by Large Language Models (LLMs) ▪ Pragmatic use cases ▪ Demos (mostly language independent) ▪ What not NOT TO EXPECT ▪ Claude / Codex / Copilot deep dives ▪ ML & AI fundamentals AI Assisted Coding: Der Code-Editor wird zum Partner! Der Code-Editor wird zum Partner! AI Assisted Coding
Productivity & Software Quality ▪ All things .NET ▪ Microsoft MVP for .NET & Azure AI Services ▪ [email protected] ▪ https://www.thinktecture.com Sebastian Gingter Developer Consultant @ Thinktecture AG Der Code-Editor wird zum Partner! AI Assisted Coding
languages ▪ Programming languages: very simple syntax & grammar ▪ LLMs usually are trained to follow instructions Der Code-Editor wird zum Partner! AI Assisted Coding
reasoning and good code output requires using good (= large / expensive / non-local) models ▪ You want (need) Sonnet 4.5, GPT-5 (Codex), Gemini 2 Pro… Der Code-Editor wird zum Partner! AI Assisted Coding
languages ▪ Programming languages: very simple syntax & grammar ▪ LLMs usually are trained to follow instructions Der Code-Editor wird zum Partner! AI Assisted Coding
Navigator ▪ reviews on the go ▪ considers “strategic” decisions as they happen ▪ Similar to aviation: Pilot Flying & Pilot Monitoring Der Code-Editor wird zum Partner! AI Assisted Coding
CLAUDE.md, Contributing.md etc. ▪ Memory ▪ Tasks, Todos, Guidelines etc. need to be memorized ▪ Dependencies ▪ Model needs to know the APIs or else… ▪ it can / will hallucinate calls https://github.com/josix/awesome-claude-md Der Code-Editor wird zum Partner! AI Assisted Coding
a project ▪ Defines rules that must be followed always ▪ Idea: Spec-driven-development? ▪ maybe try GitHub Spec Kit https://github.com/github/spec-kit Der Code-Editor wird zum Partner! AI Assisted Coding
Playwright ▪ GitHub (issues, source) ▪ Atlassian MCP Server (Jira, Confluence) ▪ Apidog ▪ Sequential Thinking MCP Server (well… ) ▪ … Der Code-Editor wird zum Partner! AI Assisted Coding
▪ Selective context / instructions as Markdown file in a separate folder, supported by scripts (tools) where needed ▪ e.g. Awesome Thinking https://github.com/PawelGerr/ai-plugins https://docs.claude.com/en/docs/agents-and-tools/agent-skills/overview Der Code-Editor wird zum Partner! AI Assisted Coding
Sub-Task does not clutter context window of main agent ▪ Sub-Agents can be instructed much more specifically ▪ Code-Reviewer ▪ Backend- and / Frontend-Specialists ▪ Test-Engineer https://anthropic.mintlify.app/en/docs/claude-code/sub-agents Der Code-Editor wird zum Partner! AI Assisted Coding