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#architecture-decisions

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MAMario Alberto Arcepowercsharp.hashnode.dev1d ago · 6 min read

One Rule, 10+ Packages: How I Designed the PowerCSharp Package Topology

The Problem A NuGet package is a unit of deployment and versioning. When you publish a package, you make a promise: the public API in this package is stable until the major version changes. Every pack

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PSPragnesh Shahpragmatic-builder.hashnode.devMay 31 · 8 min read

I Built a RAG System That Actually Works — Hybrid Search, Reranking, and the Decisions That Mattered

Disclaimer: The content presented here represents my own personal views and opinions. I built a RAG pipeline that retrieves the right answer from my personal knowledge base on the first try — with sou

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SCSandeep Choudharysandeepc.hashnode.devApr 29 · 6 min read

SQL vs NoSQL: A framework for choosing the right database

Choosing the right database is a critical decision in system design, impacting scalability, performance, and maintainability. Both SQL (relational) and NoSQL (non-relational) databases offer distinct

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PMPrajwal Mglitch-guy0.hashnode.devMar 15 · 6 min read

How Requirement Chaos Forced Me to Build a Cognitive Planning System

Most software projects fail quietly — not during deployment, not under load, but weeks earlier, in a phase nobody writes postmortems about: planning. This story starts there. Not with a bug. Not with

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AAArchitects Assembleblog.syncyourcloud.ioMar 14 · 5 min read

The Engineering Decision That Seems Small and Costs £40,000

Nobody sets out to make a £40,000 mistake. The decision that costs £40,000 looks, at the time it's made, like a reasonable call under time pressure. An engineer with solid instincts and not quite enou

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PDPaul Desaiactivemirror.hashnode.devFeb 16 · 4 min read

Time Is a Debugger

The most reliable indicator of whether a stabilization mechanism works isn't how clever it is. It's how long it's been running. I've been building time-weighted scoring into MirrorDNA's stabilization layer. The concept is simple: every mechanism that...

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PXPedro Xavierphmxavier.hashnode.devFeb 2 · 9 min read

Escalar sistema é fácil. Escalar decisão é o problema.

Existe um momento em que a conversa do time muda. No começo, “escala” significa CPU, memória, instâncias, banco, cache, fila. Você aprende a medir, otimizar, particionar. E funciona. Você coloca mais máquina, mais observabilidade, mais disciplina ope...

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RJRohit Jagrerohitjagre.hashnode.devJan 23 · 6 min read

Designing Scalable Partitioning: Why Change Matters More Than Distribution

Partitioning data across machines is one of those problems that feels solved until the system starts to change. At small scale, simple hashing strategies work well and often go unquestioned. As systems grow, nodes are added or removed, and traffic pa...

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HLHans L'Hoesthans.lhoest.euSep 2, 2025 · 5 min read

Grounded decision records from AI conversations

If you've read some of my posts before or worked with me, you know I like using Architectural Decision Records (ADRs) for lots of reasons. To me the most important one is documenting the why of a decision. If you've worked with AI models before, you'...

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SSSaurabh Sinhacloud-sinhasaurabh.hashnode.devJul 22, 2025 · 2 min read

Cloud Migration

Important Reasons Why Cloud Migration is Essential Cloud migration is essential for lowering costs, increasing agility, enhancing security, improving reliability, and enabling access to cutting-edge technology. Organizations migrate to the cloud to f...

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#architecture-decisions

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#architecture-decisions

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Trending tags this week

One Rule, 10+ Packages: How I Designed the PowerCSharp Package Topology

I Built a RAG System That Actually Works — Hybrid Search, Reranking, and the Decisions That Mattered

SQL vs NoSQL: A framework for choosing the right database

How Requirement Chaos Forced Me to Build a Cognitive Planning System

The Engineering Decision That Seems Small and Costs £40,000

Time Is a Debugger

Escalar sistema é fácil. Escalar decisão é o problema.

Designing Scalable Partitioning: Why Change Matters More Than Distribution

Grounded decision records from AI conversations

Cloud Migration