{"id":9699,"date":"2026-09-27T09:27:54","date_gmt":"2026-09-27T07:27:54","guid":{"rendered":"https:\/\/bicon.li\/?p=9699"},"modified":"2026-09-27T09:55:04","modified_gmt":"2026-09-27T07:55:04","slug":"wenn-governance-zum-neuen-bottleneck-wird","status":"publish","type":"post","link":"https:\/\/bicon.li\/en\/2026\/09\/27\/wenn-governance-zum-neuen-bottleneck-wird\/","title":{"rendered":"Wenn Governance zum neuen Bottleneck wird"},"content":{"rendered":"
\n

AI-Agents ver\u00e4ndern nicht nur, wie Software entwickelt wird. Sie ver\u00e4ndern auch, wie Softwareentwicklung gesteuert und kontrolliert werden muss. Denn wenn Entwicklung pl\u00f6tzlich um ein Vielfaches schneller wird, kann Governance nicht im alten Takt weiterarbeiten.<\/p>\n<\/blockquote>\n\n\n\n

In den vergangenen sechs Monaten habe ich mich sehr intensiv mit AI-gest\u00fctzter Softwareentwicklung besch\u00e4ftigt und mehrere umfangreiche Systeme weitgehend mit AI-Agents entwickelt. Gleichzeitig habe ich diese Systeme tiefgehenden Code-, Architektur- und Security-Reviews sowie umfangreichen automatisierten Tests unterzogen.<\/p>\n\n\n\n

Dabei zeigt sich f\u00fcr mich immer deutlicher: Agentic Software Development ben\u00f6tigt eine andere Form von Governance.<\/p>\n\n\n\n

Geschwindigkeit ver\u00e4ndert Governance<\/h3>\n\n\n\n

AI-Agents k\u00f6nnen heute innerhalb weniger Minuten Code erstellen, bestehende Komponenten analysieren, Refactorings durchf\u00fchren, Tests schreiben, Dokumentation aktualisieren und Fehler beheben. Entwicklungsschritte, die fr\u00fcher Tage beanspruchten, k\u00f6nnen damit teilweise innerhalb von Stunden stattfinden.<\/p>\n\n\n\n

Wenn Security Reviews, Architekturpr\u00fcfungen, Qualit\u00e4tskontrollen oder Freigaben anschliessend weiterhin Tage oder Wochen ben\u00f6tigen, entsteht allerdings ein neuer Engpass.<\/p>\n\n\n\n

Der Bottleneck verschiebt sich von der Entwicklung zur Governance.<\/p>\n\n\n\n

Die Antwort darauf kann nicht darin bestehen, auf Kontrollen zu verzichten. Im Gegenteil: Wenn wesentlich mehr Code in wesentlich k\u00fcrzerer Zeit entsteht, werden Qualit\u00e4tssicherung, Security und Nachvollziehbarkeit noch wichtiger.<\/p>\n\n\n\n

\n

Governance muss deshalb selbst schneller und st\u00e4rker automatisiert werden.<\/p>\n<\/blockquote>\n\n\n\n

Von periodischer Kontrolle zu Continuous Governance<\/h3>\n\n\n\n

Viele Kontrollen m\u00fcssen k\u00fcnftig direkt in den Entwicklungsprozess integriert sein. Automatisierte Tests, Security Scans, Dependency Checks, serverseitige Validierung, Berechtigungspr\u00fcfungen, Architekturregeln oder CI\/CD Controls d\u00fcrfen nicht erst am Ende eines Entwicklungszyklus stattfinden.<\/p>\n\n\n\n

Sie m\u00fcssen m\u00f6glichst mit jeder relevanten \u00c4nderung ausgef\u00fchrt werden.<\/p>\n\n\n\n

Damit ver\u00e4ndert sich das Governance-Modell grundlegend: von periodischen Reviews hin zu Continuous Governance.<\/p>\n\n\n\n

Das Ziel ist nicht weniger Kontrolle, sondern eine Kontrolle, die mit der Geschwindigkeit der Entwicklung Schritt halten kann.<\/p>\n\n\n\n

Guardrails statt Mikromanagement<\/h3>\n\n\n\n

Gleichzeitig ver\u00e4ndert sich die Rolle des Menschen. Bei hoher Entwicklungsgeschwindigkeit wird es zunehmend unrealistisch, jede einzelne Codezeile manuell kontrollieren zu wollen.<\/p>\n\n\n\n

