Blog

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

Latest articles

249 articles in the archive

Entity SEO: Teaching Search Engines What You Are
Web Tutorials

Entity SEO: Teaching Search Engines What You Are

Retrieval systems match concepts, not strings. What an entity is, why consistency beats keyword density, and how to make a machine understand you.

Read article
Software Testing Strategies That Survive Real Users
Programming Tutorials

Software Testing Strategies That Survive Real Users

Why high coverage still ships bugs, which tests earn their maintenance cost, and how to build a suite a team trusts enough to deploy on a Friday.

Read article
Fintech Software Development UK: FCA, Rails and Cost
Programming Tutorials

Fintech Software Development UK: FCA, Rails and Cost

What FCA authorisation does to a fintech build timeline, why payment rails decide the architecture, and what the work costs a UK company in 2026.

Read article
MVP Software Development: Scope, Cost and Timeline
Programming Tutorials

MVP Software Development: Scope, Cost and Timeline

What an MVP should and should not contain, realistic UK costs and timelines, and the scoping mistake that turns a three-month build into a nine-month one.

Read article
Why Your Content Ranks But Never Gets Cited
Web Tutorials

Why Your Content Ranks But Never Gets Cited

Top ten rankings drawing almost no clicks is now the normal state. Our own numbers, why answers replaced results, and what actually earns a citation.

Read article
Does llms.txt Do Anything Yet? The Evidence
Web Tutorials

Does llms.txt Do Anything Yet? The Evidence

Adoption of llms.txt rose 8.8x in a year, and 97% of the files get zero AI requests. What the server logs show, and whether it is still worth publishing.

Read article
Blocking or Allowing AI Crawlers: The Business Decision
Web Tutorials

Blocking or Allowing AI Crawlers: The Business Decision

Whether to block AI crawlers is a commercial decision, not a technical one. What Cloudflare changed, what blocking costs you, and how to decide.

Read article
Cloudflare Queues: Background Jobs at the Edge
Web Tutorials

Cloudflare Queues: Background Jobs at the Edge

How Cloudflare Queues works, what an operation really costs, the limits that decide whether it fits, and when a queue is the wrong answer entirely.

Read article
Cloudflare Hyperdrive: Postgres From the Edge
Web Tutorials

Cloudflare Hyperdrive: Postgres From the Edge

What Cloudflare Hyperdrive actually solves, why a Worker talking straight to Postgres is slow, the real limits and costs, and when it is the wrong tool.

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.