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How I build browser automation pipelines

Apr 2026 · 6 min read · Lazar Gugleta

When I automate browsing for data products, I optimize for repeatability first, speed second. Stable extraction beats brittle speed in production.

This page is a local template example. You can duplicate it for each future blog post and keep everything on your own domain.

My baseline structure

I split each pipeline into three stages: navigation, extraction, and validation. This keeps failures isolated and easier to debug.

Why this works

Most scraping outages are selector drift and timing instability. If validation is mandatory, bad batches are blocked before they reach downstream dashboards or models.

What to add next

For your real posts, add header image, tags, estimated read time, and related-post links at the bottom. The page already supports mobile layout and theme switching.