I did.","1 . Pulled the repro steps out of the thread 2 . Filed the issue and labelled it 3 . Posting the link back where you asked Ask me to automate workflows, manage tasks... Auto It works across the boundary of your team","04 Call a workflow by name","\"@Zero triage-bug-report\" runs a saved workflow on the current thread, and scheduled ones post their results back on their own.","Customer replies, financial checks, and anything half-formed go to a DM. Same agent, same workflows, an audience of one until you decide otherwise.","Any saved workflow can be called by name from a thread, and it is the same workflow the web app runs — so the version someone got right serves the whole channel, and nothing is Slack-only.","A wide catalog is only useful if connecting something is a moment's work, and only safe if putting a workflow in front of the team does not put your accounts there too. Both are settled the same way.","Sharing a workflow never shares your accounts","Publish a workflow to the team and you have shared the instructions, not your Gmail or your CRM. Whoever calls it from a channel runs it against their own connected services, under their own grants, so it reaches exactly as far as the person running it and no further.","Connect by approving OAuth or by pasting a key; either way it is stored outside the environment the agent runs in and attached at the network boundary. It is not in the thread, not in the workflow, and not in anything the agent can print.","Yes. Channel, DM, and web run the same agent with the same workflows, connectors, and permissions. You can call a saved workflow by name from a thread and it behaves exactly as it does on the web.","Yes, if you invite it there. It reads the shared channel like any other, and the guests in it stay guests — they see what is posted to the channel and never inherit a connector, a workflow, or anyone's account.","Can I build Slack automation without a workflow builder?","Yes — that is the point. Describe the Slack workflow in a sentence and attach a trigger; automated Slack messages then post themselves. There is no canvas and no step editor.","Zero also covers workflows and automation , generative services , and team collaboration . See the built-in web services , the models you can switch between, and pricing . ","2026-08-09T01:18:53.317Z","9b1bd191208b88f1b3bc36f2ba5394d16a0bdaf00f6473dc502779b3115041aa",{"url":630,"kind":548,"anchor":631,"title":632,"description":633,"headings":634,"feature_evidence":650,"use_case_evidence":654,"fetched_at":664,"status":390,"content_hash":665},"https:\u002F\u002Fwww.vm0.ai\u002Fen\u002Fdocs","Docs","AI agent docs: setup, workflows, connectors | VM0","Set up an AI agent, teach it your team's workflows, connect it to 290+ tools, and put it on a schedule. Guides, references, and setup notes.",[635,636,637,638,639,640,641,642,631,635,643,636,644,637,645,646,489,647,648,649],"Overview","Get started","Core concepts","What Zero delivers","Connectors","Who it's for","Credits & billing","Integrations","What is Zero?","Quickstart","Agents","Chat","Automations","Permissions","Skills (now Workflows)",[651,652,653,435],"Credits & billing Integrations","Add a custom connector with an API key or OAuth credential.","Web search, scraping, maps, weather, people search, and market data — no API key of your own.",[655,656,657,658,489,659,649,660,661,662,663],"AI agent docs: setup, workflows, connectors | VM0 Features Solutions Templates Resources Pricing Schedule a demo Sign up Features Workflows & automation Generative services Web services Team collaboration Slack Select any model Solutions Freelancers Small business Agencies Templates Workflows Reports Presentations Video Illustrations Website Designs Resources Docs Blog Model Rankings Security Support Pricing Schedule a demo Sign up English Deutsch 日本語 Español Français Italiano Português (Brasil) 한국어 हिन्दी Bahasa Indonesia Docs home Overview","Agents Chat Workflows Automations Permissions Skills (now Workflows) What Zero delivers","What Zero delivers Example workflows Generation Hosted sites Connectors","Teammate-shaped AI workers — name, role, workflows, connectors, and personality.","Triggers that run a workflow on its own — schedules, email, GitHub, calendar, Notion, and webhooks.","\"Skill\" is the older name for a workflow. Here's what maps to what.","Example workflows","End-to-end Zero workflows: morning brief, competitor scan, triage, replies, content.","Zero for organizations: shared agents and workflows, admin controls, central billing.","2026-08-09T01:18:53.524Z","27294f170d1c69f9a6dc63bb31b0d55811669bfb0859c3639db9418bb280888a",{"url":667,"kind":668,"title":669,"description":670,"feature_evidence":671,"use_case_evidence":672,"fetched_at":677,"status":390,"content_hash":678},"https:\u002F\u002Fwww.vm0.ai\u002Fde\u002Fblog","blog","Blog | VM0","Einblicke, Tutorials und Updates zur agentenzentrierten Entwicklung und der Zukunft der KI-Infrastruktur.",[],[673,674,675,676],"Blog | VM0 Funktionen Lösungen Vorlagen Ressourcen Preise Demo vereinbaren Registrieren Funktionen Workflows & Automatisierung