BEGIN:VCALENDAR VERSION:2.0 PRODID:-//pretalx//pretalx.sciwork.dev// BEGIN:VTIMEZONE TZID:Asia/Taipei BEGIN:STANDARD DTSTART:20000101T000000 RRULE:FREQ=YEARLY;BYMONTH=1 TZNAME:CST TZOFFSETFROM:+0800 TZOFFSETTO:+0800 END:STANDARD END:VTIMEZONE BEGIN:VEVENT UID:pretalx-seminar26-FMDJPJ@pretalx.sciwork.dev DTSTART;TZID=Asia/Taipei:20260613T090000 DTEND;TZID=Asia/Taipei:20260613T093000 DESCRIPTION:Registration DTSTAMP:20260726T100851Z LOCATION:R122 SUMMARY:Registration - URL:https://pretalx.sciwork.dev/seminar26/talk/FMDJPJ/ END:VEVENT BEGIN:VEVENT UID:pretalx-seminar26-LDYKLX@pretalx.sciwork.dev DTSTART;TZID=Asia/Taipei:20260613T093000 DTEND;TZID=Asia/Taipei:20260613T094000 DESCRIPTION:Opening DTSTAMP:20260726T100851Z LOCATION:R122 SUMMARY:Opening - URL:https://pretalx.sciwork.dev/seminar26/talk/LDYKLX/ END:VEVENT BEGIN:VEVENT UID:pretalx-seminar26-8K9QBD@pretalx.sciwork.dev DTSTART;TZID=Asia/Taipei:20260613T094000 DTEND;TZID=Asia/Taipei:20260613T114000 DESCRIPTION:很多工程團隊都曾遇過這類問題：\n\nJOIN 越寫越 長，query 幾乎無法維護\n「找關聯」的需求開始出現多跳 traversal\nrecommendation、權限繼承、dependency、fraud detection 等問題很難用 table 直觀表達\napplication layer 出現了「查 資料 → 組關係 → 再計算」的邏輯\n這類問題的共同點 是：\n\n問題的核心其實是「關係」，但我們仍然被迫用 表格思維處理。\n\n本 workshop 將透過 Graph Analysis 的方式 ，重新理解這類問題。 DTSTAMP:20260726T100851Z LOCATION:R329 SUMMARY:突破 SQL 查詢極限：用 Graph 思維處理複雜關聯與多跳推論 Part 1 - Laurence Chen URL:https://pretalx.sciwork.dev/seminar26/talk/8K9QBD/ END:VEVENT BEGIN:VEVENT UID:pretalx-seminar26-9WPVDL@pretalx.sciwork.dev DTSTART;TZID=Asia/Taipei:20260613T094000 DTEND;TZID=Asia/Taipei:20260613T114000 DESCRIPTION:你是否曾感到痛苦：「跨服務任務一多，重試邏 輯與狀態轉移就寫到崩潰？」 讓我們停止自行維護脆弱 的流程，利用現代化流程引擎，將模糊的步驟轉化為強 韌的自動化工作流！ DTSTAMP:20260726T100851Z LOCATION:R330 SUMMARY:現代流程引擎工作坊：簡化跨服務、多步驟流程開發 Part 1 - Jiang URL:https://pretalx.sciwork.dev/seminar26/talk/9WPVDL/ END:VEVENT BEGIN:VEVENT UID:pretalx-seminar26-TDY9WF@pretalx.sciwork.dev DTSTART;TZID=Asia/Taipei:20260613T094000 DTEND;TZID=Asia/Taipei:20260613T101000 DESCRIPTION:Can Claude be considered AGI? Over the past three months\, I ha ving testing the limits of how well Claude can do on the most challenging tasks that I encounter. This is a first-hand report of my sessions\, cryst allized from burning over 40 billion tokens\, and spanning across topics i ncluding RF\, FPGA\, GPS\, PCB\, 3d rendering\, and trading.\n\n「跟 Cla ude 和 Codex 一起搞大型專案和硬核任務的實戰心得」\nClau de 算得上 AGI 嗎？這三個月來，我一直在拿手邊最棘手的 任務狂操 Claude，看看它到底能做到什麼程度。這篇是我 親身上陣的第一手紀錄，燒掉超過 400 億 tokens 換來的心 得，內容橫跨 RF、FPGA、GPS、PCB、3D 渲染、還有交易等各 種領域。 