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",(0,n.jsxDEV)(e.strong,{children:"TypeScript"},void 0,!1,{fileName:"/opt/websites/aptatech.com/content/case-studies/de/_mdx_bundler_entry_point-dc8898fe-90d6-493b-b9e7-659dcfb8d13e.mdx",lineNumber:36,columnNumber:219},this)," und React erm\xF6glichten die schnelle, typsichere Entwicklung der ",(0,n.jsxDEV)(e.strong,{children:"VS Code"},void 0,!1,{fileName:"/opt/websites/aptatech.com/content/case-studies/de/_mdx_bundler_entry_point-dc8898fe-90d6-493b-b9e7-659dcfb8d13e.mdx",lineNumber:36,columnNumber:298},this),"-Plugin-Schnittstelle, w\xE4hrend ",(0,n.jsxDEV)(e.strong,{children:"FastAPI"},void 0,!1,{fileName:"/opt/websites/aptatech.com/content/case-studies/de/_mdx_bundler_entry_point-dc8898fe-90d6-493b-b9e7-659dcfb8d13e.mdx",lineNumber:36,columnNumber:340},this)," und ",(0,n.jsxDEV)(e.strong,{children:"Express.js"},void 0,!1,{fileName:"/opt/websites/aptatech.com/content/case-studies/de/_mdx_bundler_entry_point-dc8898fe-90d6-493b-b9e7-659dcfb8d13e.mdx",lineNumber:36,columnNumber:356},this)," effiziente Backend-Dienste f\xFCr die Echtzeitanalyse von Code bereitstellten. Die Hosting des feinabgestimmten ",(0,n.jsxDEV)(e.strong,{children:"Language Learning Model (LLM)"},void 0,!1,{fileName:"/opt/websites/aptatech.com/content/case-studies/de/_mdx_bundler_entry_point-dc8898fe-90d6-493b-b9e7-659dcfb8d13e.mdx",lineNumber:36,columnNumber:480},this)," in unserer ",(0,n.jsxDEV)(e.strong,{children:"Server-Isolation-Zone"},void 0,!1,{fileName:"/opt/websites/aptatech.com/content/case-studies/de/_mdx_bundler_entry_point-dc8898fe-90d6-493b-b9e7-659dcfb8d13e.mdx",lineNumber:36,columnNumber:525},this),", die durch ",(0,n.jsxDEV)(e.strong,{children:"Zero Trust Architecture"},void 0,!1,{fileName:"/opt/websites/aptatech.com/content/case-studies/de/_mdx_bundler_entry_point-dc8898fe-90d6-493b-b9e7-659dcfb8d13e.mdx",lineNumber:36,columnNumber:562},this)," gesichert ist, erm\xF6glicht eine leistungsstarke Inferenz bei gleichzeitiger Sicherstellung der vollst\xE4ndigen Datenresidenz in Singapur und Indien. ",(0,n.jsxDEV)(e.strong,{children:"Kubernetes"},void 0,!1,{fileName:"/opt/websites/aptatech.com/content/case-studies/de/_mdx_bundler_entry_point-dc8898fe-90d6-493b-b9e7-659dcfb8d13e.mdx",lineNumber:36,columnNumber:736},this)," und ",(0,n.jsxDEV)(e.strong,{children:"Docker"},void 0,!1,{fileName:"/opt/websites/aptatech.com/content/case-studies/de/_mdx_bundler_entry_point-dc8898fe-90d6-493b-b9e7-659dcfb8d13e.mdx",lineNumber:36,columnNumber:755},this)," erm\xF6glichten die skalierbare Orchestrierung \xFCber verteilte Labore hinweg, was konsistente Bereitstellungen erm\xF6glichte. Die Verwendung von ",(0,n.jsxDEV)(e.strong,{children:"Hugging Face Transformers"},void 0,!1,{fileName:"/opt/websites/aptatech.com/content/case-studies/de/_mdx_bundler_entry_point-dc8898fe-90d6-493b-b9e7-659dcfb8d13e.mdx",lineNumber:36,columnNumber:905},this)," und ",(0,n.jsxDEV)(e.strong,{children:"LangChain"},void 0,!1,{fileName:"/opt/websites/aptatech.com/content/case-studies/de/_mdx_bundler_entry_point-dc8898fe-90d6-493b-b9e7-659dcfb8d13e.mdx",lineNumber:36,columnNumber:939},this)," gab uns Flexibilit\xE4t bei der Modellanpassung ohne Vendor Lock-in, w\xE4hrend ",(0,n.jsxDEV)(e.strong,{children:"ONNX Runtime"},void 0,!1,{fileName:"/opt/websites/aptatech.com/content/case-studies/de/_mdx_bundler_entry_point-dc8898fe-90d6-493b-b9e7-659dcfb8d13e.mdx",lineNumber:36,columnNumber:1027},this)," die