CLEARBYTE / 8

Practical guides

Work through web, advertising, business and AI questions with clear examples, useful checks and primary references.

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Web & development

Diagnose HTTP 429, read Retry-After correctly and design a bounded retry queue with backoff, jitter and a worked request-rate example.

Choose responsive image candidates with a worked CSS slot and DPR example, valid srcset markup and a practical browser inspection checklist.

Fix stale JavaScript and CSS with content-versioned URLs, an HTML caching policy and a release checklist that also supports older open pages.

Reconcile ad clicks, landing requests and GA4 sessions with a worked measurement funnel and a checklist for redirects, consent and reporting scope.

Build consistent UTM campaign links, preserve existing URL parameters and fragments, and check attribution without putting personal data into URLs.

Calculate GA4 engagement and bounce rates from the same sessions, understand the engaged-session conditions and audit misleading comparisons.

Understand cash flow and accrual profit with an original month-by-month example covering customer invoices, inventory, expenses and a loan.

Understand why words and characters cannot give an exact AI token count, measure with the matching tokenizer and reserve a realistic request budget.