Umso wichtiger werden klare Guardrails: Welche Architekturprinzipien gelten? Welche Daten d\u00fcrfen verarbeitet werden? Welche Berechtigungen besitzt eine Komponente? Welche Security-Anforderungen m\u00fcssen erf\u00fcllt sein? Welche Tests m\u00fcssen erfolgreich sein, bevor eine \u00c4nderung produktiv werden darf?<\/p>\n\n\n\n

Der Mensch definiert den Rahmen, \u00fcberpr\u00fcft die entscheidenden Ergebnisse und bleibt accountable. Innerhalb dieses Rahmens k\u00f6nnen AI-Agents zunehmend autonom arbeiten.<\/p>\n\n\n\n

Evidence by Design<\/h3>\n\n\n\n

Ein weiterer Vorteil dieser Entwicklung wird h\u00e4ufig untersch\u00e4tzt: Automatisierte Governance kann gleichzeitig wesentlich mehr Evidenz erzeugen.<\/p>\n\n\n\n

Tests, Audit Logs, Versionshistorien, Security Checks und CI\/CD-Protokolle dokumentieren kontinuierlich, was ver\u00e4ndert, gepr\u00fcft und freigegeben wurde.<\/p>\n\n\n\n

\n

Governance wird damit vom nachgelagerten Kontrollprozess zu einem Bestandteil der Systemarchitektur.<\/p>\n<\/blockquote>\n\n\n\n

Nach meinen Erfahrungen der vergangenen Monate halte ich deshalb eine Frage f\u00fcr besonders relevant:<\/p>\n\n\n\n

Nicht: Wie wenden wir unsere bestehenden Governance-Prozesse auf AI-assisted Coding an?<\/em><\/p>\n\n\n\n

Sondern:<\/p>\n\n\n\n

\n

Wie gestalten wir Governance f\u00fcr eine Entwicklungsgeschwindigkeit, f\u00fcr die diese Prozesse nie konzipiert wurden?<\/p>\n<\/blockquote>\n\n\n\n

Denn wenn Softwareentwicklung kontinuierlich und zunehmend agentisch wird, muss auch Governance kontinuierlich werden.<\/p>\n\n\n\n

<\/p>","protected":false},"excerpt":{"rendered":"

