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Tag: software-architecture

6 articles filed under software-architecture. See all 78 articles

Comparison matrix of commercial course SaaS platforms, WordPress LMS plugins, and custom learning management systems across licensing costs, concurrency, and IP ownership

Hire a Developer to Build an LMS: Architecture, Development Costs & Vetting Guide

Off-the-shelf course SaaS tools charge high transaction taxes and restrict enterprise B2B licensing, while WordPress plugins buckle under concurrent exam loads. Here is how to hire a developer to build a custom LMS, structure your video and data architecture, and budget realistically.

Michael MelnykMichael Melnyk·
Decision map comparing solo senior full-stack delivery owners, software agencies, and ticket-only coders on BRD ownership, technical depth, and cost

Hire a Full-Stack Developer for Complex Web Applications: From BRD to Delivery Ownership

Most software failures on complex web apps do not start in code; they start when developers begin coding an ambiguous BRD without discovering missing edge cases, status deadlocks, or unindexed constraints. Here is how to evaluate true delivery ownership, realistic hours, and senior vetting rubrics.

Michael MelnykMichael Melnyk·
Comprehensive visual lifecycle showing the transformation of an AI software prototype into scalable, hardened production infrastructure.

Building AI-First Products with AI-Native Developers

Explore the modern engineering lifecycle for AI-first products. Learn how AI-native developers transition from rapid prototypes to hardened architectures, automated evals, and scalable LLMOps.

Michael MelnykMichael Melnyk·
Junior vs Senior Developer hiring economics comparison for startups detailing salary, mentoring overhead, and delivery autonomy.

Junior vs. Senior Developer: When Can a Startup Afford an Entry-Level Hire?

Hiring a junior developer seems budget-friendly on paper, but in an early-stage startup, mentoring overhead and architectural mistakes often make entry-level hires far more expensive than a part-time senior specialist.

Michael MelnykMichael Melnyk·
The Founding Engineer 0-to-1 Delivery Framework showing architecture, MVP velocity, and team handover.

What Is a Founding Engineer? Role, Equity, Rates, and When Startups Need One

A Founding Engineer takes your startup from 0 to 1, building the core MVP and setting up technical architecture. Here is what the role covers, equity vs rate benchmarks, and how to hire.

Michael MelnykMichael Melnyk·
What Is a Fractional CTO Framework

What Is a Fractional CTO? Role, Rates, and When to Hire

A fractional CTO provides senior technology strategy, architecture oversight, and team vetting on a flexible retainer. Here is what the role covers, how pricing works, and when to hire one.

Michael MelnykMichael Melnyk·

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