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Bruno Pedro's public notes

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Which AI models watermark their output in 2026?

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Anthropic Claud adds watermarks to AI-generated content

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Is watermarking AI-generated content impossible?

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Designing contract-bound AI agents for high-stakes execution

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Quality is meeting spec

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AI-driven SDLC makes API Design more important than ever

SDD for API Design

Today, I put together a few pieces that looked totally disconnected until now. I was reading some random article about how AI, and in particular the specification-driven development (SDD) methodology, can open software development to non-technical people. The first step of SDD is to define the specification of the software that you want to develop. (1) (1) "This isn’t about technical stacks or app…

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By classifying API operations you create a predictable map

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Being an Expert Generalist should be treated as a first-class skill, one that can be assessed and taught.

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