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Sie ver\u00e4ndern ... Artikel lesen","coauthors":[],"tax_additional":{"categories":{"linked":["<a href=\"https:\/\/bicon.li\/en\/category\/artificialintelligence\/\" class=\"advgb-post-tax-term\">Artificial Intelligence<\/a>","<a href=\"https:\/\/bicon.li\/en\/category\/governance\/\" class=\"advgb-post-tax-term\">Governance<\/a>","<a href=\"https:\/\/bicon.li\/en\/category\/itstrategy\/\" class=\"advgb-post-tax-term\">IT & Daten Strategie<\/a>","<a href=\"https:\/\/bicon.li\/en\/category\/operating-model\/\" class=\"advgb-post-tax-term\">Operating Model<\/a>"],"unlinked":["<span class=\"advgb-post-tax-term\">Artificial Intelligence<\/span>","<span class=\"advgb-post-tax-term\">Governance<\/span>","<span class=\"advgb-post-tax-term\">IT & Daten Strategie<\/span>","<span class=\"advgb-post-tax-term\">Operating Model<\/span>"]},"tags":{"linked":["<a href=\"https:\/\/bicon.li\/en\/category\/operating-model\/\" class=\"advgb-post-tax-term\">AI Coding Series<\/a>","<a href=\"https:\/\/bicon.li\/en\/category\/operating-model\/\" class=\"advgb-post-tax-term\">German<\/a>"],"unlinked":["<span class=\"advgb-post-tax-term\">AI Coding Series<\/span>","<span class=\"advgb-post-tax-term\">German<\/span>"]}},"comment_count":"0","relative_dates":{"created":"Posted 14 hours ago","modified":"Updated 14 hours ago"},"absolute_dates":{"created":"Posted on 2026-09-27","modified":"Updated on 2026-09-27"},"absolute_dates_time":{"created":"Posted on 2026-09-27 9:27","modified":"Updated on 2026-09-27 9:55"},"featured_img_caption":"","series_order":"","jetpack_sharing_enabled":true,"jetpack_shortlink":"https:\/\/wp.me\/p9UXv9-2wr","jetpack-related-posts":[{"id":9365,"url":"https:\/\/bicon.li\/en\/2026\/05\/28\/ai-assisted-software-development-bei-bicon\/","url_meta":{"origin":9699,"position":0},"title":"AI Assisted Software Development mit BICon","author":"BICon","date":"2026-05-28","format":false,"excerpt":"Die Geschwindigkeit, mit der heute digitale L\u00f6sungen entwickelt werden k\u00f6nnen, ver\u00e4ndert die Softwareindustrie fundamental. Was fr\u00fcher monatelange Entwicklungsprojekte mit grossen Teams erforderte, l\u00e4sst sich heute mit modernen AI-assisted Development Ans\u00e4tzen teilweise innerhalb weniger Tage oder Wochen als funktionierender Prototyp, internes Tool oder produktionsnahes System umsetzen. 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In diesen vier Monaten habe ich mit KI-Agenten und ohne Entwicklerteam vier\u2026","rel":"","context":"In "Artificial Intelligence"","block_context":{"text":"Artificial Intelligence","link":"https:\/\/bicon.li\/en\/category\/artificialintelligence\/"},"img":{"alt_text":"","src":"https:\/\/i0.wp.com\/bicon.li\/wp-content\/uploads\/2026\/08\/Faktor10-20.png?fit=1200%2C1154&ssl=1&resize=350%2C200","width":350,"height":200,"srcset":"https:\/\/i0.wp.com\/bicon.li\/wp-content\/uploads\/2026\/08\/Faktor10-20.png?fit=1200%2C1154&ssl=1&resize=350%2C200 1x, https:\/\/i0.wp.com\/bicon.li\/wp-content\/uploads\/2026\/08\/Faktor10-20.png?fit=1200%2C1154&ssl=1&resize=525%2C300 1.5x, https:\/\/i0.wp.com\/bicon.li\/wp-content\/uploads\/2026\/08\/Faktor10-20.png?fit=1200%2C1154&ssl=1&resize=700%2C400 2x, https:\/\/i0.wp.com\/bicon.li\/wp-content\/uploads\/2026\/08\/Faktor10-20.png?fit=1200%2C1154&ssl=1&resize=1050%2C600 3x"},"classes":[]},{"id":9644,"url":"https:\/\/bicon.li\/en\/2026\/08\/27\/agentic-software-development-needs-a-new-governance-model\/","url_meta":{"origin":9699,"position":2},"title":"Agentic Software Development Needs a New Governance Model","author":"Volkmar Ritter","date":"2026-08-27","format":false,"excerpt":"For decades, software development followed a relatively clear division of labour. 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KI unterst\u00fctzt heute den gesamten Entwicklungsprozess\u2026","rel":"","context":"In "Artificial Intelligence"","block_context":{"text":"Artificial Intelligence","link":"https:\/\/bicon.li\/en\/category\/artificialintelligence\/"},"img":{"alt_text":"","src":"https:\/\/i0.wp.com\/bicon.li\/wp-content\/uploads\/2026\/09\/WR-VRi.png?fit=1122%2C895&ssl=1&resize=350%2C200","width":350,"height":200,"srcset":"https:\/\/i0.wp.com\/bicon.li\/wp-content\/uploads\/2026\/09\/WR-VRi.png?fit=1122%2C895&ssl=1&resize=350%2C200 1x, https:\/\/i0.wp.com\/bicon.li\/wp-content\/uploads\/2026\/09\/WR-VRi.png?fit=1122%2C895&ssl=1&resize=525%2C300 1.5x, https:\/\/i0.wp.com\/bicon.li\/wp-content\/uploads\/2026\/09\/WR-VRi.png?fit=1122%2C895&ssl=1&resize=700%2C400 2x, https:\/\/i0.wp.com\/bicon.li\/wp-content\/uploads\/2026\/09\/WR-VRi.png?fit=1122%2C895&ssl=1&resize=1050%2C600 3x"},"classes":[]},{"id":9677,"url":"https:\/\/bicon.li\/en\/2026\/06\/12\/der-prompt-wird-zum-produkt\/","url_meta":{"origin":9699,"position":4},"title":"Der Prompt wird zum Produkt","author":"Volkmar Ritter","date":"2026-06-12","format":false,"excerpt":"Vielen Dank an Dominik Walter Buholzer f\u00fcr den spannenden Artikel und die Einordnung meiner Experimente im Bereich des AI-assisted Software Developments. 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