1. October 21

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    LGM Coding as an Art

    LGM, the large guessing models, are already able to write code based on our description. But how to understand and control the result if reading the generated code becomes less meaningful?

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    Prototype Instead of Layout: How Agents Generate a Design and Transfer It into Native Code

    An artifact of the design may not be a layout in a graphical editor, but a live prototype based on real components of the design system, which the agent generates from the product and then distills into native code. This is how the two slowest stages of mobile development — creating a design and transferring it to code — cease to be the bottleneck of the e2e pipeline.

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    How Dart Replaced Python: Offline Time Series Analysis on Flutter

    We're all used to time series analysis being Python and its classic stack — statsmodels, sklearn, numpy, and the rest. This ecosystem has become the de facto standard, and it works perfectly — on a server with plenty of memory and compute power. But what if your app has to work offline, without any server access? What if the user needs data insights at every single moment, regardless of connection?

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    Porting the Game to the Aurora OS in an Hour: An LLM Agent and a Set of Skills

    I have prepared a set of skills — documents that describe to the LLM agent the entire process of porting a game to the Aurora OS: from exploring the render pipeline to the finished RPM. At the workshop, we will go through this process together using a live example and, in an hour, will have a working port that you can start playing right away.

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    Migrating Android Applications to the HarmonyOS NEXT Ecosystem Using Formal Specifications

    It is not a trivial task to fully automatically migrate an Android app to HarmonyOS NEXT: the platforms differ too much in architecture. I will show how it is possible to transpile Kotlin and Jetpack Compose into ArkTS and ArkUI using SMT solvers, and explain why it is still important for an engineer to understand mathematics in the era of AI.

  2. October 22

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    Aurora Compose-alpha in Prod: Experience Porting a Real Application

    Second part of the story from Compose-alpha on Aurora OS: using the example of a real multimodule Effective-Office KMP application, let's look at what moves almost without edits and what becomes a blocker — from libraries without linux-native assemblies (multiplatform-settings, Coil, Calf UI, Decompose) to choosing between the port of the existing UI and the new one. by the client on top of the shared core.

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    NFC Internals in Android: From APDU to NCI and RF

    Using an end-to-end electronic document reading failure, we will trace the path from the MRZ, PACE/BAC, and APDUs through IsoDep and the Android NFC stack to NCI/NFCC and the RF link. We will use SDK logs and an NCI trace to localize TagLostException and distinguish safe session recovery from retries and timeout changes that merely hide the failure.