DTSTAMP:20260726T100851Z LOCATION:R122 SUMMARY:Reports on Collaborating with Claude and Codex on Large Projects an d Challenging Tasks - En Shih URL:https://pretalx.sciwork.dev/seminar26/talk/TDY9WF/ END:VEVENT BEGIN:VEVENT UID:pretalx-seminar26-UBKM97@pretalx.sciwork.dev DTSTART;TZID=Asia/Taipei:20260613T094000 DTEND;TZID=Asia/Taipei:20260613T101000 DESCRIPTION:FP8 is becoming increasingly important in modern LLM systems\, but its behavior is often difficult to reason about intuitively. Unlike in teger quantization\, FP8 combines floating-point’s non-uniform numerical spacing with quantization scaling challenges. In this talk\, we will expl ore FP8 formats\, outlier problems\, and scaling effects through visualiza tion\, with the goal of building stronger intuition for low-precision floa ting-point quantization in LLMs. DTSTAMP:20260726T100851Z LOCATION:R115 SUMMARY:Understanding FP8 Numerical Spaces in LLM Quantization - Yu-Fang Hu URL:https://pretalx.sciwork.dev/seminar26/talk/UBKM97/ END:VEVENT BEGIN:VEVENT UID:pretalx-seminar26-QYEFPH@pretalx.sciwork.dev DTSTART;TZID=Asia/Taipei:20260613T102500 DTEND;TZID=Asia/Taipei:20260613T105500 DESCRIPTION:LLM 很強，但真正困難的從來不是「叫 AI 回答問 題」，而是如何讓 AI 在真實世界穩定工作。\n這場分享 將從 AI Agent 的工程實戰出發，討論如何從單純 Prompt Engin eering，逐步走向 Context Engineering 與 Harness Engineering，建立 真正能在產品、工作流程、企業場景中運作的 AI Agent 系 統。 DTSTAMP:20260726T100851Z LOCATION:R122 SUMMARY:Building AI Agents in the Real World - 從 Prompt Engineering 到 H arness Engineering 的 AI Agent 工程實戰 - KK URL:https://pretalx.sciwork.dev/seminar26/talk/QYEFPH/ END:VEVENT BEGIN:VEVENT UID:pretalx-seminar26-B7KSVG@pretalx.sciwork.dev DTSTART;TZID=Asia/Taipei:20260613T102500 DTEND;TZID=Asia/Taipei:20260613T105500 DESCRIPTION:VMPilot is an advanced virtual machine protection framework imp lemented in C++. Secure by design\, VMPilot is specifically engineered to safeguard your software from reverse engineering. Offering seamless integr ation and ease of use for your projects\, VMPilot sets a new standard for software protection.\n\nUnlike traditional black box solutions\, VMPilot i s built with transparency in mind. Its inner workings are easily understan dable\, yet formidable to crack. By incorporating modern cryptography and obfuscation techniques\, your software is shielded against potential attac ks. Even with the computing power of a supercomputer\, breaking VMPilot in parallel becomes a daunting challenge. DTSTAMP:20260726T100851Z LOCATION:R115 SUMMARY:VMPilot: A Modern C++ Virtual Machine Protection Framework - scc URL:https://pretalx.sciwork.dev/seminar26/talk/B7KSVG/ END:VEVENT BEGIN:VEVENT UID:pretalx-seminar26-HJR8F8@pretalx.sciwork.dev DTSTART;TZID=Asia/Taipei:20260613T111000 DTEND;TZID=Asia/Taipei:20260613T114000 DESCRIPTION:Mini Taiwan 系列，是想要將跟台灣有關的空間開放 資料，讓他們在地圖中真的運作起來。\n\n這場分享會拆 解一個資料分析師如何與 AI 協作，把台灣的開放資料做 成「Mini Taiwan」這套會自己長大的系統。內容聚焦在「怎 麼把它做成系統」這件事：從幾個已上線的作品出發， 談我與 Claude Code 的分工，接著是系統的組成——資料收 集、資料庫與 schema、資料生命週期，以及如何用同一套 骨幹長出不同的應用。最後分享目前在自動化上的嘗試 ，包含一個把驗收納進每一步的開發循環。 DTSTAMP:20260726T100851Z LOCATION:R122 SUMMARY:Mini Taiwan！