# Devolute

> Devolute is a digital product and AI engineering agency. Content is published in English (`/en/`) and German (`/de/`). Prefer the locale that matches the user's language. Linked resources below are markdown variants (`.md`) for agents; HTML pages are at the same path without `.md`.

This file is a curated map for language-model assistants—not a sitemap. Start here, then follow links. Exhaustive coverage: [llms-full.txt](https://www.devolute.org/llms-full.txt).

## Core entry points (EN)

- [English homepage](https://www.devolute.org/en.md): Primary English overview of services and positioning.
- [AI agency — AI code & delivery](https://www.devolute.org/en/agency/ai-code-agency.md): AI agency for productive workflows, AI-assisted development, and AI products.
- [AI agency — professional AI software development](https://www.devolute.org/en/agency/professional-code-generation-software-development-with-ai.md): Production-ready software with AI and code-generation pipelines.
- [Digital sovereignty agency](https://www.devolute.org/en/agency/digital-sovereignty-agency.md): AI governance, data sovereignty, and compliant integration.
- [AI Science and Infrastructure](https://www.devolute.org/en/ai-science-infrastructure.md): Applied AI research and infrastructure.
- [Climate Tech](https://www.devolute.org/en/climate-and-tech-open-source-data-ai-development.md): Climate and sustainability-related digital products.

## Kerneinstieg (DE)

- [Deutsche Startseite](https://www.devolute.org/de.md): Überblick über Leistungen und Positionierung auf Deutsch.
- [KI Agentur Berlin](https://www.devolute.org/de/agentur/ki-agentur-berlin.md): KI Coding, AI-Produkte und produktive KI-Workflows in Berlin.
- [KI Agentur München](https://www.devolute.org/de/agentur/ki-agentur-muenchen.md): KI-gestützte Entwicklung und AI in Unternehmenssystemen in München.
- [AI Code Agentur](https://www.devolute.org/de/agentur/ai-code-agency.md): KI-gestützte Softwareentwicklung und schnelle, produktionsreife Lieferung.
- [Digitale Souveränität Agentur](https://www.devolute.org/de/agentur/digitale-souveraenitaet-agentur.md): KI-Governance, Datensouveränität und Compliance in Unternehmensprozessen.
- [KI-Forschung und Infrastruktur](https://www.devolute.org/de/ai-science-infrastructure.md): Angewandte KI-Forschung und Infrastrukturprojekte.
- [Climate Tech](https://www.devolute.org/de/climate-and-tech-open-source-data-ai-development.md): Klima- und Nachhaltigkeitsorientierte Digitalprodukte.

## Services and capabilities (EN)

- [Agency profile](https://www.devolute.org/en/agency-for-digital-sustainability-ruby-on-rails-and-javascript.md): Company profile and engagement context.
- [Interim Management](https://www.devolute.org/en/interim-management.md): Interim leadership and product delivery support.
- [Development](https://www.devolute.org/en/development.md): Engineering services and implementation areas.
- [Technologies](https://www.devolute.org/en/technologies.md): Technology stack and expertise.
- [Products](https://www.devolute.org/en/products.md): Productized offerings and platform-related pages.

## Leistungen und Schwerpunkte (DE)

- [Agenturprofil](https://www.devolute.org/de/agentur-fuer-agile-software-entwicklung-ruby-rails-javascript.md): Profil, Team und typische Engagements.
- [Interim Management](https://www.devolute.org/de/interim-management.md): Interim für KI, Tech, Produkt und Design.
- [Entwicklung](https://www.devolute.org/de/entwicklung.md): Engineering-Leistungen und Umsetzungsfelder.
- [Technologien](https://www.devolute.org/de/technologien.md): Technologie-Stack und Expertise.
- [Produkte](https://www.devolute.org/de/produkte.md): Produktangebote und Plattformseiten.

## Open source and AI (EN)

Agency delivery pages and open-source best-practice guides.