Generative Dienste Web-Dienste Zusammenarbeit im Team Slack Modelle Lösungen Freelancer Kleine Unternehmen Agenturen Vorlagen Anwendungsfälle Berichte Präsentationen Video Illustrationen Webdesigns Ressourcen Dokumente Blog Modell-Ranking Sicherheit Support Preise Demo vereinbaren Registrieren English Deutsch 日本語 Español Français Italiano Português (Brasil) 한국어 हिन्दी Bahasa Indonesia Blog","Zero Mehr lesen Insight 30. Juli 2026 AI-Agent-Use-Cases: 20 Agentic-AI-Beispiele (2026)","20 AI-Agent-Use-Cases, die heute laufen, jeweils mit dem exakten Prompt, den verbundenen Tools und dem Bericht, den sie liefern.","Die neuen Templates von Zero verwandeln Prompts schneller in ausgefeilte Decks, Videos und Illustrationen – mit wiederverwendbaren Workflows für Teams.","2026-08-09T01:18:53.913Z","73db396e8ca5224ad6ef3c3b930c0d2a588f08bb13de395a1743229d7bd8f52a",{"url":680,"kind":668,"title":681,"description":675,"feature_evidence":682,"use_case_evidence":691,"fetched_at":697,"status":390,"content_hash":698},"https:\u002F\u002Fwww.vm0.ai\u002Fde\u002Fblog\u002Fposts\u002Fai-agent-use-cases","AI-Agent-Use-Cases: 20 Agentic-AI-Beispiele (2026) | VM0",[683,684,685,686,687,688,689,690],"Ming Li July 30, 2026 22 min read Auf dieser Seite Was einen guten Use Case für AI Agents ausmacht AI Agents für Engineering und Incident Response AI Agents für Sales und GTM AI Agents für Marketing, SEO und Content-Produktion AI Agents für Kundeninsights und Reporting AI Agents für Finanzen und professionelle Dienstleistungen AI Agents für Operations und persönliche Produktivität AI Agents und Automatisierungstools: Zero, Zapier, n8n und Dify Wie du 20 Use Cases ohne 20 Lizenzen betreibst Häufige Fragen Verbringe zehn Minuten auf X und du findest Leute, die darüber streiten, ob das, was sie gebaut haben, ein \"AI Agent\" oder \"Agentic AI\" ist. Das ist die falsche Diskussion. Das Label war nie der schwierige Teil. Schwierig ist, dass die Art, wie dein Unternehmen wirklich arbeitet, in den Köpfen der Leute steckt und nicht in deinen Integrationen.","@Zero recherchiere Keywords rund um Berechtigungen und Zugriffskontrolle bei KI-Agenten. Hol Volumen und Difficulty aus Ahrefs, gruppiere sie zu Themenclustern und schick mir die Top fünf priorisiert. Sobald ich eines auswähle, schreib den Beitrag, erzeuge ein Titelbild und lege ihn in Strapi auf Englisch, vereinfachtem Chinesisch und Japanisch als Entwurf an.","183 Nachrichten, gelesen vor 7 Uhr: vier Entscheidungen zuerst, der offengelegte API-Key ganz oben und 164 Routinebenachrichtigungen gruppiert, ohne etwas zu löschen. Vollständiges Briefing ansehen .","AI Agents und Automatisierungstools: Zero, Zapier, n8n und Dify","Wenn du Use Cases für AI Agents prüfst, schaust du wahrscheinlich auch auf Zapier, n8n oder Dify. Es gibt Überschneidungen, aber sie kommen von der anderen Seite. Zapier, n8n und Dify sind Builder: du entwirfst den Workflow vorab und pflegst ihn. Zero ist ein Agent: du beschreibst das Ergebnis in normaler Sprache, und er legt die Schritte in jedem Lauf selbst fest.","Dimension Zero Zapier n8n Dify Was es ist KI-Kollege über deine Tools hinweg Trigger-Aktion-Automatisierung zwischen Apps Open-Source-Workflow-Automatisierung Builder für LLM-Apps und Agenten Einrichtung Aufgabe in natürlicher Sprache beschreiben Zap aus vordefinierten Schritten bauen Knoten auf einem visuellen Canvas verdrahten App in einer Konsole orchestrieren Unstrukturierte Eingaben Liest Transkripte, Stacktraces, Threads Braucht Felder zum Mappen Über AI-Knoten, die du konfigurierst Ja, innerhalb deiner App Offenes Schlussfolgern Plant jeden Lauf am Ziel entlang Feste Schritte plus AI-Aktionen Fester Graph plus AI-Knoten Ja, im Flow deiner App Wo es läuft In der Cloud, nach Zeitplan oder Ereignis, mit Bericht in Slack oder Web-App Web-Dashboard Self-hosted oder Cloud-Canvas Web-Konsole oder eingebettete App Zugriffskontrolle Pro App und pro Aktion, lesend oder schreibend, zeitlich befristet Pro verbundenem Konto Pro Zugangsdaten, die du selbst hostest Pro App-Konfiguration Modellwahl Wechsel auf neue Frontier-Modelle möglich Eingebaute KI des Anbieters Was du verdrahtest Was du konfigurierst Preismodell Credits plus eigener Key, nicht pro Platz Pro Task und Tarif Open Source kostenlos, Cloud kostenpflichtig Open Source kostenlos, Cloud kostenpflichtig","Zapier , wenn du ein verlässliches \"wenn X, dann Y\" zwischen zwei Apps brauchst und nie willst, dass improvisiert wird.","n8n , wenn ein Engineer eine self-hosted Pipeline mit Verzweigungen und Kontrolle über jeden Knoten will. Die übliche Antwort, sobald ein Team aus der Preisgestaltung pro Task herauswächst.",[692,683,693,694,695,696],"AI-Agent-Use-Cases: 20 Agentic-AI-Beispiele (2026) | VM0 Funktionen Lösungen Vorlagen Ressourcen Preise Demo vereinbaren Registrieren Funktionen Workflows & Automatisierung Generative Dienste Web-Dienste Zusammenarbeit im Team Slack Modelle Lösungen Freelancer Kleine Unternehmen Agenturen Vorlagen Anwendungsfälle Berichte Präsentationen Video Illustrationen Webdesigns Ressourcen Dokumente Blog Modell-Ranking Sicherheit Support Preise Demo vereinbaren