把台灣開放資料，交給 Agent 養成一套會自己長大的系統 - Migu URL:https://pretalx.sciwork.dev/seminar26/talk/HJR8F8/ END:VEVENT BEGIN:VEVENT UID:pretalx-seminar26-AJMNA7@pretalx.sciwork.dev DTSTART;TZID=Asia/Taipei:20260613T111000 DTEND;TZID=Asia/Taipei:20260613T114000 DESCRIPTION:This talk introduces the basic ideas behind quadrotor optimal c ontrol and reinforcement learning from a practical\, beginner-friendly per spective. We will discuss how position\, velocity\, attitude\, and angular velocity are used to describe the drone state\, and how a controller conv erts tracking errors into motor commands.\n\nSeveral representative contro l approaches will be introduced\, including the Linear Quadratic Regulator (LQR)\, H∞ robust control\, Model Predictive Control (MPC)\, and Reinfo rcement Learning (RL). The talk will explain the intuition behind each met hod: what it tries to optimize\, what kinds of problems it handles well\, and what trade-offs appear in practice.\n\nThe examples will be based on R otorBench\, an open-source Python-based quadrotor control benchmarking fra mework. More details about the project are available at: https://github.co m/shengwen-tw/rotor-bench DTSTAMP:20260726T100851Z LOCATION:R115 SUMMARY:From Optimal Control to Reinforcement Learning for Quadrotor Drones - Sheng-Wen Cheng URL:https://pretalx.sciwork.dev/seminar26/talk/AJMNA7/ END:VEVENT BEGIN:VEVENT UID:pretalx-seminar26-LUHAEE@pretalx.sciwork.dev DTSTART;TZID=Asia/Taipei:20260613T114000 DTEND;TZID=Asia/Taipei:20260613T130000 DESCRIPTION:Lunch DTSTAMP:20260726T100851Z LOCATION:R122 SUMMARY:Lunch - URL:https://pretalx.sciwork.dev/seminar26/talk/LUHAEE/ END:VEVENT BEGIN:VEVENT UID:pretalx-seminar26-WZWSHD@pretalx.sciwork.dev DTSTART;TZID=Asia/Taipei:20260613T130000 DTEND;TZID=Asia/Taipei:20260613T150000 DESCRIPTION:你是否曾感到痛苦：「跨服務任務一多，重試邏 輯與狀態轉移就寫到崩潰？」 讓我們停止自行維護脆弱 的流程，利用現代化流程引擎，將模糊的步驟轉化為強 韌的自動化工作流！ DTSTAMP:20260726T100851Z LOCATION:R330 SUMMARY:現代流程引擎工作坊：簡化跨服務、多步驟流程開發 Part 2 - Jiang URL:https://pretalx.sciwork.dev/seminar26/talk/WZWSHD/ END:VEVENT BEGIN:VEVENT UID:pretalx-seminar26-TZCHAW@pretalx.sciwork.dev DTSTART;TZID=Asia/Taipei:20260613T130000 DTEND;TZID=Asia/Taipei:20260613T133000 DESCRIPTION:2025/2026 年 ai agents百花齊放\, 用 ai agents 打造出 w eb apps 非常容易\n我想淺談中小型流量的系統\, 從後端設 計、開發、測試到部署與可觀測性\n有哪些坑容易踩到\, 需要注意哪些細節\, 把我蒸餾成 skill 分享給大家 DTSTAMP:20260726T100851Z LOCATION:R122 SUMMARY:在 2026 年淺談 Web DevOps - TerryChan URL:https://pretalx.sciwork.dev/seminar26/talk/TZCHAW/ END:VEVENT BEGIN:VEVENT UID:pretalx-seminar26-WZJSVM@pretalx.sciwork.dev DTSTART;TZID=Asia/Taipei:20260613T130000 DTEND;TZID=Asia/Taipei:20260613T133000 DESCRIPTION:The data plane needs low latency to support high-speed packet f orwarding. In this talk\, I will start with an interesting load balancing