Disnana Blog
Articles about Dify, Bright Data, web development, infrastructure, and the experiments behind everyday engineering work.
I tested how AI handles missing scraping results and summarized the issues I found through fixes with Bright Data Scraper Studio, the CLI, and checking the target Collector.
A Qiita article collection CLI built with Bright Data’s Skill hit HTTP 402. This is how Codex investigated the cause, switched to the Browser API, and fetched 45 articles across two pages.
I tested Bright Data Scraper Studio’s Self-Healing on real dashboard versions v1, v2, and v3, and recorded how far I could leave repairs to it, and when it was better to rebuild from scratch.
![I asked for "up to 10 items," but got 40, so I had AI fix the generated code [Bright Data Scraper Studio]](/assets/bright-data-scraper-studio.Bs2StY_f_Zx29Jc.avif)
A verification log of generating a scraper from natural language in Bright Data Scraper Studio, then using Self-Healing to fix a 40-item result down to 10 items.
Using Dify and Bright Data’s LLM Scraper, this article introduces a GEO analysis workflow that automatically diagnoses how ChatGPT and Gemini recommend brands and products.
This article introduces a workflow that automates competitive comparisons, mention frequency analysis, and structured report generation needed for technology selection using Dify and Bright Data's LLM Scraper.
By integrating the LLM app development platform Dify with Bright Data’s SERP API, this article builds a workflow that automatically extracts the companies you should be approaching right now from target keywords and auto-generates sales emails.
![I asked for "up to 10 items," but got 40, so I had AI fix the generated code [Bright Data Scraper Studio]](/assets/bright-data-scraper-studio.Bs2StY_f_1SyJhD.avif)
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