Where is 09:00? Make the time zone visible in n8n schedules
The same instant looks different in Istanbul and New York, and some local times occur twice in autumn. Separate the workflow’s zone, execution instant and displ...
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Experiments in software, design and artificial intelligence.
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Small AI interface updates: keep control of the screen
Treat a model response as a bounded data change rather than executable interface code. Try a fixed-seed JSON preview that rejects stale responses, unknown field...
Two languages, two addresses: pair article URLs deliberately
A Turkish article and its English edition can use different readable slugs. Pair the editions when the translation exists; avoid publishing an empty English pag...
Before sharing an n8n workflow: where is the secret?
A workflow export can contain more than nodes. Credential names, imported cURL headers and sample data deserve their own review. Explore four sharing paths befo...
What may an agent do? Separate permissions from the task
“Handle this task” does not grant a tool unrestricted access to every account. Make reading, drafting and external sending separate capabilities with a small, i...
Retrying in n8n: recover without doing the same job twice
A timed-out request does not prove that its operation failed. Design retries around error type, waiting budget, operation identity and a separate path for uncer...
React loading and error states: keep the user’s task intact
An interface is not complete merely because its successful response looks good. Design a small interaction that preserves input, explains what is pending and of...
Why is a WordPress URL missing from search? A diagnostic sequence
Before installing another SEO plugin, inspect one exact URL. Narrow the problem using its response status, access rules, noindex, canonical, sitemap entry and t...
Monitor source changes without losing the original link
Finding an item does not establish its accuracy or importance. Design a small monitoring flow that preserves source identity, dates, duplicate handling and an i...
Writing code in natural language: turn a request into a verifiable task
A useful coding request explains both the desired behavior and how to recognize a correct result. Start with a small example, define acceptance criteria, inspec...
Turning AI output into UI: components instead of arbitrary HTML
Validate model data, map it to allowed components, and design loading and failure states.
Visibility in AI search: start with sound SEO
Build accessible, sourced content that answers a real question, without confusing it with a visibility guarantee.
Estimate an AI request cost: tokens and limits
Calculate your own usage scenario instead of memorizing model prices, and identify costs outside the simple estimate.
An AI information workflow: where human review belongs
Design a small workflow that retains sources, exposes uncertainty and pauses before taking action.
Learning n8n locally: the license and the real costs
Start with a small automation experiment. Separate licensing, infrastructure costs and a safe production setup.
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