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How Markus Builds AI Teams That Actually Ship — Not Just Chat

How Markus Builds AI Teams That Actually Ship — Not Just Chat

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5 min read
Bootstrap confidence intervals for your LLM eval metrics

Bootstrap confidence intervals for your LLM eval metrics

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4 min read
One API Key for GPT, Claude, Gemini, and Qwen: A Practical Guide to OpenAI-Compatible Model Routing

One API Key for GPT, Claude, Gemini, and Qwen: A Practical Guide to OpenAI-Compatible Model Routing

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5 min read
Meet Deliberation: 400+ models is easy, knowing which ones earn a place is hard.

Meet Deliberation: 400+ models is easy, knowing which ones earn a place is hard.

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11 min read
Claude Fable 5 (Mythos-Class) for Polymarket Trading Bots: The Long-Context Agentic Leap Developers Needed

Claude Fable 5 (Mythos-Class) for Polymarket Trading Bots: The Long-Context Agentic Leap Developers Needed

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2 min read
[Open-Source LLM Agent #2] Streaming a LangGraph Agent as OpenAI-Compatible SSE (with a Thinking Panel)

[Open-Source LLM Agent #2] Streaming a LangGraph Agent as OpenAI-Compatible SSE (with a Thinking Panel)

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5 min read
RAG in production: the failure modes nobody warns you about

RAG in production: the failure modes nobody warns you about

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3 min read
Complex AI frameworks need acceptance-ready context packs, not longer prompts

Complex AI frameworks need acceptance-ready context packs, not longer prompts

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3 min read
MCP Security: The Risks of Model Context Protocol and How to Govern It (2026)

MCP Security: The Risks of Model Context Protocol and How to Govern It (2026)

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6 min read
I built PromptLens — a free, local-first LLM prompt evaluation tool (open source, looking for contributors)

I built PromptLens — a free, local-first LLM prompt evaluation tool (open source, looking for contributors)

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1 min read
MCP After Year One — Six Design Lessons the Industry Is Still Learning

MCP After Year One — Six Design Lessons the Industry Is Still Learning

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8 min read
Stop Running LLM Workloads on Vanilla Kubernetes

Stop Running LLM Workloads on Vanilla Kubernetes

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4 min read
The Agentic Harness: How to Build AI Agents in Production

The Agentic Harness: How to Build AI Agents in Production

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12 min read
I burned my Anthropic org cap and waited 3 days. Then I built llmfleet.

I burned my Anthropic org cap and waited 3 days. Then I built llmfleet.

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4 min read
The prompt your SDK sends is not the prompt you wrote

The prompt your SDK sends is not the prompt you wrote

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3 min read
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