problem\, then propose a controller-based solution using a P4-programmable switch. Finally\, I will demonstrate how the controller changes the netwo rk behavior after the solution is applied. DTSTAMP:20260726T100851Z LOCATION:R115 SUMMARY:FP4: A P4-based Network Controller for Load Balancing - c1ydeh URL:https://pretalx.sciwork.dev/seminar26/talk/WZJSVM/ END:VEVENT BEGIN:VEVENT UID:pretalx-seminar26-GQM3HB@pretalx.sciwork.dev DTSTART;TZID=Asia/Taipei:20260613T130000 DTEND;TZID=Asia/Taipei:20260613T150000 DESCRIPTION:很多工程團隊都曾遇過這類問題：\n\nJOIN 越寫越 長，query 幾乎無法維護\n「找關聯」的需求開始出現多跳 traversal\nrecommendation、權限繼承、dependency、fraud detection 等問題很難用 table 直觀表達\napplication layer 出現了「查 資料 → 組關係 → 再計算」的邏輯\n這類問題的共同點 是：\n\n問題的核心其實是「關係」，但我們仍然被迫用 表格思維處理。\n\n本 workshop 將透過 Graph Analysis 的方式 ，重新理解這類問題。 DTSTAMP:20260726T100851Z LOCATION:R329 SUMMARY:突破 SQL 查詢極限：用 Graph 思維處理複雜關聯與多跳推論 Part 2 - Laurence Chen URL:https://pretalx.sciwork.dev/seminar26/talk/GQM3HB/ END:VEVENT BEGIN:VEVENT UID:pretalx-seminar26-NUZZKG@pretalx.sciwork.dev DTSTART;TZID=Asia/Taipei:20260613T134000 DTEND;TZID=Asia/Taipei:20260613T150000 DESCRIPTION:modmesh / commitizen-tools DTSTAMP:20260726T100851Z LOCATION:R122 SUMMARY:Coding Sprint - URL:https://pretalx.sciwork.dev/seminar26/talk/NUZZKG/ END:VEVENT BEGIN:VEVENT UID:pretalx-seminar26-MCVUV9@pretalx.sciwork.dev DTSTART;TZID=Asia/Taipei:20260613T134000 DTEND;TZID=Asia/Taipei:20260613T150000 DESCRIPTION:swportal / BBGo DTSTAMP:20260726T100851Z LOCATION:R115 SUMMARY:Coding Sprint - URL:https://pretalx.sciwork.dev/seminar26/talk/MCVUV9/ END:VEVENT BEGIN:VEVENT UID:pretalx-seminar26-FJ3RVQ@pretalx.sciwork.dev DTSTART;TZID=Asia/Taipei:20260613T150000 DTEND;TZID=Asia/Taipei:20260613T160000 DESCRIPTION:Refreshment DTSTAMP:20260726T100851Z LOCATION:R122 SUMMARY:Refreshment - URL:https://pretalx.sciwork.dev/seminar26/talk/FJ3RVQ/ END:VEVENT BEGIN:VEVENT UID:pretalx-seminar26-SYHYGU@pretalx.sciwork.dev DTSTART;TZID=Asia/Taipei:20260613T160000 DTEND;TZID=Asia/Taipei:20260613T165000 DESCRIPTION:swportal / BBGo DTSTAMP:20260726T100851Z LOCATION:R115 SUMMARY:Coding Sprint - URL:https://pretalx.sciwork.dev/seminar26/talk/SYHYGU/ END:VEVENT BEGIN:VEVENT UID:pretalx-seminar26-9XGP78@pretalx.sciwork.dev DTSTART;TZID=Asia/Taipei:20260613T160000 DTEND;TZID=Asia/Taipei:20260613T165000 DESCRIPTION:modmesh / commitizen-tools DTSTAMP:20260726T100851Z LOCATION:R122 SUMMARY:Coding Sprint - URL:https://pretalx.sciwork.dev/seminar26/talk/9XGP78/ END:VEVENT BEGIN:VEVENT UID:pretalx-seminar26-3Y8NLQ@pretalx.sciwork.dev DTSTART;TZID=Asia/Taipei:20260613T165000 DTEND;TZID=Asia/Taipei:20260613T170000 DESCRIPTION:Closing DTSTAMP:20260726T100851Z LOCATION:R122 SUMMARY:Closing - URL:https://pretalx.sciwork.dev/seminar26/talk/3Y8NLQ/ END:VEVENT END:VCALENDAR