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# llm

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Type-safe LLM prompts in Rust: catching prompt bugs before they happen

Type-safe LLM prompts in Rust: catching prompt bugs before they happen

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Comments
3 min read
Re-evaluating the ROI of GLM-5.1 Pro After a Massive Price Hike to $680

Re-evaluating the ROI of GLM-5.1 Pro After a Massive Price Hike to $680

Comments 2
1 min read
AI Can Lie. And You Can't Tell.

AI Can Lie. And You Can't Tell.

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4 min read
Reducing LLM Cost and Latency Using Semantic Caching

Reducing LLM Cost and Latency Using Semantic Caching

Comments 3
5 min read
I caught Claude Sonnet 4 inventing facts about a fake tool

I caught Claude Sonnet 4 inventing facts about a fake tool

Comments
9 min read
Claude Designed Its Own Rule System — A Public Experiment

Claude Designed Its Own Rule System — A Public Experiment

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Comments 1
4 min read
Qwen3.5 rodando localmente: super rápido e com ótima qualidade

Qwen3.5 rodando localmente: super rápido e com ótima qualidade

Comments
2 min read
I Built a Benchmark That Proves Most LLM Agents Are Statistically Blind And Why That Costs Companies Real Money

I Built a Benchmark That Proves Most LLM Agents Are Statistically Blind And Why That Costs Companies Real Money

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3 min read
The Great LLM Inference Engine Showdown: vLLM vs TGI vs TensorRT-LLM vs SGLang vs llama.cpp vs Ollama

The Great LLM Inference Engine Showdown: vLLM vs TGI vs TensorRT-LLM vs SGLang vs llama.cpp vs Ollama

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10 min read
How We Use Gherkin, Envelopes, and Schemas to Shape Agent Behavior

Behavioral science over ignored rule lists

How We Use Gherkin, Envelopes, and Schemas to Shape Agent Behavior

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7 min read
Running AI in the Browser with Gemma 4 (No API, No Server)

Running AI in the Browser with Gemma 4 (No API, No Server)

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2 min read
The Evolution of Developer Tunnels: Bridging Local AI Experiments to the Cloud

The Evolution of Developer Tunnels: Bridging Local AI Experiments to the Cloud

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9 min read
JGuardrails: Production-Ready Safety Rails for Java LLM Applications

JGuardrails: Production-Ready Safety Rails for Java LLM Applications

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14 min read
I built a constitution for AI agents — budgets, permissions, and audits enforced before execution

I built a constitution for AI agents — budgets, permissions, and audits enforced before execution

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2 min read
The Model Isn't the Bottleneck — Your Prompt Structure Is

The Model Isn't the Bottleneck — Your Prompt Structure Is

Comments
3 min read
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