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Magnus

Engineer at Modelflare. Writing about LLM APIs, routing, fallbacks, streaming and cost control.

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Claude Opus 5.5: Specs, Price, and Place in the Field

Claude Opus 5.5: Specs, Price, and Place in the Field

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13 min read
How to choose an AI video model for each shot type: a spec & price comparison

How to choose an AI video model for each shot type: a spec & price comparison

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6 min read
AI API Latency Metrics: TTFT, First Response, and Output Speed

AI API Latency Metrics: TTFT, First Response, and Output Speed

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7 min read
AI API Fallback Strategy: Build a Provider Failure Matrix

AI API Fallback Strategy: Build a Provider Failure Matrix

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8 min read
Structured Outputs with OpenAI-Compatible APIs: A JSON Schema Guide

Structured Outputs with OpenAI-Compatible APIs: A JSON Schema Guide

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7 min read
One Key, a Dozen-Plus Models: Switching LLMs in VS Code Chat with Modelflare

One Key, a Dozen-Plus Models: Switching LLMs in VS Code Chat with Modelflare

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7 min read
Generate Images and Videos in Claude Code with One Sentence

Generate Images and Videos in Claude Code with One Sentence

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9 min read
Function Calling: Responses API vs Chat Completions

Function Calling: Responses API vs Chat Completions

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7 min read
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