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Practical perspectives and technical guidance on AI, automation, and modern software engineering from the S5 Labs team.
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AIAutomation
Anthropic Launches Claude for Small Business — Packaged Workflows for QuickBooks, HubSpot, PayPal
Anthropic's Claude for Small Business ships 15 packaged agentic workflows wired into QuickBooks, HubSpot, PayPal, and Canva. What SMB owners need to know.
May 13, 20263 min read
AISoftwareAdvanced
Compressed Sparse Attention: How DeepSeek V4 Reached 1M Context at 27% of the FLOPs
DeepSeek V4 hits 1M context at 27% of V3.2's per-token compute. How Compressed Sparse Attention and Heavily Compressed Attention combine to do it.
May 13, 20263 min read
AISoftwareIntermediate
KV Cache: The Hidden Memory Wall in LLM Inference
Why long context is expensive: the math of the KV cache, the architectural moves that shrink it (MQA, GQA, MLA, paged attention), and why 1M-context models are an engineering problem before they're a research problem.
May 12, 20264 min read
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