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How Structured Outputs Actually Work: Grammar-Constrained Decoding and Logit Masking Under the Hood

How Structured Outputs Actually Work: Grammar-Constrained Decoding and Logit Masking Under the Hood

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7 min read
Beyond the Green Test: A Pragmatic Framework for Evaluating AI Code Quality

Beyond the Green Test: A Pragmatic Framework for Evaluating AI Code Quality

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4 min read
What Is Rules as Code, With a Runnable Example

What Is Rules as Code, With a Runnable Example

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8 min read
The Law Has Unit Tests

The Law Has Unit Tests

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7 min read
How I built a time-travel debugger for LLM agents on Burr, and what "replay the unchanged branch and prove nothing changed" actually takes.

How I built a time-travel debugger for LLM agents on Burr, and what "replay the unchanged branch and prove nothing changed" actually takes.

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8 min read
From Agent Protocols to Semantic Agent Runtimes

From Agent Protocols to Semantic Agent Runtimes

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11 min read
What Makes Something Worth Understanding?

What Makes Something Worth Understanding?

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4 min read
Qué es la cadena de custodia digital (y qué tiene que hacer tu software)

Qué es la cadena de custodia digital (y qué tiene que hacer tu software)

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2 min read
Sellado de tiempo: cĂłmo fechar una evidencia digital para que nadie discuta la fecha

Sellado de tiempo: cĂłmo fechar una evidencia digital para que nadie discuta la fecha

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2 min read
Dos Protocolos de Agentes aos Runtimes Semânticos

Dos Protocolos de Agentes aos Runtimes Semânticos

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12 min read
Rust Is Becoming the Engine Behind Python’s Modern Tooling

Rust Is Becoming the Engine Behind Python’s Modern Tooling

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9 min read
Ten findings, ten answers — publishing the audit of our own black box

External audit exposes line numbers and fixes

Ten findings, ten answers — publishing the audit of our own black box

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6 min read
An Optional Property Isn't the Same as undefined

An Optional Property Isn't the Same as undefined

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3 min read
Anthropic Revela Claude Mythos 5.1: Raciocínio Formal Verificado, Provas Matemáticas em Lean 4, MCP 2.0 Mesh e o Confronto com G

Anthropic Revela Claude Mythos 5.1: Raciocínio Formal Verificado, Provas Matemáticas em Lean 4, MCP 2.0 Mesh e o Confronto com G

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12 min read
Everything that breaks once you stop watching the screen

Everything that breaks once you stop watching the screen

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5 min read
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