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# llm

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Nemotron 3 Ultra went live June 4. Here's the call that works.

Nemotron 3 Ultra went live June 4. Here's the call that works.

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7 min read
I Ran Five Small Multimodal Models on a Jetson. The Fastest One Was Not the Best Baseline.

I Ran Five Small Multimodal Models on a Jetson. The Fastest One Was Not the Best Baseline.

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3 min read
Building a Multi-Step AI Pipeline with Automatic Retry Logic

Building a Multi-Step AI Pipeline with Automatic Retry Logic

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5 min read
The context your agents don't have

The context your agents don't have

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1 min read
Is AI Getting Quietly Dumber? A 24/7 Benchmark That Catches LLM Degradation

Is AI Getting Quietly Dumber? A 24/7 Benchmark That Catches LLM Degradation

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6 min read
I built a Homebrew for AI skills: install flow and eval harness inside

I built a Homebrew for AI skills: install flow and eval harness inside

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8 min read
Stop telling your RAG bot not to hallucinate. Make it impossible.

Stop telling your RAG bot not to hallucinate. Make it impossible.

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4 min read
Two months building an investment bot. What it taught me about LLMs

Two months building an investment bot. What it taught me about LLMs

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17 min read
Prompts Aren't Enough: Enforcing Hard Constraints on LLM Output

Prompts Aren't Enough: Enforcing Hard Constraints on LLM Output

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4 min read
I put 6 LLM guardrail tools inline and measured what they cost me. Here is the latency-vs-recall tradeoff.

I put 6 LLM guardrail tools inline and measured what they cost me. Here is the latency-vs-recall tradeoff.

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3 min read
Top 10 Prompt Engineering Concepts Every AI Developer Should Master in 2026 !🚀

Top 10 Prompt Engineering Concepts Every AI Developer Should Master in 2026 !🚀

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1 min read
LLM Prompt Injection & Guardrail Security

LLM Prompt Injection & Guardrail Security

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5 min read
What is your cutoff for killing a bad Codex run?

What is your cutoff for killing a bad Codex run?

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1 min read
Tokens, Context, and Why Small AI Tasks Aren't Cheap

Tokens, Context, and Why Small AI Tasks Aren't Cheap

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4 min read
Nvidia H100 and GPU Pricing 2026: Buy, Rent, and Cloud Costs Explained

Nvidia H100 and GPU Pricing 2026: Buy, Rent, and Cloud Costs Explained

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5 min read
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