Inferenz \xFCber CPU- und GPU-Ressourcen hinweg optimierte. ",(0,n.jsxDEV)(e.strong,{children:"GitLab CI/CD"},void 0,!1,{fileName:"/opt/websites/aptatech.com/content/case-studies/de/_mdx_bundler_entry_point-dc8898fe-90d6-493b-b9e7-659dcfb8d13e.mdx",lineNumber:36,columnNumber:1105},this),", ",(0,n.jsxDEV)(e.strong,{children:"Prometheus"},void 0,!1,{fileName:"/opt/websites/aptatech.com/content/case-studies/de/_mdx_bundler_entry_point-dc8898fe-90d6-493b-b9e7-659dcfb8d13e.mdx",lineNumber:36,columnNumber:1123},this)," und ",(0,n.jsxDEV)(e.strong,{children:"Grafana"},void 0,!1,{fileName:"/opt/websites/aptatech.com/content/case-studies/de/_mdx_bundler_entry_point-dc8898fe-90d6-493b-b9e7-659dcfb8d13e.mdx",lineNumber:36,columnNumber:1142},this)," lieferten robuste DevOps-Integration und Observability, alles ohne externe Telemetrie, was Compliance, Leistung und langfristige Wartbarkeit sicherstellt."]},void 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Parallele Arbeitsstr\xF6me \u2014 ",(0,n.jsxDEV)(e.strong,{children:"KI/ML-Ingenieure"},void 0,!1,{fileName:"/opt/websites/aptatech.com/content/case-studies/de/_mdx_bundler_entry_point-dc8898fe-90d6-493b-b9e7-659dcfb8d13e.mdx",lineNumber:60,columnNumber:221},this),", die das auf ",(0,n.jsxDEV)(e.strong,{children:"PyTorch"},void 0,!1,{fileName:"/opt/websites/aptatech.com/content/case-studies/de/_mdx_bundler_entry_point-dc8898fe-90d6-493b-b9e7-659dcfb8d13e.mdx",lineNumber:60,columnNumber:255},this)," basierende Modell verfeinerten, ",(0,n.jsxDEV)(e.strong,{children:"Full-Stack-Entwickler"},void 0,!1,{fileName:"/opt/websites/aptatech.com/content/case-studies/de/_mdx_bundler_entry_point-dc8898fe-90d6-493b-b9e7-659dcfb8d13e.mdx",lineNumber:60,columnNumber:299},this),", die das ",(0,n.jsxDEV)(e.strong,{children:"TypeScript"},void 0,!1,{fileName:"/opt/websites/aptatech.com/content/case-studies/de/_mdx_bundler_entry_point-dc8898fe-90d6-493b-b9e7-659dcfb8d13e.mdx",lineNumber:60,columnNumber:334},this),"-Plugin bauten, und der ",(0,n.jsxDEV)(e.strong,{children:"DevOps-Ingenieur"},void 0,!1,{fileName:"/opt/websites/aptatech.com/content/case-studies/de/_mdx_bundler_entry_point-dc8898fe-90d6-493b-b9e7-659dcfb8d13e.mdx",lineNumber:60,columnNumber:372},this),", der die ",(0,n.jsxDEV)(e.strong,{children:"Kubernetes"},void 0,!1,{fileName:"/opt/websites/aptatech.com/content/case-studies/de/_mdx_bundler_entry_point-dc8898fe-90d6-493b-b9e7-659dcfb8d13e.mdx",lineNumber:60,columnNumber:402},this),"-Cluster verwaltete \u2014 erm\xF6glichten schnelle Fortschritte ohne Engp\xE4sse. Modulare Ergebnisse und definierte Technologiezust\xE4ndigkeiten sorgten f\xFCr Verantwortlichkeit und Geschwindigkeit. Experten bei Bedarf wurden an wichtigen Wendepunkten hinzugezogen, wie z.B. Sicherheitsvalidierung und ",(0,n.jsxDEV)(e.strong,{children:"Monaco Editor"},void 0,!1,{fileName:"/opt/websites/aptatech.com/content/case-studies/de/_mdx_bundler_entry_point-dc8898fe-90d6-493b-b9e7-659dcfb8d13e.mdx",lineNumber:60,columnNumber:705},this),"-Anpassung, wodurch die Tiefe ohne Overhead gew\xE4hrleistet wurde. 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Bundled license information: react/cjs/react-jsx-dev-runtime.development.js: (** * @license React * react-jsx-dev-runtime.development.js * * Copyright (c) Facebook, Inc. and its affiliates. * * This source code is licensed under the MIT license found in the * LICENSE file in the root directory of this source tree. *) */ ;return Component;