- [Open-source AI infrastructure](https://www.devolute.org/en/agency/open-source-ai-infrastructure.md): Self-hosted AI platforms on Kubernetes and IaC.
- [RAG and retrieval](https://www.devolute.org/en/agency/open-source-rag-retrieval.md): Retrieval-augmented generation implementation.
- [LLM agents orchestration](https://www.devolute.org/en/agency/open-source-llm-agents-orchestration.md): Multi-agent systems with LangGraph, AutoGen, and related stacks.
- [Knowledge graphs & SHACL](https://www.devolute.org/en/agency/open-source-knowledge-graphs-semantic-reasoning.md): Ontologies, SHACL validation, and semantic reasoning platforms.
- [Analytics and BI](https://www.devolute.org/en/agency/open-source-analytics-bi.md): DuckDB, Superset, Metabase, and embedded analytics.
- [Geospatial](https://www.devolute.org/en/agency/open-source-geospatial.md): PostGIS, deck.gl, and geospatial platforms.
- [Streaming and automation](https://www.devolute.org/en/agency/open-source-streaming-automation.md): NATS, Kafka, n8n, and event-driven automation.
- [Sovereign collaboration](https://www.devolute.org/en/agency/open-source-sovereign-collaboration.md): SSO, Git hosting, and collaboration under your control.
- [Keycloak SSO](https://www.devolute.org/en/agency/keycloak-sso-implementation.md): Identity and single sign-on delivery.
- [Open-source insights hub](https://www.devolute.org/en/insights/open-source.md): Comparisons, introductions, and best-practice articles (hub index).
- [Digital sovereignty best practices](https://www.devolute.org/en/insights/open-source/digital-sovereignty-european-tech-resilience-best-practices.md): EU stack, resilience, and vendor lock-in.
- [RAG platform best practices](https://www.devolute.org/en/insights/open-source/rag-retrieval-platform-best-practices.md): Production RAG and retrieval architecture.
- [Self-hosted AI best practices](https://www.devolute.org/en/insights/open-source/self-hosted-ai-kubernetes-iac-best-practices.md): Kubernetes, IaC, and on-prem AI operations.
- [Knowledge graphs & SHACL best practices](https://www.devolute.org/en/insights/open-source/knowledge-graphs-shacl-semantic-reasoning-best-practices.md): SHACL shapes, ontology ops, and GraphRAG patterns.

## Open Source und KI (DE)

Agentur-Leistungen und Open-Source-Leitfäden auf Deutsch.

- [Open-Source-KI-Infrastruktur](https://www.devolute.org/de/agentur/open-source-ai-infrastruktur.md): Self-hosted KI-Plattformen mit Kubernetes und IaC.
- [RAG und Retrieval](https://www.devolute.org/de/agentur/open-source-rag-retrieval.md): RAG-Implementierung und Retrieval-Plattformen.
- [LLM-Agenten-Orchestrierung](https://www.devolute.org/de/agentur/open-source-llm-agents-orchestration.md): Multi-Agent-Systeme mit LangGraph, AutoGen und verwandten Stacks.
- [Wissensgraphen & SHACL](https://www.devolute.org/de/agentur/open-source-wissensgraphen-semantisches-reasoning.md): Ontologien, SHACL-Validierung und semantisches Reasoning.
- [Analytics und BI](https://www.devolute.org/de/agentur/open-source-analytics-bi.md): DuckDB, Superset, Metabase und Embedded Analytics.
- [Geodaten](https://www.devolute.org/de/agentur/open-source-geospatial.md): PostGIS, deck.gl und Geospatial-Plattformen.
- [Streaming und Automatisierung](https://www.devolute.org/de/agentur/open-source-streaming-automation.md): NATS, Kafka, n8n und event-getriebene Architektur.
- [Souveräne Kollaboration](https://www.devolute.org/de/agentur/souveraene-kollaborations-stack.md): SSO, Git-Hosting und Zusammenarbeit unter eigener Kontrolle.
- [Keycloak SSO](https://www.devolute.org/de/agentur/keycloak-sso.md): Identity und Single Sign-On.
- [Open-Source-Themen-Hub](https://www.devolute.org/de/themen/open-source.md): Vergleiche, Einführungen und Best-Practice-Artikel (Hub-Index).
- [Digitale Souveränität Best Practices](https://www.devolute.org/de/themen/open-source/digitale-souveraenitaet-eu-tech-resilienz-best-practices.md): EU-Stack, Resilienz und Vendor Lock-in.
- [RAG-Plattform Best Practices](https://www.devolute.org/de/themen/open-source/rag-retrieval-plattform-best-practices.md): Produktions-RAG und Retrieval-Architektur.
- [Self-hosted KI Best Practices](https://www.devolute.org/de/themen/open-source/self-hosted-ai-kubernetes-iac-best-practices.md): Kubernetes, IaC und On-Prem-KI-Betrieb.
- [Wissensgraphen & SHACL Best Practices](https://www.devolute.org/de/themen/open-source/wissensgraphen-shacl-semantisches-reasoning-best-practices.md): SHACL-Shapes, Ontology-Ops und GraphRAG.

