petercontinue
peter love study
Member since 7/7/2026, 00:13:51
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For New Zealand companies adopting microservice architecture, choosing between .NET and Java depends on ecosystem alignment, cloud strategy, talent availability, and long-term enterprise requirements.
7/7/2026, 00:41:26
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A practical review of performance decisions in a multi-tenant online assessment SaaS, covering the gateway, authentication, data access, frontend, and judging flow. Useful for developers working with .NET, Next.js, and microservices
8/12/2026, 00:35:48
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Technical notes on HomeCredit Scout: a FastAPI + React + LightGBM loan pre-check demo built beyond a Power BI coursework dashboard—covering feature design, risk thresholds, max-amount search, i18n, and privacy consent.
7/26/2026, 00:23:40
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Starting from a Power BI assignment on the Home Credit Default Risk dataset, I extended the project into a multilingual full-stack machine learning demo called HomeCredit Scout. This article shares the journey from data analysis to product prototyping using LightGBM, FastAPI, PostgreSQL, React, and practical considerations such as privacy and multilingual UX.
7/25/2026, 23:41:58
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A deep comparison of YARP, Envoy, and Ocelot for .NET microservices, covering architecture, internals, performance, use cases, and implementation examples with code.
7/9/2026, 03:54:06
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Why family-based enrollment and unified orders better reflect real training business scenarios than student-by-student registration.
7/8/2026, 07:35:38
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A practical guide to creating React projects with different approaches, including Vite, Create React App, Next.js, and manual setup. Step-by-step commands and key considerations are included.
7/7/2026, 12:27:52
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Power BI and Python solve different data challenges. Understanding when to use business intelligence dashboards versus machine learning models is critical for making better data-driven decisions.
7/7/2026, 12:24:39
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Many developers assume that frontend-backend separation is inherently more modern than a monolithic architecture. In reality, the right choice depends on business requirements, team size, budget, and long-term maintenance goals—not trends or technical fashion.
7/7/2026, 10:48:31
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Next.js and Sanity form a powerful combination for modern content-driven websites. Next.js provides a fast React-based frontend framework with server-side rendering and static generation capabilities, while Sanity offers a flexible headless CMS that allows content editors to manage content without touching code. In this tutorial, we will build a simple blog application from scratch, covering project setup, Sanity configuration, content schemas, data fetching, dynamic routes, and deployment-ready code examples.
7/7/2026, 09:59:11
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Nearly five years after China introduced the Double Reduction Policy, the country's tutoring industry looks very different from the one that once dominated the education market. While traditional K–12 academic tutoring has largely disappeared from public view, the sector has not vanished. Instead, it has undergone a significant transformation, with companies shifting toward quality education, vocational training, study-abroad services, and technology-driven learning solutions. This article examines the current state of China's tutoring industry, the major trends shaping its future, and what education entrepreneurs can learn from this period of rapid change.
7/7/2026, 02:54:42
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New Zealand’s new Private Training Establishment (PTE) Rules 2026 reduce some long-standing compliance burdens by removing annual fees and cutting financial reporting requirements from yearly to biennial submissions for many providers. For education entrepreneurs, the changes create opportunities to lower administrative costs and simplify operations. However, reduced reporting does not necessarily mean reduced oversight. Here's what the new rules mean for anyone considering launching or scaling a PTE in New Zealand.
7/7/2026, 02:54:27
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As New Zealand's workforce shortages continue to drive change, Private Training Establishments (PTEs) are increasingly focusing on high-demand fields such as Business Intelligence, Early Childhood Education, and healthcare. This trend reflects New Zealand's employment-driven approach to education and highlights the growing importance of skills that align with labor market needs.
7/7/2026, 02:54:13
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A subjective, no-sponsorship comparison of Cursor and Codex based on real day-to-day use — not a benchmark, not a verdict, just one developer's honest impressions of what felt natural and what didn't.
7/7/2026, 02:53:59
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