Andreas Belitz
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All AI Engineering LLM Patterns Career & Thinking 3D Printing & Making Infrastructure Tools & Workflow
The scaffolding is the product
Apr 2, 2026 · 10 min read · AI Engineering

The scaffolding is the product

Anthropic accidentally published 512,000 lines of Claude Code's source. The interesting part isn't the model — it's the context management plumbing around it.

context-management claude-code agents architecture enterprise-ai
Context is the new automation layer
Mar 28, 2026 · 9 min read · AI Engineering

Context is the new automation layer

Business automation used to stall where the easy stuff ended and the judgment calls began. That's changing — not because AI replaces workflow tools, but because the people who unde...

context-management automation business-ai agents workflows
The context wars: how Gemini, ChatGPT, Claude and Grok manage agent memory in 2026
Mar 22, 2026 · 14 min read · AI Engineering

The context wars: how Gemini, ChatGPT, Claude and Grok manage agent memory in 2026

I've spent months building context management patterns by hand. Here's how the four major platforms are solving the same problems at the infrastructure level — and what it means fo...

context-management agents memory gemini claude chatgpt grok caching
Custodians of context: how our roles must evolve in the AI era
Mar 12, 2026 · 10 min read · AI Engineering

Custodians of context: how our roles must evolve in the AI era

I've been writing about context management at the individual and team level. This post zooms out: if context is the real bottleneck in AI, who owns it across an organization — and...

context-management program-management ai-tools enterprise-ai architecture
Separation of concerns in AI agent teams: lessons from multi-disciplinary delivery (and where they break)
Mar 3, 2026 · 14 min read · AI Engineering

Separation of concerns in AI agent teams: lessons from multi-disciplinary delivery (and where they break)

We've been solving the 'too complex for one person' problem for decades in program delivery. Now some team members are language models — and the coordination overhead is measured i...

agents program-management context-management architecture governance
The recipe app I couldn't build six years ago
Feb 28, 2026 · 8 min read · AI Engineering

The recipe app I couldn't build six years ago

Six years ago I helped a CPG company dream up a smart meal planner. We never shipped it. This year, my wife and I built it — and we use it every week.

agents context-management claude-code side-project production

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