~/conference

Software Architecture Gathering – Digital 2023

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Using AI in Software Design: How ChatGPT Can Help With Creating a Solution ArchitectureR. Müller48m
Shows a working process that uses ChatGPT (GPT‑4 via API) plus embeddings and a vector DB to convert an ISAQB advanced exam PDF into a solution in about two…
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Understanding Modern Trade-off Analysis in Software ArchitectureNeal Ford55m
Compares two concrete patterns for order/payment/inventory: hydrate full payload (one DB access, better scalability, but causes stamp coupling, contract…
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Domain Pattern – How the Domain Influences the ArchitectureCarola Lilienthal48m
Introduces a practical decomposition method called domain driven transformation with four steps: domain rediscovery via domain stories, model the to‑be, align…
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Legacy Software: Really a Problem?Eberhard Wolff47m
Legacy software usually already solves a business problem so migration must deliver new business value rather than just replace technology. Teams estimate full…
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Building Castles, Not Sandcastles: Strategies for Software Architecture SuccessZied Chtioui25m
20-minute lightning checklist of concrete practices: prioritize uncover the core challenge using big‑picture thinking, premortem, Five Whys and explicit…
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Generic or Specific? Making Sensible Software Design DecisionsBert Jan Schrijver51m
Decision framework with concrete heuristics: ask the five whys, apply the rule of three (abstract only on the third reuse), and weigh effort vs scope —…
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From Code to Complexity: Shifting to Systems Thinking in Software DevelopmentDiana Montalion52m
Argues modern software failures come from unchanged mental models, not just missing tech, and shows concrete moves: avoid distributed-monoliths (microservices…
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The Future Is Already Here - Mastering the Challenges of the Coming YearsUwe Friedrichsen51m
Argues that we live in a VUCA world where IT is indispensable, complexity grows uncontrolled and skills are scarce, so responses must be concrete: favor…
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Understanding Embedding Vectors and the RAG Pattern in AI SolutionsRainer Stropek48m
Shows how OpenAI embeddings (1,536 dims) convert text to normalized vectors (magnitude 1) and uses cosine similarity via dot product to rank documents; demo…
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Modern Data Architectures – What They Are and How to Implement?Matthias Niehoff41m
Explains why modern pipelines flip ETL to ELT and put cloud warehouses like Snowflake and BigQuery at the center, shows when a data lakehouse…
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Accelerating Load Times: A Materialized View & Server-side Composition Case StudyYedidya Schwartz21m
Precomputes widget assets into Redis as a materialized view per client ID, then a small baking server composes one JavaScript response (translations, SDK…
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Platforms, Architecture and SustainabilityRebecca Parsons29m
Argues that a platform must be a self‑serve API product and splits platforms into developer platform and business capability platform; recommends four pillars…
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Microservices from the Trenches. A Guide through the Architecture, Design, CodeSander Hoogendoorn01h 07m
E-commerce platform migrates to an Ibex microservices landscape on Google Cloud with a single TypeScript stack (React/Node/React Native), separate storage per…
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Test Intelligence for ArchitectsElmar Jürgens50m
Introduces concrete techniques and results: use Pareto optimization to reorder tests so a few percent of runtime finds most bugs (6% time → 80% of bugs, 11% →…
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Mirror, Mirror on the Wall... Am I a Critical Thinker After All?Laila Bougria44m
A real failure is a single monolithic app that ends up using two ORMs in one monolith (Hibernate and Entity Framework), which forces duplicated entities and…
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What Is Green Software?Anne Currie44m
Argues that the energy transition forces two concrete changes: cut data‑center electricity when the grid is carbon‑intense and extend end‑user hardware…
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Camel and Eye of a Needle: Integration Approaches for SPA-based Micro FrontendsManfred Steyer47m
Compares concrete SPA microfrontend integration techniques and shows working demos: bootstrapped SPAs, Module Federation sharing (reuses Angular or React…
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The 7 Battles of Software Architecture: How to Protect Your Project!Heidi Waterhouse36m
Seven concrete early decisions prevent huge rework: use reference labels for localization (one startup’s hack forces 5 days vs 2 weeks of fixes for…
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