Registrieren English Deutsch 日本語 Español Français Italiano Português (Brasil) 한국어 हिन्दी Bahasa Indonesia Back to all posts Insight AI-Agent-Use-Cases: 20 Agentic-AI-Beispiele (2026)","Was das löst, ist ein Use Case: eine wiederholbare Aufgabe, die ein Agent vom Trigger bis zu einem prüfbaren Ergebnis übernehmen kann, über die Tools hinweg, für die du längst bezahlst. Die 20 unten sind die Workflows, die wir als Workflow-Automatisierungsbeispiele veröffentlichen, jeder davon heute im Einsatz mit echten Konnektoren, echtem Zeitplan und echtem Ergebnis. Zu jedem Eintrag steht der Prompt, der ihn startet, damit du einen kopieren und laufen lassen kannst, bevor du fertig gelesen hast.","Jeder Workflow unten ist eine echte Beispielseite: der Trigger, die Tools, die er verbindet, und das Ergebnis, das er liefert. Alle zwanzig ansehen . ","Was einen guten Use Case für AI Agents ausmacht","Nicht jede Aufgabe lohnt sich, an einen Agenten zu übergeben. Die Use Cases, die bleiben, teilen vier Entscheidungen. Wenn du alle vier beantworten kannst, hast du einen Use Case.","2026-08-09T01:18:54.140Z","7237c21dc00c349361f1376ecf64380830c5f1ed5f2fd53072d3c6e4bee7bf13",{"url":700,"kind":668,"title":701,"description":702,"feature_evidence":703,"use_case_evidence":712,"fetched_at":715,"status":390,"content_hash":716},"https:\u002F\u002Fwww.vm0.ai\u002Fde\u002Fblog\u002Fposts\u002Fatlas-cloud-in-vm0","So nutzt du Atlas Cloud in VM0 | VM0","Verbinde Atlas Cloud mit VM0 und erzeuge Videos, Bilder und Text per Anfrage – eine Schritt-für-Schritt-Anleitung für Atlas-Cloud-Modelle in deinem Zero-Agenten.",[704,705,706,707,708,709,710,711],"Ming Li June 12, 2026 5 min read Auf dieser Seite Was ist VM0? Was ist Atlas Cloud? Schritt 1 – Atlas Cloud verbinden Schritt 2 – Frag nach dem, was du willst Schritt 3 – Sieh zu, wie Zero den Rest erledigt Schritt 4 – Hol dir dein Video und verfeinere es Über Video hinaus Über Atlas Cloud Wenn etwas schiefgeht Die meisten Menschen behandeln das Erzeugen eines Videos wie ein Projekt. Ein Modell auswählen, die API-Dokumentation lesen, die richtigen Parameter für Auflösung und Dauer herausfinden, den asynchronen Job verwalten, warten, herunterladen. Mit Atlas Cloud, verbunden mit VM0, schrumpft das alles auf einen einzigen Satz in einem Chat zusammen. Diese Anleitung zeigt dir, wie du das einrichtest – am Beispiel eines Cyberpunk-Stadtvideos.","Der hier entscheidende Teil: Wenn du einen Dienst mit VM0 verbindest, bleiben deine API-Schlüssel und Tokens auf der Plattform. Der Agent sieht die eigentlichen Zugangsdaten nie. VM0 fügt sie pro Anfrage ein, sodass du Zero Zugriff auf einen leistungsstarken Modellanbieter geben kannst, ohne den Schlüssel selbst herauszugeben. Verbinde ein Tool einmal, und jede künftige Anfrage funktioniert einfach.","Atlas Cloud ist eine KI-Inferenzplattform. Statt dich für jedes gewünschte Modell bei einem anderen Anbieter anzumelden, bekommst du ein Konto und einen API-Schlüssel, die einen großen Katalog erreichen: Chat- und Reasoning-Modelle, Bildgenerierung und eine starke Auswahl an Videomodellen wie Seedance 2.0, Kling v2.5 Turbo Pro und Veo 3.1.","Bringt man beide zusammen, ist der Nutzen einfach: Atlas Cloud hat die Modelle, und VM0 macht sie nutzbar – einfach per Anfrage. Du öffnest nie eine API-Referenz.","Füge deinen Atlas-Cloud-API-Schlüssel ein und autorisiere. Die Kachel wechselt in einen grünen Zustand Connected , und fertig. Dein Schlüssel wird sicher in VM0 gespeichert (als ATLASCLOUD_API_KEY ), und Zero nutzt ihn, ohne ihn je zu sehen.","Atlas Cloud ist eine vollmodale KI-Inferenzplattform, die Entwicklern eine einzige KI-API gibt, um auf Videogenerierung, Bildgenerierung und LLM-APIs zuzugreifen. Statt mehrere Anbieter-Integrationen zu verwalten, verbindest du dich einmal und erhältst einheitlichen Zugriff auf über 300 kuratierte Modelle aller Modalitäten.","Sieh dir Atlas Clouds neue Coding-Plan-Aktion für noch budgetfreundlicheren API-Zugang an.","Falls die Kachel weiterhin „Connect\" anzeigt, gib deinen API-Schlüssel erneut ein. Solltest du jemals einen Fehler „model not found\" sehen, bedeutet das meist, dass eine Modell-ID von Hand eingegeben wurde – lass stattdessen Zero die benannte ID auflösen. Ein Job, der eine Weile auf processing steht, ist bei größeren Video-Renderings normal; Zero fragt ihn noch ab. Und falls ein bestimmter Agent den Connector nicht erreichen kann, autorisiere Atlas Cloud für diesen Agenten in dessen Connector-Einstellungen.",[713,714],"So nutzt du Atlas Cloud in VM0 | VM0 Funktionen Lösungen Vorlagen Ressourcen Preise Demo vereinbaren Registrieren Funktionen Workflows & Automatisierung Generative Dienste Web-Dienste Zusammenarbeit im Team Slack Modelle Lösungen Freelancer Kleine Unternehmen Agenturen Vorlagen Anwendungsfälle Berichte Präsentationen Video Illustrationen Webdesigns Ressourcen Dokumente Blog Modell-Ranking Sicherheit Support Preise Demo vereinbaren Registrieren English Deutsch 日本語 Español Français Italiano Português (Brasil) 한국어 हिन्दी Bahasa Indonesia Back to all posts Tech So nutzt du Atlas Cloud in VM0","Einmal verbinden, dann