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Our agent said "done" on 15% of tasks while the provider was failing

Our agent said "done" on 15% of tasks while the provider was failing

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Comments 11
7 min read
The Real Economics of Running Claude Code Agents in Production

The Real Economics of Running Claude Code Agents in Production

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13 min read
AGI Definition, So You Don't Get Tricked Anymore

AGI Definition, So You Don't Get Tricked Anymore

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3 min read
Multi-Reward RL, Part 2: Benchmarking GRPO, DAPO, and CISPO on Unseen Tasks

Multi-Reward RL, Part 2: Benchmarking GRPO, DAPO, and CISPO on Unseen Tasks

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11 min read
It Looked Finished on Day One

It Looked Finished on Day One

Comments 2
8 min read
The Meter Is Running on Every Request

The Meter Is Running on Every Request

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2 min read
Run Claude Code on MiniMax-M3 with a 1M context for about $0.30 per million input tokens

Run Claude Code on MiniMax-M3 with a 1M context for about $0.30 per million input tokens

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5 min read
Claude Fable 5.1: o que muda de verdade no topo da linha da Anthropic

Claude Fable 5.1: o que muda de verdade no topo da linha da Anthropic

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3 min read
LLM Inference Optimization: Techniques for Faster and Cheaper AI

LLM Inference Optimization: Techniques for Faster and Cheaper AI

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2 min read
Let the LLM be the author, not a scripted text formatter

Let the LLM be the author, not a scripted text formatter

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1 min read
Do LLMs Invent Japanese Law Articles? A Bilingual Benchmark

Do LLMs Invent Japanese Law Articles? A Bilingual Benchmark

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4 min read
A RAG chatbot on your company knowledge base: what it is and when it pays off

A RAG chatbot on your company knowledge base: what it is and when it pays off

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5 min read
Spec-Driven Development (SDD): De la improvisaciĂłn a la ingenierĂ­a con agentes de IA

Spec-Driven Development (SDD): De la improvisaciĂłn a la ingenierĂ­a con agentes de IA

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8 min read
Gemini 4 Argon: What's New, What It Costs, and Whether to Switch

Gemini 4 Argon: What's New, What It Costs, and Whether to Switch

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7 min read
Practice RAG Retrieval Metrics Offline — A Tiny Stdlib Eval Loop (Synthetic Data)

Practice RAG Retrieval Metrics Offline — A Tiny Stdlib Eval Loop (Synthetic Data)

Comments 2
5 min read
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