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Notes on hiring developers, running technical projects, and judging work you cannot read yourself.

A senior software engineering lead reviewing code architecture alongside a junior developer in an office setting.

Should You Hire a Junior Developer? Real Costs, Risks, and When It Works

Junior developers look cheap on paper, but mentoring overhead, architectural blind spots, and senior review time change the math. Here is when hiring a beginner works—and when it backfires.

Michael MelnykMichael Melnyk·
A startup founder managing server infrastructure and codebase recovery after an unexpected contractor departure.

Developer Abandoned Your Project? What to Do in the First 48 Hours

When a developer vanishes mid-build, panicking or sending angry emails costs time. Follow this 48-hour recovery plan to secure credentials, retrieve databases, audit uncommitted code, and resume development safely.

Michael MelnykMichael Melnyk·
Startup founder and software engineer mapping out an MVP scope and product architecture on a digital timeline.

How to Build an MVP for a Startup: Steps, Costs, and Execution

Building a startup MVP succeeds by solving one painful problem for one customer profile on a strict 8-week timeline, avoiding agency markups and premature feature bloat.

Michael MelnykMichael Melnyk·
Part-time senior AI engineer working alongside startup leadership on system architecture and production LLM pipelines.

Hire a Part-Time Senior AI Engineer for Startup

Early-stage startups needing production AI capabilities can engage senior engineering talent on a 10–20 hour weekly retainer, avoiding six-figure full-time burn while shipping reliable RAG, agents, and evaluations.

Michael MelnykMichael Melnyk·
A fresher front end path from HTML, CSS, and JavaScript fundamentals through portfolio builds to the first paid role.

Entry Level Front End Developer Jobs: Skills, Salary, and First Hire

Entry-level front end hiring rewards finished, responsive, deployed work over tutorial counts: three portfolio project types, trial-task skills, realistic junior pay, and the freelance-vs-job fork.

Michael MelnykMichael Melnyk·
A fresher Python developer path from learning fundamentals through portfolio projects and trial tasks to the first paid role.

Python Developer Jobs for Freshers: Skills, Salary, and First Hire

Fresher Python hiring rewards shipped proof over certificates: three portfolio project types, trial-task skills, realistic junior salaries, and the freelance-vs-job decision that shapes year one.

Michael MelnykMichael Melnyk·
Startup hiring sequence from founder-only work through contractors and first key hires to a growing team.

Hiring for Startups: Process, Platforms, and First Key Roles

Startup hiring fails on sequence, not sourcing: founders hire too much, too early, or through the wrong channel. This guide covers the hiring process, platforms, first key roles, and when contractors beat employees.

Michael MelnykMichael Melnyk·
Software engineer yearly salary bands across regions and seniority levels, with hiring-cost multipliers for employers.

How Much Does a Software Engineer Make a Year?

Software engineer pay spans from offshore monthly bands to six-figure US packages. This guide breaks down yearly salaries by region and level, the engineer-vs-developer gap, and what those numbers mean for your hiring budget.

Michael MelnykMichael Melnyk·
A startup founder agreement, equity chart, and software project on a laptop illustrate technical co-founder ownership protection.

What Agreement Does a Technical Co-Founder Need to Protect Their Equity?

A technical co-founder usually needs a coordinated founder agreement, share issuance terms, vesting, and IP assignment—not a handshake promise.

Michael MelnykMichael Melnyk·
Hiring path from a Lovable prototype through vetting a developer to a production launch with full handover.

Hire a Lovable Developer: Rates, Vetting, and Red Flags

A Lovable developer should turn your AI prototype into software your business can operate: reviewed code, real data, working integrations, and a handover you control. This guide covers rates, vetting, and the Lovable-specific ownership details.

Michael MelnykMichael Melnyk·
A free starter website on one side growing into a professional business site on the other, with the upgrade triggers between them.

Free and AI Website Builders: What They Cost and When to Outgrow Them

Free and AI builders are the cheapest way to start — and the most expensive way to stay too long. This guide covers what free really includes, where AI output breaks, the upgrade math, and when to move on.

Michael MelnykMichael Melnyk·
The three pieces of a business web presence: domain registration, hosting, and the website itself, with ownership in the business name.

Custom Domain and Hosting for Small Business: Setup, Costs, and Ownership

A custom domain plus decent hosting is the cheapest credibility a small business can buy. This guide covers what each piece costs, where to buy, free-tier traps, custom email, and how to keep ownership no matter who builds the site.

Michael MelnykMichael Melnyk·

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