beschreiben, was du willst. Das ist der gesamte Workflow.","2026-08-09T01:18:54.420Z","c6c2cbd82c401f47f4c496c803957a46980bb25438f96bed7b32a56a5f0454dc",{"url":718,"kind":668,"title":719,"description":720,"feature_evidence":721,"use_case_evidence":729,"fetched_at":745,"status":390,"content_hash":746},"https:\u002F\u002Fwww.vm0.ai\u002Fde\u002Fblog\u002Fposts\u002Fautomated-testing-ai-agent-skills-changing-apis","Wie Sie KI-Agenten-Skills automatisch gegen sich schnell ändernde APIs testen | VM0","Automatisieren Sie das Testen von KI-Agenten-Skills im großen Maßstab.",[722,723,724,725,726,727,728],"Wie Sie KI-Agenten-Skills automatisch gegen sich schnell ändernde APIs testen | VM0 Funktionen Lösungen Vorlagen Ressourcen Preise Demo vereinbaren Registrieren Funktionen Workflows & Automatisierung Generative Dienste Web-Dienste Zusammenarbeit im Team Slack Modelle Lösungen Freelancer Kleine Unternehmen Agenturen Vorlagen Anwendungsfälle Berichte Präsentationen Video Illustrationen Webdesigns Ressourcen Dokumente Blog Modell-Ranking Sicherheit Support Preise Demo vereinbaren Registrieren English Deutsch 日本語 Español Français Italiano Português (Brasil) 한국어 हिन्दी Bahasa Indonesia Back to all posts Tech Wie Sie KI-Agenten-Skills automatisch gegen sich schnell ändernde APIs testen","Obwohl diese Integrationen äußerst wertvoll sind, stellen sie eine erhebliche Test-Herausforderung dar. Ohne angemessene Test-Infrastruktur können wir nicht zuverlässig überprüfen, ob Skills wie erwartet funktionieren, oder Breaking Changes erkennen, wenn sich Drittanbieter-APIs weiterentwickeln.","Das Testen von Drittanbieter-Integrationen ist von Natur aus schwierig. Jeder Skill hängt von externen APIs ab, die sich ohne Vorwarnung ändern können, was ständige Wachsamkeit erfordert, um die Zuverlässigkeit aufrechtzuerhalten. Traditionelle Unit-Tests greifen oft zu kurz, weil sie das API-Verhalten, Authentifizierungs-Flows und Edge Cases aus der realen Welt nicht replizieren können, die nur in Produktionsumgebungen auftreten.","Erkennung von Breaking Changes : Wenn sich Drittanbieter-SaaS-APIs weiterentwickeln, haben wir keine automatisierte Möglichkeit, Kompatibilitätsprobleme zu identifizieren","GitHub CLI : Optimierte GitHub-API-Interaktionen","Kontinuierliche Validierung : Breaking Changes von Drittanbieter-APIs sofort erfassen, bevor sie die Produktion beeinträchtigen","Führen Sie geplante Test-Jobs wie diesen Skill-Tester aus, um Breaking Changes in Drittanbieter-APIs frühzeitig zu erkennen.",[722,730,731,732,733,734,735,736,737,738,739,740,741,742,743,744],"Ethan Zhang December 25, 2025 8 min read Auf dieser Seite Warum das Testen von KI-Agenten-Skills von Drittanbietern schwierig ist Verwendung von KI-Agenten zum Testen von KI-Agenten-Skills in realen Umgebungen Ein durchgängiger automatisierter Workflow zum Testen von KI-Agenten-Skills Konfiguration des Agenten mit vm0.yaml Erstellen des Docker-Images Zusammenstellung des KI-Skill-Test-Systems Ausführen des Workflows Schrittweises Debuggen Ergebnisse und Benachrichtigungen Wichtige Erkenntnisse aus der Automatisierung des Testens von KI-Agenten-Skills Beginnen Sie noch heute mit VM0 Im Repository vm0-ai\u002Fvm0-skills haben wir Dutzende von Skills für die Integration mit verschiedenen SaaS-Plattformen von Drittanbietern entwickelt. Diese Skills ermöglichen es Claude Code- und Codex-Agenten, nahtlos mit Diensten wie GitHub, Slack, Discord und vielen anderen zu interagieren.","Dies führt zu einer erheblichen Wartungsbelastung und potenziellen Zuverlässigkeitsproblemen, die Produktions-Workflows beeinträchtigen könnten.","Ein durchgängiger automatisierter Workflow zum Testen von KI-Agenten-Skills","Der vollständige Workflow für automatisierte Skill-Tests wird im Folgenden beschrieben. Dieser Agent testet systematisch jeden Skill im Repository, generiert umfassende Berichte und benachrichtigt das Team über mehrere Kanäle.","Als Nächstes müssen Sie VM0 nur so planen, dass dieser Workflow ausgeführt wird. Erstellen Sie eine vm0.yaml -Datei, um die Konfiguration des Agenten-Containers zu beschreiben. Diese Datei gibt an, welche Skills der Agent benötigt, welche Umgebungsvariablen einzufügen sind und wie der Test-Workflow ausgeführt werden soll.","Ausführen des Workflows","Jetzt können Sie den gesamten Test-Workflow mit einem einzigen Befehl ausführen:","Wenn Sie den Workflow schrittweise debuggen oder zuerst einen einzelnen Skill testen möchten, können Sie gezielte Prompts verwenden:","Den Workflow bei Bedarf anzupassen ","Nach Abschluss des Workflows erhalten Sie Benachrichtigungen über mehrere Kanäle, die die Testergebnisse bestätigen.","Kein manueller Aufwand : Nach der Konfiguration läuft der Test-Workflow automatisch nach einem Zeitplan, ohne menschliches Eingreifen zu erfordern ","Bereit, Ihre eigenen Workflows mit KI-Agenten zu automatisieren? VM0 macht es einfach, produktionsbereite Agenten in Minuten, nicht Wochen, bereitzustellen.","Content-Generierungs-Workflows ","Besuchen Sie vm0.ai , um Ihr kostenloses Konto zu erstellen und Ihren ersten Agenten noch heute bereitzustellen. Treten Sie unserer Discord-Community