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# llm

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Your LLM Got Quietly Dumber Last Week. Your Dashboards Have No Idea.

Your LLM Got Quietly Dumber Last Week. Your Dashboards Have No Idea.

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5 min read
Researchers Just Made AI 100x More Energy-Efficient. The Method Is What You Should Be Watching.

Researchers Just Made AI 100x More Energy-Efficient. The Method Is What You Should Be Watching.

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5 min read
OpenAI Just Raised $122 Billion at an $852B Valuation. Here's What It Actually Means for the Stack You Ship.

OpenAI Just Raised $122 Billion at an $852B Valuation. Here's What It Actually Means for the Stack You Ship.

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5 min read
Your Vector Database Is Not a Search Engine. Here's Why That's Killing Your RAG.

Your Vector Database Is Not a Search Engine. Here's Why That's Killing Your RAG.

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9 min read
The $47,000 Agent Loop: What Observability Would Have Caught on Day One

The $47,000 Agent Loop: What Observability Would Have Caught on Day One

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5 min read
From $50K/Year of Datadog to $0/Year of Self-Hosted Observability: The Migration Every Team Is Doing in 2026

From $50K/Year of Datadog to $0/Year of Self-Hosted Observability: The Migration Every Team Is Doing in 2026

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10 min read
Prompt Engineering Is Mostly Dead in 2026. Here's What Replaced It.

Prompt Engineering Is Mostly Dead in 2026. Here's What Replaced It.

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8 min read
The AI bill that made me build TokenBar

The AI bill that made me build TokenBar

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2 min read
Claude Opus 4.7 y el principio del fin de la abundancia en IA

Claude Opus 4.7 y el principio del fin de la abundancia en IA

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9 min read
I Prompted 5 Frontier LLMs to “Report Uncertainty” Here’s What Happened to Their Statistical Validity Scores

I Prompted 5 Frontier LLMs to “Report Uncertainty” Here’s What Happened to Their Statistical Validity Scores

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2 min read
The White House Just Dropped a National AI Policy Framework. Here's What Every AI-Shipping Team Needs to Know.

The White House Just Dropped a National AI Policy Framework. Here's What Every AI-Shipping Team Needs to Know.

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6 min read
Why We Chose Smrti Over Mem0: The Deep Bet Behind Our AI Companion

Why We Chose Smrti Over Mem0: The Deep Bet Behind Our AI Companion

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6 min read
How to Run a 35B Parameter Model on Your Laptop Without Melting It

How to Run a 35B Parameter Model on Your Laptop Without Melting It

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5 min read
We built traceAI, an open-source tool for tracing LLM calls in production

We built traceAI, an open-source tool for tracing LLM calls in production

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1 min read
Claude's default teaching shape has no return: the 5-node loop that fixes it

Claude's default teaching shape has no return: the 5-node loop that fixes it

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6 min read
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