https://pengandy.com/blog/ Andy Peng's notes on research, products, and technical exploration. en-us Andy Peng Fri, 19 Jun 2026 03:36:16 +0000 https://pengandy.com/blog/2026/curiosity-driven-builder/ https://pengandy.com/blog/2026/curiosity-driven-builder/ Fri, 19 Jun 2026 03:36:16 +0000 A curiosity-driven builder's journey across a decade at Amazon — five domains, the decision lens, and what still holds value in the AI era. https://pengandy.com/blog/2026/flywheel/ https://pengandy.com/blog/2026/flywheel/ Sun, 07 Jun 2026 00:00:00 +0000 An Amazon-style flywheel for building a small-business personal brand: content creation, building connection, and showing connection — and where revenue fits. https://pengandy.com/blog/2026/lunch-with-mattwhite/ https://pengandy.com/blog/2026/lunch-with-mattwhite/ Tue, 19 May 2026 00:00:00 +0000 A lunch at MLSys 2026 with Matt White on open-source AI, anchor projects, world models, open-weights frontier models, and his field report from China. https://pengandy.com/blog/2026/mlsys/ https://pengandy.com/blog/2026/mlsys/ Fri, 01 May 2026 00:00:00 +0000 A reading guide to speculative-decoding papers at MLSys 2026, the invited-talk lineup, and a look at the past decade's innovation cycles. https://pengandy.com/blog/2026/decade/ https://pengandy.com/blog/2026/decade/ Sat, 14 Mar 2026 00:00:00 +0000 Decade at Amazon https://pengandy.com/blog/2026/vllm/ https://pengandy.com/blog/2026/vllm/ Sun, 01 Feb 2026 00:00:00 +0000 P-EAGLE lands in vLLM 0.16.0, first SIG meetings, and multi-LoRA serving for MoE models. https://pengandy.com/blog/2025/deepseek/ https://pengandy.com/blog/2025/deepseek/ Mon, 01 Dec 2025 00:00:00 +0000 DeepSeek's impact on open-source LLMs and the new book 'DeepSeek in Practice' https://pengandy.com/blog/2025/llm/ https://pengandy.com/blog/2025/llm/ Mon, 01 Dec 2025 00:00:00 +0000 here are my observations on the LLM space in 2025. https://pengandy.com/blog/2025/neurips/ https://pengandy.com/blog/2025/neurips/ Mon, 01 Dec 2025 00:00:00 +0000 My experience at NeurIPS 2025 in Mexico City https://pengandy.com/blog/2025/RSRCHORENG/ https://pengandy.com/blog/2025/RSRCHORENG/ Fri, 01 Aug 2025 00:00:00 +0000 Blog. https://pengandy.com/blog/2025/icml/ https://pengandy.com/blog/2025/icml/ Tue, 01 Jul 2025 00:00:00 +0000 @YVR https://pengandy.com/blog/2025/talentshuffle/ https://pengandy.com/blog/2025/talentshuffle/ Tue, 01 Jul 2025 00:00:00 +0000 OB Study https://pengandy.com/blog/2025/opensourceprograms202506/ https://pengandy.com/blog/2025/opensourceprograms202506/ Sun, 01 Jun 2025 00:00:00 +0000 2025 June https://pengandy.com/blog/2025/horizontalvsvertical/ https://pengandy.com/blog/2025/horizontalvsvertical/ Thu, 01 May 2025 00:00:00 +0000 Blog. https://pengandy.com/blog/2025/llmnative/ https://pengandy.com/blog/2025/llmnative/ Thu, 01 May 2025 00:00:00 +0000 Next Golden Path https://pengandy.com/blog/2025/opensourceprograms202505/ https://pengandy.com/blog/2025/opensourceprograms202505/ Thu, 01 May 2025 00:00:00 +0000 2025 May https://pengandy.com/blog/2025/cncf10yo/ https://pengandy.com/blog/2025/cncf10yo/ Sat, 12 Apr 2025 00:00:00 +0000 CPU Native vs GPU Native https://pengandy.com/blog/2025/Projectversaries/ https://pengandy.com/blog/2025/Projectversaries/ Tue, 01 Apr 2025 00:00:00 +0000 Blog. https://pengandy.com/blog/2025/orgchart/ https://pengandy.com/blog/2025/orgchart/ Tue, 01 Apr 2025 00:00:00 +0000 OB Study https://pengandy.com/blog/2024/productivity/ https://pengandy.com/blog/2024/productivity/ Thu, 26 Dec 2024 00:00:00 +0000 Blog. https://pengandy.com/blog/2024/bdrk1yo/ https://pengandy.com/blog/2024/bdrk1yo/ Sun, 22 Dec 2024 00:00:00 +0000 Blog. https://pengandy.com/blog/2024/TL/ https://pengandy.com/blog/2024/TL/ Thu, 05 Dec 2024 00:00:00 +0000 Blog. https://pengandy.com/blog/2024/serverless10yo/ https://pengandy.com/blog/2024/serverless10yo/ Fri, 01 Nov 2024 00:00:00 +0000 Blog.