bei, um sich mit anderen Entwicklern zu vernetzen, Ihre Workflows zu teilen und Hilfe vom Team zu erhalten.","Beginnen Sie jetzt, die Zukunft automatisierter Workflows zu gestalten.","2026-08-09T01:18:54.650Z","9d4fdb22fd4d0396705689a98499a1d85f1ad1d42b290a61f15a02153630eb12",{"url":748,"kind":668,"title":749,"description":750,"feature_evidence":751,"use_case_evidence":753,"fetched_at":755,"status":390,"content_hash":756},"https:\u002F\u002Fwww.vm0.ai\u002Fde\u002Fblog\u002Fposts\u002Fbi-without-a-data-lake","BI ohne Data Lake | VM0","Sichere Founder-BI mit maskierter Neon-Datenbank statt Data Lake.",[752],"Eine Produktionsdatenbank kann das sensibelste Material des Unternehmens enthalten: E-Mail-Adressen, Prompts, Chat-Inhalte, Credentials, verschlusselten Provider State, Logs, Fehlermeldungen, API Keys und interne operative Aufzeichnungen. Selbst wenn ein Agent vorsichtig ist, entsteht ein Grenzproblem. Der Agent sieht zu viel. Ein Fehler in einer Abfrage, einem Report oder einem Screenshot kann Informationen offenlegen, die nie geteilt werden sollten.",[754],"BI ohne Data Lake | VM0 Funktionen Lösungen Vorlagen Ressourcen Preise Demo vereinbaren Registrieren Funktionen Workflows & Automatisierung Generative Dienste Web-Dienste Zusammenarbeit im Team Slack Modelle Lösungen Freelancer Kleine Unternehmen Agenturen Vorlagen Anwendungsfälle Berichte Präsentationen Video Illustrationen Webdesigns Ressourcen Dokumente Blog Modell-Ranking Sicherheit Support Preise Demo vereinbaren Registrieren English Deutsch 日本語 Español Français Italiano Português (Brasil) 한국어 हिन्दी Bahasa Indonesia Back to all posts Tech BI ohne Data Lake","2026-08-09T01:18:55.097Z","472697ac96c08a8c1e498bd3112f1efe1d78ef2803eafd90718cbcf5a980f755",{"url":758,"kind":668,"title":759,"description":760,"feature_evidence":761,"use_case_evidence":767,"fetched_at":769,"status":390,"content_hash":770},"https:\u002F\u002Fwww.vm0.ai\u002Fde\u002Fblog\u002Fposts\u002Fbroker-holds-your-keys","Broker halten deine Schlüssel. Nicht dein KI-Agent. | VM0","Warum dein KI-Agent deine Tokens nicht sehen sollte. 38 Jahre alt.",[762,763,764,765,766],"KI-Agenten sind confused deputies. Das ist ein 38 Jahre altes Sicherheitsmuster, und die Antwort ist genauso alt: setze einen Broker — eine vertrauenswürdige, beobachtbare, deterministische, auditierbare, fälschungssichere, Scope-eingegrenzte, policy-getriebene, nicht-KI-Zwischenschicht — zwischen den Agenten und die SaaS-APIs, die er aufrufen muss; der Broker verwahrt die Anmeldedaten, die dein Agent nicht haben sollte.","Brokered Credentials (im OWASP LLM Top 10 verankert). API-Tokens gehören nicht in den LLM-Kontext. Eine vertrauenswürdige Zwischenschicht macht den Aufruf im Auftrag des Agenten; das Modell entscheidet was zu tun ist, der Broker erledigt das wie . Eine Prompt-Injection, die das Modell auffordert, seine Anmeldedaten auszugeben, bekommt nichts Verwertbares: die Anmeldedaten sind nicht dort.","Die Sandbox des Agenten hält nie ein echtes Connector-Credential. Wenn du eine SaaS mit Zero verbindest, bleibt das OAuth-Token oder der API-Key auf der Broker-Seite. Die Sandbox bekommt einen Platzhalter -String, der genug nach Umgebungsgeheimnis aussieht, damit existierende Tools weiter funktionieren. Kein Upstream-SaaS würde ihn akzeptieren.","Ein Connector in Zero sollte mehr sein als ein Ein\u002FAus-Schalter. Jeder Connector beschreibt die API-Bases, die er abdeckt, und wie Auth injiziert werden soll. Wo der Upstream-Dienst eine stabile Scope-zu-Endpoint-Zuordnung veröffentlicht, kann der Connector zusätzlich beschreiben, welche benannte Permission jede Method\u002FPath-Kombination abdeckt. Slacks slack-api-ref ist ein gutes Beispiel.","Nicht jeder Connector erreicht derzeit diese Auflösung. Manche Upstream-APIs veröffentlichen keine stabile Scope-zu-Endpoint-Zuordnung. GitHubs GraphQL-API ist der kanonische Fall: die REST-Seite lässt sich abbilden, die GraphQL-Seite noch nicht. Bei diesen Connectoren steuert der Broker weiterhin Credential-Injektion und Netzwerkpfad, während das Permission-Gate auf die gröbere Connector- oder Host-Level-Policy zurückfällt, die die Plattform tatsächlich durchsetzen kann. Wir füllen diese Lücken auf, sobald Upstream-Daten verfügbar werden. Wir behaupten keine Abdeckung, die wir nicht gebaut haben.",[768],"Broker halten deine Schlüssel. Nicht dein KI-Agent. | VM0 Funktionen Lösungen Vorlagen Ressourcen Preise Demo vereinbaren Registrieren Funktionen Workflows & Automatisierung Generative Dienste Web-Dienste Zusammenarbeit im Team Slack Modelle Lösungen Freelancer Kleine Unternehmen Agenturen Vorlagen Anwendungsfälle Berichte Präsentationen Video Illustrationen Webdesigns Ressourcen Dokumente Blog Modell-Ranking Sicherheit Support Preise Demo vereinbaren Registrieren English Deutsch 日本語 Español Français Italiano Português (Brasil) 한국어 हिन्दी Bahasa Indonesia Back to all posts Tech Broker halten deine Schlüssel. Nicht dein