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  • Pair programming with AI in 2025: habits that stick
  • vLLM in 2025: the improvements that matter to LLM-serving teams
  • Microsoft's GraphRAG in enterprise: patterns that work
  • Alignment evaluation: RLHF, DPO, and recent alternatives
  • Gemma 2: Google's open model one year later

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Tag: edge

Llama 3.2 at the edge: Meta bets on small

January 15, 2025 javi
Teléfono móvil sobre mesa con interfaz de aplicación ilustrando inferencia local de Llama 3.2 en dispositivos

Meta released Llama 3.2 with models as small as 1B and 3B, specifically designed for on-device execution. A look at what they can actually do and how they compare to alternatives.

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Inteligencia Artificial Tecnología 

Cloudflare Workers in 2025: from edge to enterprise

January 12, 2025 javi
Paisaje de montañas y valles abierto, metáfora de la red global distribuida sobre la que opera Cloudflare Workers

Cloudflare Workers turns eight and has become a full application platform. A review of what it offers today, what limitations persist, and where it makes sense to bet.

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Arquitectura Tecnología 

NPU in the PC: faster, cheaper local AI

January 6, 2025 javi
Chip de silicio en primer plano sobre una placa, representación directa de la NPU integrada en los procesadores Copilot+

Copilot+ processors from Qualcomm, Intel, and AMD have normalized NPUs in consumer PCs. What really changes for running local models, and when it’s worth it.

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Inteligencia Artificial Tecnología 

Cloudflare Workers in 2024: KV, D1, and the New Edge Stack

August 18, 2024 javi
Red global de nubes conectadas sobre fondo oscuro representando edge distribuido

Workers + KV + D1 + R2 + Durable Objects form a complete edge stack. What’s missing, what works, and when it competes with AWS.

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Arquitectura Tecnología 

WASI 0.2 GA: Truly Composable WebAssembly

June 28, 2024 javi
Bloques modulares metálicos ensamblándose representando componentes componibles

WASI 0.2 brought the Component Model to GA. How it changes server-side WebAssembly portability and what cases are viable today.

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Desarrollo de Software Tecnología 

Deno Deploy: TypeScript at the Edge Without a Server

March 15, 2024 javi
Superposición de código sobre monitor con luz de neón azul

Deno Deploy is the edge-serverless offering from Deno’s creators. What it brings vs Workers and Lambda, when it fits, and where it falls short.

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Tecnología 

Fastly Compute: High-Performance Edge with WebAssembly

January 30, 2024 javi
Abstracción geométrica de red de datos en tonos azul oscuro

Fastly Compute runs WebAssembly code across hundreds of PoPs. How it compares with Workers, where it performs better, and when migrating makes sense.

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Tecnología 

Recent Posts

  • Pair programming with AI in 2025: habits that stick
  • vLLM in 2025: the improvements that matter to LLM-serving teams
  • Microsoft’s GraphRAG in enterprise: patterns that work
  • Alignment evaluation: RLHF, DPO, and recent alternatives
  • Gemma 2: Google’s open model one year later
  • o3 in public: the reasoning leap is confirmed
  • Gemini 2.0: integrated tools and agent mode
  • Home lab: self-hosted lab as a testing ground
  • Full-stack TypeScript in 2025: the good, the meh, the bad
  • WASI preview 3: threads and async in WebAssembly
  • AI-assisted code review: an honest adoption story
  • Llama 3.2 at the edge: Meta bets on small
  • Cloudflare Workers in 2025: from edge to enterprise
  • Generics in Go: three years later, what has survived
  • NPU in the PC: faster, cheaper local AI

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