How to build reliable AI-powered developer workflows
AI agents can summarize and automate but without platform standards, their impact is unpredictable.
In this session, we’ll explore how to deliver secure, predictable, and repeatable developer experiences using AI-powered interactions grounded in golden paths and reference architectures..
In this hands-on session, you will:
• Explore the concept of predictable golden paths for Internal Developer Platforms
• Learn how to shrink wrap MCP server capabilities and automation practices into a repeatable, reliable developer workflow
• Use a chatbot-like interface inside your IDE (based on Canyon) to guide developers through dynamic, tutorial-style interactions
To support this, we’ll introduce an adopted reference architecture and show why platform standards are essential for stable and hallucination-free AI. You’ll also hear about common challenges teams face when introducing these patterns and how to overcome them.
• Explore the concept of predictable golden paths for Internal Developer Platforms
• Learn how to shrink wrap MCP server capabilities and automation practices into a repeatable, reliable developer workflow
• Use a chatbot-like interface inside your IDE (based on Canyon) to guide developers through dynamic, tutorial-style interactions
To support this, we’ll introduce an adopted reference architecture and show why platform standards are essential for stable and hallucination-free AI. You’ll also hear about common challenges teams face when introducing these patterns and how to overcome them.
How to build reliable AI-powered developer workflows
AI agents can summarize and automate but without platform standards, their impact is unpredictable.
In this session, we’ll explore how to deliver secure, predictable, and repeatable developer experiences using AI-powered interactions grounded in golden paths and reference architectures..
Panelist

Panelist

Panelist

Moderator

Clemens Jütte
Platform Architect, Humanitec
In this hands-on session, you will:
• Explore the concept of predictable golden paths for Internal Developer Platforms
• Learn how to shrink wrap MCP server capabilities and automation practices into a repeatable, reliable developer workflow
• Use a chatbot-like interface inside your IDE (based on Canyon) to guide developers through dynamic, tutorial-style interactions
To support this, we’ll introduce an adopted reference architecture and show why platform standards are essential for stable and hallucination-free AI. You’ll also hear about common challenges teams face when introducing these patterns and how to overcome them.
• Explore the concept of predictable golden paths for Internal Developer Platforms
• Learn how to shrink wrap MCP server capabilities and automation practices into a repeatable, reliable developer workflow
• Use a chatbot-like interface inside your IDE (based on Canyon) to guide developers through dynamic, tutorial-style interactions
To support this, we’ll introduce an adopted reference architecture and show why platform standards are essential for stable and hallucination-free AI. You’ll also hear about common challenges teams face when introducing these patterns and how to overcome them.
How to build reliable AI-powered developer workflows
AI agents can summarize and automate but without platform standards, their impact is unpredictable.
In this session, we’ll explore how to deliver secure, predictable, and repeatable developer experiences using AI-powered interactions grounded in golden paths and reference architectures..
In this hands-on session, you will:
• Explore the concept of predictable golden paths for Internal Developer Platforms
• Learn how to shrink wrap MCP server capabilities and automation practices into a repeatable, reliable developer workflow
• Use a chatbot-like interface inside your IDE (based on Canyon) to guide developers through dynamic, tutorial-style interactions
To support this, we’ll introduce an adopted reference architecture and show why platform standards are essential for stable and hallucination-free AI. You’ll also hear about common challenges teams face when introducing these patterns and how to overcome them.
• Explore the concept of predictable golden paths for Internal Developer Platforms
• Learn how to shrink wrap MCP server capabilities and automation practices into a repeatable, reliable developer workflow
• Use a chatbot-like interface inside your IDE (based on Canyon) to guide developers through dynamic, tutorial-style interactions
To support this, we’ll introduce an adopted reference architecture and show why platform standards are essential for stable and hallucination-free AI. You’ll also hear about common challenges teams face when introducing these patterns and how to overcome them.
How to build reliable AI-powered developer workflows
AI agents can summarize and automate but without platform standards, their impact is unpredictable.
In this session, we’ll explore how to deliver secure, predictable, and repeatable developer experiences using AI-powered interactions grounded in golden paths and reference architectures..
Panelist

Panelist

Panelist

Host

Clemens Jütte
Platform Architect, Humanitec
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