KI-Agent.","2026-08-09T01:18:55.315Z","c3b7db23f7da7342fdda4c35f0ae4b9545fbfd6e791e16906b4346daece48068",[772],{"url":773,"title":564,"kind":774},"https:\u002F\u002Fwww.vm0.ai\u002Fen\u002Freport","research",[776,777,778,779,780,781],{"title":669,"url":667,"fetched_at":677},{"title":681,"url":680,"fetched_at":697},{"title":701,"url":700,"fetched_at":715},{"title":719,"url":718,"fetched_at":745},{"title":749,"url":748,"fetched_at":755},{"title":759,"url":758,"fetched_at":769},[466,470,471,472,473,474,475,476,477,478,479,480,481,482,483,458,459,484,460,464,516,517,518,519,520,521,522,523,524,525,526,527,528,529,530,531,532,533,534,535,516,517,518,519,520,521,522,523,524,525,526,527,528,529,530,531,532,533,534,535],[433,434,435,574,467,435,609,610,435,651,652,653,435],"unknown",[786,787,788,789,790,791],{"fetched_at":677,"title":669,"url":667},{"fetched_at":697,"title":681,"url":680},{"fetched_at":715,"title":701,"url":700},{"fetched_at":745,"title":719,"url":718},{"fetched_at":755,"title":749,"url":748},{"fetched_at":769,"title":759,"url":758},"application","4.5\u002F5",[795,796,797,798,799,800,801,802,803,804,805,806,807,808,809,810,811,812,813,814,815,816,817],"Integracja z ponad 100 narzędziami","Automatyzacja raportów, triage, outreach i research","Praca w Slacku lub w przeglądarce","Uprawnienia read\u002Fwrite per narzędzie i per agent","Izolowane wykonanie z użyciem microVM","Harmonogramowanie zadań cyklicznych","Sub-agenci do wyspecjalizowanych zadań","Orkiestracja narzędzi","Pamięć kontekstu między sesjami","Audytowalne logi i śledzenie wykonania","Connects to 100+ tools including Slack, Gmail, Notion, Linear, Sentry, GitHub, and Google Calendar","Automates workflows such as weekly client reports, inbox triage, employee onboarding, and incident review","Runs agentic workflows that interpret unstructured input and make judgment calls","Supports recurring tasks on schedule (e.g., daily error scans, weekly status reports)","Orchestrates multiple tools and models in sequence based on task goals","Generates reports, drafts emails, and creates action items across platforms","Uses isolated execution with microVMs for each task, ensuring credentials are not exposed","Remembers user context, preferences, and past decisions across sessions","Supports custom connectors via API key or OAuth","Allows team-wide sharing and reuse of workflows with individual triggers and schedules","Provides role-specific automation (e.g., for founders, sales, engineering, operations)","Integrates with Slack via @mentions and direct messages (requires paid Slack plan)","Supports multiple AI models across text, image, video, and voice generation without manual configuration","Free tier available with limited access to features and workflows.",[584,356,820,821,822,823,824,825,826,827,828,829,830,831,832,833,834,835,836],"Gmail","Notion","Linear","Sentry","Airtable","Google Sheets","Google Calendar","HubSpot","Intercom","Figma","Vercel","Dropbox","DocuSign","Axiom","Ahrefs","Deel","X (Twitter)",[838,839,840,841,842,843,844,845,846,847],"English","Deutsch","日本語","Español","Français","Italiano","Português (Brasil)","한국어","हिन्दी","Bahasa Indonesia",[849,850,851],"Na stronie oficjalnej widoczny jest komunikat, że wyniki mogą być niedokładne, niepełne lub nieaktualne i trzeba weryfikować ważne informacje.","Wykorzystanie AI w kontenerze Slack wymaga płatnego planu Slack.","Brak dowodu na obsługę języka polskiego w zebranych materiałach.",[853,854,855,856],"14 text models","9 image models","5 video models","text-to-speech for voice","Nie wykazano",[859],{"plan_name":860,"access_model":861,"price":784,"currency":784,"billing_period":784,"included_usage":784,"trial_days":784,"card_required":784,"source_evidence":346},"Free","freemium","Free tier available; paid plans not detailed in source.","Oficjalna strona podaje, że użytkownik kontroluje dostęp Zero do narzędzi, a wykonanie odbywa się w izolowanych microVM; sekcja o bezpieczeństwie sugeruje, że poświadczenia nie opuszczają sandboksa. W zebranych materiałach nie znaleziono jednak jednoznacznej oficjalnej deklaracji, czy dane są używane do trenowania modeli.","2026-02-06",[866],{"kind":774,"title":564,"url":773},"VM0\u002FZero to autonomiczny agent AI dla zespołów: oficjalna strona opisuje go jako „your trustworthy AI teammate for real work”, z integracją z ponad 100 narzędziami i użyciem w Slacku lub w webie. Z materiałów oficjalnych wynika także nacisk na uprawnienia per narzędzie, izolowane wykonanie w microVM, harmonogramowanie zadań oraz audytowalność. Z bloga oficjalnego wynika publiczna beta z 6 lutego 2026 r. Nie znaleziono jednak w zebranych źródłach oficjalnej tabeli cen, dokumentacji API ani potwierdzenia regionu danych, RODO\u002FGDPR, trenowania danych lub self-hostingu.","Oficjalna strona podaje, że każdy task działa w osobnym microVM, a poświadczenia nie opuszczają sandboksa; dodatkowo widnieje informacja o pełnej audytowalności i kontrolowanych uprawnieniach. To wskazuje na mocny nacisk na izolację i kontrolę dostępu, ale nie zastępuje to formalnej deklaracji zgodności z GDPR\u002FRODO w zebranych materiałach.","No","Autonomiczny agent AI działający jako „teammate” dla zespołów, automatyzujący raporty, triage, outreach i research w Slacku i w