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MT_Notes

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GPT-5.6 Sol Ultrafast: When Model Inference Becomes a Configurable "Speed Tier"

GPT-5.6 Sol Ultrafast: When Model Inference Becomes a Configurable "Speed Tier"

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5 min read
When GLM-5.3 Landed at Dawn: Why a Routing Layer Became the Default Choice

When GLM-5.3 Landed at Dawn: Why a Routing Layer Became the Default Choice

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6 min read
GPT-5.6 Multi-Agent v2 Goes Live: When Agents Start Picking Models for You, How Should Your API Routing Layer Adapt?

GPT-5.6 Multi-Agent v2 Goes Live: When Agents Start Picking Models for You, How Should Your API Routing Layer Adapt?

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6 min read
The Model Became a Plugin. The Bill Didn't.

The Model Became a Plugin. The Bill Didn't.

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6 min read
Stripe Bets $7B on Multi-Model Routing as DeepSeek Peak-Valley Pricing Takes Effect: Why API Gateways Are Worth It

Stripe Bets $7B on Multi-Model Routing as DeepSeek Peak-Valley Pricing Takes Effect: Why API Gateways Are Worth It

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7 min read
Your Code Didn't Change, but the Model Did: DeepSeek Silently Ships V4 Pro 0813, and Endpoint Aliases Become a Hidden Risk for Agent Pipelines

Your Code Didn't Change, but the Model Did: DeepSeek Silently Ships V4 Pro 0813, and Endpoint Aliases Become a Hidden Risk for Agent Pipelines

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5 min read
NVIDIA Just Open-Sourced Model Routing: Switchyard Moves Into the Agent Loop, and "One Model Per Step" Becomes the New Default

NVIDIA Just Open-Sourced Model Routing: Switchyard Moves Into the Agent Loop, and "One Model Per Step" Becomes the New Default

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4 min read
Meta Goes Open Again: Muse Glimmer 30B Runs an Always-On Agent on One Consumer GPU, Redrawing the Local/Cloud Boundary

Meta Goes Open Again: Muse Glimmer 30B Runs an Always-On Agent on One Consumer GPU, Redrawing the Local/Cloud Boundary

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4 min read
One Model Swallows the Whole Voice Pipeline? NVIDIA Open-Sources VoiceChat 11B: 448ms Turn-Taking, Tool Calls Mid-Conversation

One Model Swallows the Whole Voice Pipeline? NVIDIA Open-Sources VoiceChat 11B: 448ms Turn-Taking, Tool Calls Mid-Conversation

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4 min read
DeepSeek Announces a "Substantial Across-the-Board Price Hike": The One-Way Price-Drop Era Is Over, and API Cost Engineering Is Now a Core Skill

DeepSeek Announces a "Substantial Across-the-Board Price Hike": The One-Way Price-Drop Era Is Over, and API Cost Engineering Is Now a Core Skill

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4 min read
Meta Joins the Coding-Agent War with Muse Code: Four First-Party Stacks, and Less Choice for Developers?

Meta Joins the Coding-Agent War with Muse Code: Four First-Party Stacks, and Less Choice for Developers?

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4 min read
Build a Personal Knowledge Base with Claude / GPT‑4o: From Zero to Production

Build a Personal Knowledge Base with Claude / GPT‑4o: From Zero to Production

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5 min read
From Sakana Fugu to Server‑Side Fallback, Multi‑Model Orchestration Is Reshaping the API‑Calling Paradigm

From Sakana Fugu to Server‑Side Fallback, Multi‑Model Orchestration Is Reshaping the API‑Calling Paradigm

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4 min read
Three Hits in One Week: Luna Down 80%, Kimi K3 Open-Sourced, Reasoning Speed Tiered — the Price War Is Rewriting Multi-Model Architecture

Three Hits in One Week: Luna Down 80%, Kimi K3 Open-Sourced, Reasoning Speed Tiered — the Price War Is Rewriting Multi-Model Architecture

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6 min read
Qwen3.8-Max Launches: When One Model Speaks Both "Dialects" of OpenAI and Anthropic, How Should Multi-Model Architecture Be Written?

Qwen3.8-Max Launches: When One Model Speaks Both "Dialects" of OpenAI and Anthropic, How Should Multi-Model Architecture Be Written?

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5 min read
Stripe's $10B OpenRouter Deal and Together AI's $8.3B Raise: The Golden Age of AI Model Gateways

Stripe's $10B OpenRouter Deal and Together AI's $8.3B Raise: The Golden Age of AI Model Gateways

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4 min read
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