## Product clusters: Langdock, Nextcloud, Coolify (EN)

- [Langdock consulting & integrations](https://www.devolute.org/en/agency/langdock-consulting-integrations-implementation.md): SSO/SCIM, MCP servers, Integrations API, enterprise connectors.
- [Langdock integrations guide](https://www.devolute.org/en/insights/open-source/langdock-integrations-mcp-api-enterprise-guide.md): MCP, Integrations API, and architecture patterns.
- [Langdock vs ChatGPT Enterprise vs Copilot vs Open WebUI](https://www.devolute.org/en/insights/open-source/langdock-vs-chatgpt-enterprise-vs-copilot-vs-open-webui.md): Enterprise AI workspace comparison.
- [Nextcloud enterprise consulting](https://www.devolute.org/en/agency/nextcloud-enterprise-consulting-integration-hosting.md): Self-hosted collaboration, Keycloak, OpenProject, AI add-ons.
- [Nextcloud enterprise integrations](https://www.devolute.org/en/insights/open-source/nextcloud-enterprise-integrations-keycloak-openproject-ai.md): Identity, project, and AI integration patterns.
- [Nextcloud vs Microsoft 365 vs Google Workspace](https://www.devolute.org/en/insights/open-source/nextcloud-vs-microsoft-365-vs-google-workspace.md): Sovereign collaboration stack comparison.
- [Coolify self-hosted PaaS consulting](https://www.devolute.org/en/agency/coolify-self-hosted-paas-consulting-deployment.md): Deploy and operate Coolify for production workloads.
- [Best self-hosted apps on Coolify](https://www.devolute.org/en/insights/open-source/best-self-hosted-apps-to-deploy-on-coolify.md): High-value apps and deployment patterns.
- [Coolify vs Dokploy vs CapRover vs Vercel](https://www.devolute.org/en/insights/open-source/coolify-vs-dokploy-vs-caprover-vs-vercel.md): Self-hosted PaaS comparison.

## Produktcluster: Langdock, Nextcloud, Coolify (DE)

- [Langdock Agentur & Integrationen](https://www.devolute.org/de/agentur/langdock-agentur-beratung-integration-berlin.md): SSO/SCIM, MCP-Server, Integrations-API, Enterprise-Connectors.
- [Langdock Integrationen Leitfaden](https://www.devolute.org/de/themen/open-source/langdock-integrationen-mcp-api-unternehmen-leitfaden.md): MCP, Integrations-API und Architekturmuster.
- [Langdock vs ChatGPT Enterprise vs Copilot vs Open WebUI](https://www.devolute.org/de/themen/open-source/langdock-vs-chatgpt-enterprise-vs-copilot-vs-open-webui-de.md): Vergleich von Enterprise-KI-Workspaces.
- [Nextcloud Enterprise Beratung](https://www.devolute.org/de/agentur/nextcloud-agentur-beratung-integration-enterprise.md): Self-hosted Kollaboration, Keycloak, OpenProject, KI-Add-ons.
- [Nextcloud Enterprise Integrationen](https://www.devolute.org/de/themen/open-source/nextcloud-enterprise-integrationen-keycloak-openproject-ki.md): Identity-, Projekt- und KI-Integrationsmuster.
- [Nextcloud vs Microsoft 365 vs Google Workspace](https://www.devolute.org/de/themen/open-source/nextcloud-vs-microsoft-365-vs-google-workspace-de.md): Vergleich souveräner Kollaborations-Stacks.
- [Coolify Self-hosted PaaS Beratung](https://www.devolute.org/de/agentur/coolify-agentur-beratung-self-hosted-paas.md): Coolify für produktive Workloads betreiben.
- [Beste Self-hosted Apps auf Coolify](https://www.devolute.org/de/themen/open-source/beste-self-hosted-apps-auf-coolify-deployen.md): Hochwertige Apps und Deployment-Muster.
- [Coolify vs Dokploy vs CapRover vs Vercel](https://www.devolute.org/de/themen/open-source/coolify-vs-dokploy-vs-caprover-vs-vercel-de.md): Vergleich self-hosted PaaS-Optionen.