webie.",[584,872],"Web",[874,875,876,877,878,879,880,881,882,883,884,885],"Founderzy i CEO","Zespoły sprzedaży i marketingu","Zespoły inżynieryjne","Operacje i support","Zespoły korzystające z wielu narzędzi SaaS","Founders & CEOs","Sales & Marketing teams","Engineering teams","Operations & Support teams","Freelancers","Small businesses","Agencies",[887,888,889,890,891,892,893,894,895,896,897,898,899,900,901,902,903,904,905,906,907,908,909,910,911,912,913,914,915],"Daily business brief","Investor and board updates","Inbox triage","Decision log","KOL and prospect research","Personalized outreach","Lead follow-ups","Marketing pulse","Sentry error triage","Tech debt scanning","Bug filing from Slack","Release notes and standups","Weekly status reports","Employee onboarding","Meeting digests","Cross-team reminders","Automated weekly client reports","Inbox triage and reply drafting","Employee onboarding automation","Sentry error triage and root-cause analysis","Tech debt scanning and ticket creation","Bug filing from Slack threads","Release notes and standup summaries","Daily business briefs from calendar, Slack, and Linear","Investor and board update drafting","Personalized outreach and lead follow-ups","Marketing pulse reports","Meeting digests and action item tracking","Cross-team reminders and deadline chasing","VM0.ai","published","2026-08-12T18:23:43.246Z",[920,921,922],"i10X","Gemini Spark","Hermes Agent",{"checked_at":918,"ready":394,"failed":924},[],"Nieznana kategoria: automatyzacja\u002Fagenci-ai (auto-fix)","```markdown\n# **vm0.ai – Autonomiczny agent AI dla zespołów**\n**Autonomiczny „współpracownik” AI**, który działa w Slacku i przeglądarce, pomagając zespołom w automatyzacji raportów, triage’u, outreachu i researchu. To narzędzie dla firm, które chcą zoptymalizować powtarzalne zadania bez konieczności pisania kodu.\n\n---\n\n## **Najważniejsze funkcje**\n\n1. **Integracja z ponad 100 narzędziami**\n   Agent vm0.ai łączy się z popularnymi aplikacjami biznesowymi (np. Notion, Google Workspace, CRM-y), umożliwiając automatyzację zadań między platformami bez ręcznego przenoszenia danych.\n\n2. **Automatyzacja kluczowych procesów**\n   - **Raporty**: Generuje codzienne podsumowania biznesowe (np. *daily briefs* dla zespołów).\n   - **Triage**: Klasyfikuje i priorytetyzuje wiadomości (np. w Slacku lub skrzynce mailowej).\n   - **Outreach**: Wspiera kampanie kontaktowe (np. aktualizacje dla inwestorów).\n   - **Research**: Zbiera i syntetyzuje informacje z wielu źródeł.\n\n3. **Praca w Slacku i przeglądarce**\n   Agent działa bezpośrednio w środowiskach, z których korzystają zespoły – nie wymaga przełączania się między aplikacjami.\n\n4. **Granularne uprawnienia**\n   Możliwość konfigurowania dostępu **per narzędzie** i **per agenta** (odczyt\u002Fzapis), co zwiększa bezpieczeństwo danych.\n\n5. **Izolowane wykonanie z microVM**\n   Każde zadanie jest uruchamiane w **mikrowirtualnej maszynie (microVM)**, co minimalizuje ryzyko konfliktów lub wycieków danych.\n\n---\n\n## **Dla kogo jest vm0.ai?**\n\n- **Zespoły operacyjne** – automatyzacja raportów i triage’u oszczędza czas na rutynowych zadaniach.\n- **Startupy i scale-upy** – przydatne do regularnych aktualizacji dla inwestorów (*investor updates*) lub zarządów.\n- **Działy sprzedaży i marketingu** – wsparcie w outreachu (np. personalizowane wiadomości do klientów).\n- **Badacze i analitycy** – zbieranie i agregowanie danych z wielu źródeł w jednym miejscu.\n- **Firmy zdalne** – integracja ze Slackiem ułatwia współpracę w rozproszonych zespołach.\n\n---\n\n## **Cena**\n\n- **Darmowy plan**: Dostępny z **ograniczonymi funkcjami** (np. limit zadań lub integracji).\n- **Plany płatne**: Brak szczegółowych informacji publicznych – konieczny kontakt z zespołem vm0.ai w celu wyceny (prawdopodobnie model **subskrypcyjny** lub oparty na zużyciu).\n\n---\n\n## **Zalety i wady**\n\n### ✅ **Zalety**\n1. **Brak konieczności kodowania** – agent działa „out of the box”, bez potrzeby pisania skryptów.\n2. **Bezpieczeństwo** – izolowane środowiska (microVM) i granularne uprawnienia redukują ryzyko.\n3. **Integracja z istniejącym stackiem** – współdziała z narzędziami, których zespoły już używają (Slack, Notion itp.).\n\n### ❌ **Wady**\n1. **Ograniczenia darmowego planu** – pełna funkcjonalność prawdopodobnie wymaga płatnej subskrypcji.\n2. **Brak transparentnego cennika** – trudno oszacować koszty bez bezpośredniego kontaktu z dostawcą.\n3. **Zależność od integracji** – skuteczność zależy od jakości połączeń z zewnętrznymi narzędziami.\n\n---\n\n## **Werdykt**\n**vm0.ai to obiecujące narzędzie dla zespołów**, które chcą zautomatyzować powtarzalne zadania bez angażowania developerów. Jeśli Twoja firma korzysta ze Slacka i potrzebuje wsparcia w raportowaniu, triage’u lub outreachu, warto przetestować darmowy plan. **Brak jasnego cennika może jednak utrudnić decyzję o długoterminowym wdrożeniu** – przed zakupem warto wyjaśnić koszty z zespołem vm0.ai.