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# llm

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How I use premortems with Claude and Codex

How I use premortems with Claude and Codex

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5 min read
My AI agent got dumber mid-session. I measured the context window before blaming MCP.

My AI agent got dumber mid-session. I measured the context window before blaming MCP.

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4 min read
The Slot-Machine Was the Point

The Slot-Machine Was the Point

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7 min read
The knowledge-authority layer: what your agents can't get from the outside

The knowledge-authority layer: what your agents can't get from the outside

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3 min read
Determinism as a feature: when to let your agent call a math API instead of reasoning

Determinism as a feature: when to let your agent call a math API instead of reasoning

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2 min read
AIchain Tools: Search, Conversion, Embeddings

AIchain Tools: Search, Conversion, Embeddings

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6 min read
Benchmarking LLMs for Coding in 2026: A Practical Guide

Benchmarking LLMs for Coding in 2026: A Practical Guide

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3 min read
When Your AI Agent Goes Silent: The Failure Patterns Most Developers Miss

When Your AI Agent Goes Silent: The Failure Patterns Most Developers Miss

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5 min read
I Built the Easiest Way for Your AI Agent to Get a Phone Number (AgentLine)

I Built the Easiest Way for Your AI Agent to Get a Phone Number (AgentLine)

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4 min read
Unlocking Local LLM Power with Ollama: A Practical Guide

Unlocking Local LLM Power with Ollama: A Practical Guide

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3 min read
Compiling the Process, Not the Code: a machine-checked workflow for coding agents

Compiling the Process, Not the Code: a machine-checked workflow for coding agents

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10 min read
Microsoft FastContext: a Repo-Explorer Subagent Cuts Coding-Agent Tokens 60%: Explorer-Subagent Context Offloading

Microsoft FastContext: a Repo-Explorer Subagent Cuts Coding-Agent Tokens 60%: Explorer-Subagent Context Offloading

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7 min read
Claude AI da Anthropic: Conheça os Diferenciais Que Destacam Este Modelo [PT-BR]

Claude AI da Anthropic: Conheça os Diferenciais Que Destacam Este Modelo [PT-BR]

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4 min read
Batch Processing vs Real-Time Inference: When to Use Each for Image Generation

Batch Processing vs Real-Time Inference: When to Use Each for Image Generation

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6 min read
Engenharia de Prompts para Massa de Dados: Escalando Testes com Cobertura e Sem Duplicidade utilizando LLMs

Engenharia de Prompts para Massa de Dados: Escalando Testes com Cobertura e Sem Duplicidade utilizando LLMs

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5 min read
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