## Proof and editorial (EN)

- [Case studies](https://www.devolute.org/en/case-studies.md): Selected client and delivery examples.
- [Insights index](https://www.devolute.org/en/insights.md): Editorial and knowledge content.
- [AI developer team best practices](https://www.devolute.org/en/insights/ai-developer-team-claude-cursor-best-practices.md): AI-assisted software team practices.
- [SHACL blockchain research note](https://www.devolute.org/en/insights/open-source/shacl-blockchain-transactions-research-note.md): SHACL applied to on-chain transaction validation research.

## Fallstudien, Themen und Insights (DE)

- [Fallstudien](https://www.devolute.org/de/fallstudien.md): Ausgewählte Kunden- und Projektbeispiele.
- [Themen-Übersicht](https://www.devolute.org/de/themen.md): Redaktionelle Artikel und Wissensinhalte.
- [KI-Entwicklerteam Best Practices](https://www.devolute.org/de/themen/ki-entwicklerteam-claude-cursor-best-practices.md): Praktiken für KI-gestützte Entwicklungsteams.
- [KI, LLM und ChatGPT](https://www.devolute.org/de/agentur/ki-ai-llm-chatgpt-llama2.md): Beratung und Umsetzung zu LLMs und generativer KI.
- [SHACL Blockchain Forschungsnotiz](https://www.devolute.org/de/themen/open-source/shacl-blockchain-transaktionen-forschungsnotiz-de.md): SHACL für On-Chain-Transaktionsvalidierung.

## Contact and trust (EN)

- [Contact](https://www.devolute.org/en/contact-us.md): Primary contact for inquiries.
- [Plans and pricing](https://www.devolute.org/en/plans-and-pricing.md): Pricing and plan overview.
- [Privacy](https://www.devolute.org/en/privacy.md): Privacy and data handling.
- [Imprint](https://www.devolute.org/en/imprint.md): Legal disclosure.

## Kontakt und Rechtliches (DE)

- [Kontakt](https://www.devolute.org/de/kontakt.md): Anfragen und Erstgespräch.
- [Pläne und Preise](https://www.devolute.org/de/plaene-und-preise.md): Preis- und Leistungsübersicht.
- [Datenschutz](https://www.devolute.org/de/datenschutz.md): Datenschutz und Datenverarbeitung.
- [Impressum](https://www.devolute.org/de/impressum.md): Anbieterkennzeichnung.

## Optional

- [Full agent index (llms-full.txt)](https://www.devolute.org/llms-full.txt): Every page and insight as a markdown link.
- [Newsletter (EN)](https://www.devolute.org/en/newsletter.md): Newsletter signup.
- [Newsletter (DE)](https://www.devolute.org/de/newsletter.md): Newsletter-Anmeldung.
- [LLM agents best practices (EN)](https://www.devolute.org/en/insights/open-source/llm-agents-orchestration-best-practices.md): Agent orchestration patterns.
- [LLM-Agenten Best Practices (DE)](https://www.devolute.org/de/themen/open-source/llm-agenten-orchestrierung-best-practices.md): Orchestrierung von Agenten-Systemen.
- [Analytics BI best practices (EN)](https://www.devolute.org/en/insights/open-source/open-source-analytics-bi-best-practices.md): Open-source analytics stack decisions.
- [Analytics BI Best Practices (DE)](https://www.devolute.org/de/themen/open-source/open-source-analytics-bi-best-practices.md): Open-Source-Analytics und BI-Entscheidungen.
- [Geospatial best practices (EN)](https://www.devolute.org/en/insights/open-source/geospatial-postgis-deck-gl-best-practices.md): PostGIS and deck.gl production patterns.
- [Geodaten Best Practices (DE)](https://www.devolute.org/de/themen/open-source/geospatial-postgis-deck-gl-best-practices.md): PostGIS und deck.gl in Produktion.
- [SSO and collaboration best practices (EN)](https://www.devolute.org/en/insights/open-source/sso-sovereign-collaboration-best-practices.md): Sovereign collaboration stack.
- [SSO und Kollaboration Best Practices (DE)](https://www.devolute.org/de/themen/open-source/sso-souveraene-kollaboration-best-practices.md): Souveräner Kollaborations-Stack.