\n```",{"source_page_url":304,"final_url":304,"fetched_at":389},{"alternatives_count":184,"active_deals":184},[],[],{"data":932},[933,943,949,957,965,972,979,986,994,1001,1008,1015,1022,1030,1037,1043,1050,1058,1066,1074,1081,1088,1096,1103,1111,1118,1124,1131,1138,1145,1152,1159,1166,1172,1179,1186,1193,1199,1204,1209,1214,1218,1223,1228,1233,1237,1242,1246,1251,1255,1259,1263,1267,1271,1275,1278,1282,1286,1290,1293,1297,1300,1303,1307,1310,1313,1316,1319,1322,1325,1328,1332,1335,1338,1341,1345,1354,1359,1362,1367,1375,1379,1383,1387,1391,1399,1407,1411,1415,1419,1423,1426,1433,1440,1448,1456,1460,1464,1472,1476],{"id":934,"type":935,"title":936,"body":937,"tool_name":938,"z2u_price":939,"z2u_url":940,"status":941,"read_at":48,"created_at":942},1348,"price_drop","💰 Vora — spadek ceny","Platforma: Dealify | Kategoria: Sales & Marketing | Cena: €67.95 (regular: €670.95) | Rabat: 90%","Vora",67.95,"https:\u002F\u002Fdealify.com\u002Fproducts\u002Fvora","unread","2026-10-23T04:15:26.716Z",{"id":944,"type":935,"title":945,"body":937,"tool_name":946,"z2u_price":939,"z2u_url":947,"status":941,"read_at":48,"created_at":948},1347,"💰 Seamless QR Code — spadek ceny","Seamless QR Code","https:\u002F\u002Fdealify.com\u002Fproducts\u002Fseamless-qr-code","2026-10-23T04:15:26.351Z",{"id":950,"type":935,"title":951,"body":952,"tool_name":953,"z2u_price":954,"z2u_url":955,"status":941,"read_at":48,"created_at":956},1346,"💰 Inspire Sales Academy — spadek ceny","Platforma: Dealify | Kategoria: Sales & Marketing | Cena: €226.95 (regular: €566.95) | Rabat: 60%","Inspire Sales Academy",226.95,"https:\u002F\u002Fdealify.com\u002Fproducts\u002Finspire-sales-academy","2026-10-23T04:15:25.498Z",{"id":958,"type":935,"title":959,"body":960,"tool_name":961,"z2u_price":962,"z2u_url":963,"status":941,"read_at":48,"created_at":964},1345,"💰 Contact Concert — spadek ceny","Platforma: Dealify | Kategoria: Sales & Marketing | Cena: €101.95 (regular: €1010.95) | Rabat: 90%","Contact Concert",101.95,"https:\u002F\u002Fdealify.com\u002Fproducts\u002Fcontact-concert","2026-10-23T04:15:24.932Z",{"id":966,"type":935,"title":967,"body":968,"tool_name":969,"z2u_price":939,"z2u_url":970,"status":941,"read_at":48,"created_at":971},1344,"💰 OnChat — spadek ceny","Platforma: Dealify | Kategoria: E-commerce | Cena: €67.95 (regular: €670.95) | Rabat: 90%","OnChat","https:\u002F\u002Fdealify.com\u002Fproducts\u002Fonchat","2026-10-23T04:15:23.130Z",{"id":973,"type":935,"title":974,"body":975,"tool_name":976,"z2u_price":939,"z2u_url":977,"status":941,"read_at":48,"created_at":978},1343,"💰 Helpmate — spadek ceny","Platforma: Dealify | Kategoria: E-commerce | Cena: €67.95 (regular: €101.95) | Rabat: 33%","Helpmate","https:\u002F\u002Fdealify.com\u002Fproducts\u002Fhelpmate","2026-10-23T04:15:22.879Z",{"id":980,"type":935,"title":981,"body":982,"tool_name":983,"z2u_price":939,"z2u_url":984,"status":941,"read_at":48,"created_at":985},1342,"💰 Playix.cloud — spadek ceny","Platforma: Dealify | Kategoria: Cloud | Cena: €67.95 (regular: €670.95) | Rabat: 90%","Playix.cloud","https:\u002F\u002Fdealify.com\u002Fproducts\u002Fplayix-cloud","2026-10-23T04:15:21.439Z",{"id":987,"type":935,"title":988,"body":989,"tool_name":990,"z2u_price":991,"z2u_url":992,"status":941,"read_at":48,"created_at":993},1341,"💰 FileLu — spadek ceny","Platforma: Dealify | Kategoria: Cloud | Cena: €169.95 (regular: €397.95) | Rabat: 57%","FileLu",169.95,"https:\u002F\u002Fdealify.com\u002Fproducts\u002Ffilelu","2026-10-23T04:15:21.280Z",{"id":995,"type":935,"title":996,"body":997,"tool_name":998,"z2u_price":939,"z2u_url":999,"status":941,"read_at":48,"created_at":1000},1340,"💰 Purple Photo — spadek ceny","Platforma: Dealify | Kategoria: Creative | Cena: €67.95 (regular: €89.95) | Rabat: 24%","Purple Photo","https:\u002F\u002Fdealify.com\u002Fproducts\u002Fpurple-photo","2026-10-23T04:15:19.971Z",{"id":1002,"type":935,"title":1003,"body":1004,"tool_name":1005,"z2u_price":939,"z2u_url":1006,"status":941,"read_at":48,"created_at":1007},1339,"💰 CursorClip — spadek ceny","Platforma: Dealify | Kategoria: Creative | Cena: €67.95 (regular: €110.95) | Rabat: 39%","CursorClip","https:\u002F\u002Fdealify.com\u002Fproducts\u002Fcursorclip","2026-10-23T04:15:19.613Z",{"id":1009,"type":935,"title":1010,"body":1011,"tool_name":1012,"z2u_price":939,"z2u_url":1013,"status":941,"read_at":48,"created_at":1014},1338,"💰 Creatiyo — spadek ceny","Platforma: Dealify | Kategoria: Creative | Cena: €67.95 (regular: €226.95) | Rabat: 70%","Creatiyo","https:\u002F\u002Fdealify.com\u002Fproducts\u002Fcreatiyo","2026-10-23T04:15:19.453Z",{"id":1016,"type":935,"title":1017,"body":1018,"tool_name":1019,"z2u_price":939,"z2u_url":1020,"status":941,"read_at":48,"created_at":1021},1337,"💰 Blupry Bundle — spadek ceny","Platforma: Dealify | Kategoria: Creative | Cena: €67.95 (regular: €257.95) | Rabat: 74%","Blupry Bundle","https:\u002F\u002Fdealify.com\u002Fproducts\u002Fblupry","2026-10-23T04:15:19.294Z",{"id":1023,"type":935,"title":1024,"body":1025,"tool_name":1026,"z2u_price":1027,"z2u_url":1028,"status":941,"read_at":48,"created_at":1029},1336,"💰 Al Webcam Effects — spadek ceny","Platforma: Dealify | Kategoria: Creative | Cena: €135.95 (regular: €1134.95) | Rabat: 88%","Al Webcam 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