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Sharath

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Systems Blueprint: AI Is More Than LLMs: The 70-Year Story From Turing to Agent

Systems Blueprint: AI Is More Than LLMs: The 70-Year Story From Turing to Agent

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2 min read

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Systems Blueprint: Does Hindsight memory actually change agent behavior? I tested it

Systems Blueprint: Does Hindsight memory actually change agent behavior? I tested it

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2 min read
Systems Blueprint: Building an AI for hard conversations: five agents, one safety regex, and a supervisor who graded us blind

Systems Blueprint: Building an AI for hard conversations: five agents, one safety regex, and a supervisor who graded us blind

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2 min read
Tri-Hybrid Architecture Deep Dive: Liquid AI's LFM3-1.7B, Sub-Millisecond Convolutions, and 256K Context on Edge Silicon

Tri-Hybrid Architecture Deep Dive: Liquid AI's LFM3-1.7B, Sub-Millisecond Convolutions, and 256K Context on Edge Silicon

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7 min read
Research Synthesis: Inside the Architectures of Open-Source LLMs: Attention, MoE, Hybrid Layers and Quantization

Research Synthesis: Inside the Architectures of Open-Source LLMs: Attention, MoE, Hybrid Layers and Quantization

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2 min read
DIY Private AI Agent Gateway: Building a Resilient Semantic Router for Local Coding Models

DIY Private AI Agent Gateway: Building a Resilient Semantic Router for Local Coding Models

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3 min read
DIY Self-Hosting 35B+ Reasoning LLMs with NVFP4 Quantization and vLLM

DIY Self-Hosting 35B+ Reasoning LLMs with NVFP4 Quantization and vLLM

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3 min read
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