Blog

Practical insights into software, AI, infrastructure and security. Explore our latest articles or search the archive.

Latest articles

249 articles in the archive

Fine-Tuning vs RAG vs Prompting: What Each Costs
Artificial Intelligence

Fine-Tuning vs RAG vs Prompting: What Each Costs

Fine-tuning, RAG or a better prompt? What each approach actually fixes, what it costs to build and run, and the order to try them in to avoid wasted budget.

Read article
Website Migration Without Losing Traffic: 2026 Guide
Web Tutorials

Website Migration Without Losing Traffic: 2026 Guide

Most traffic lost in a website migration is lost in the redirect map. What to inventory before launch, what to verify after, and how long recovery takes.

Read article
Moving Off OpenAI: What an Open-Weight Switch Costs
Artificial Intelligence

Moving Off OpenAI: What an Open-Weight Switch Costs

Moving off OpenAI to an open-weight model: what actually transfers, what quietly breaks, how to run a fair comparison, and when the saving is real.

Read article
API Security: How to Protect a Public API in 2026
Security Tutorials

API Security: How to Protect a Public API in 2026

API security beyond the auth header: the attacks that actually hit public APIs, what a penetration test finds, and how to close each class of flaw.

Read article
WordPress Hacked: Malware Removal and Recovery Guide
Security Tutorials

WordPress Hacked: Malware Removal and Recovery Guide

Your WordPress site is hacked. What to do in the first hour, how to remove malware properly, why restoring a backup rarely works, and what recovery costs.

Read article
WooCommerce Performance: Why Your Store Is Slow
Web Tutorials

WooCommerce Performance: Why Your Store Is Slow

WooCommerce performance problems are rarely the host. The real causes are uncached carts, bloated queries and plugin sprawl, and what fixing each costs.

Read article
Drupal Migration in 2026: Costs, Options and Deadlines
Web Tutorials

Drupal Migration in 2026: Costs, Options and Deadlines

Drupal migration in 2026: Drupal 10 loses support in December and Drupal 7 already has. What each path costs, how long it takes, and which one you need.

Read article
Hire a Drupal Developer: Rates, Skills and Vetting
Web Tutorials

Hire a Drupal Developer: Rates, Skills and Vetting

Hire a Drupal developer who can actually maintain your site. Compare 2026 UK rates, the skills that matter before Drupal 10 support ends, and how to vet.

Read article
Self-Hosting Kimi K3: Hardware, Cost and Sovereignty
Infrastructure Tutorials

Self-Hosting Kimi K3: Hardware, Cost and Sovereignty

Self-hosting Kimi K3 means about 1.4 TB of weights and far more VRAM than a single GPU node. Here is the real hardware, cost and data sovereignty maths.

Read article

Direct engineering support

Have a system that needs more?

Tell us about the workflow, the constraints and the result you need.

A PROJECT STARTS WITH A CONVERSATION

Tell us what
you have in mind.

Share the outcome you need, your existing systems and any constraints. You don't need a technical specification to start.

If the form does not work, email us directly at contact@mecanik.dev

Direct engineering support

Direct technical collaboration.
A clear scope and accountable delivery.