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description=Apify Store author — 31 published actors. Writing about web scraping, data extraction, and Python automation.;
keywords=software development, engineering, rails, javascript, ruby;

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Text of the page (random words):
about 0012303 badges 2 week community wellness streak keep the community conversation going post at least 2 comments for 2 straight weeks and unlock the 4 week badge close 1 week community wellness streak for actively engaging with the community by posting at least 2 comments in a single week close writing debut awarded for writing and sharing your first dev post continue sharing your work to earn the 4 week writing streak badge close skills languages python javascript apify sdk playwright crawlee cheerio beautifulsoup sql postgresql docker currently learning vector databases faiss qdrant rag patterns and how llms handle structured data extraction currently hacking on 31 published apify actors blog spinov online tutorials and a few rag side experiments with faiss on scraped data available for sponsored technical articles custom apify actor builds and short term scraping consulting post 3396 posts published comment 26 comments written tag 2 tags followed 10 free art museum apis with no key 2026 alex spinov alex spinov alex spinov follow jul 16 10 free art museum apis with no key 2026 api python webdev beginners comments add comment 19 min read want to connect with alex spinov create an account to connect with alex spinov you can also sign in below to proceed if you already have an account create account already have an account sign in 11 free space astronomy apis with no key 2026 alex spinov alex spinov alex spinov follow jul 15 11 free space astronomy apis with no key 2026 api python space webdev comments add comment 36 min read 11 free music apis with no key or signup 2026 alex spinov alex spinov alex spinov follow jul 14 11 free music apis with no key or signup 2026 api python webdev beginners comments add comment 18 min read 10 free facts jokes name apis with no key 2026 alex spinov alex spinov alex spinov follow jul 13 10 free facts jokes name apis with no key 2026 api programming webdev beginners comments add comment 18 min read 9 free mock fake data apis with no key 2026 alex spinov alex spinov alex spinov follow jul 12 9 free mock fake data apis with no key 2026 api testing webdev programming comments add comment 16 min read 8 free pop culture apis with no key 2026 alex spinov alex spinov alex spinov follow jul 11 8 free pop culture apis with no key 2026 api python webdev beginners comments add comment 15 min read 8 free research paper apis with no key 2026 alex spinov alex spinov alex spinov follow jul 10 8 free research paper apis with no key 2026 api python opendata ai comments add comment 17 min read 8 free food nutrition apis no key tested 2026 alex spinov alex spinov alex spinov follow jul 9 8 free food nutrition apis no key tested 2026 api opendata webdev programming comments add comment 16 min read 10 free government apis with no key or signup 2026 alex spinov alex spinov alex spinov follow jul 8 10 free government apis with no key or signup 2026 api opendata webdev programming comments add comment 14 min read 9 free public holiday time apis with no key 2026 alex spinov alex spinov alex spinov follow jul 6 9 free public holiday time apis with no key 2026 api webdev programming productivity comments add comment 14 min read 9 free company data apis with no key or signup 2026 alex spinov alex spinov alex spinov follow jul 5 9 free company data apis with no key or signup 2026 api python database opendata comments add comment 13 min read 8 free cve vulnerability apis with no key 2026 alex spinov alex spinov alex spinov follow jul 4 8 free cve vulnerability apis with no key 2026 security api devops python comments add comment 13 min read 8 free geocoding apis with no key and no signup 2026 alex spinov alex spinov alex spinov follow jul 3 8 free geocoding apis with no key and no signup 2026 ai api webdev python 1 reaction comments add comment 10 min read 11 free no key apis your ai agent can use to read the web alex spinov alex spinov alex spinov follow jul 2 11 free no key apis your ai agent can use to read the web ai api webdev programming 1 reaction comments add comment 8 min read your llm json got cut off don t just raise max_tokens alex spinov alex spinov alex spinov follow jul 1 your llm json got cut off don t just raise max_tokens ai llm python reliability comments add comment 11 min read your agent success rate counts only the survivors alex spinov alex spinov alex spinov follow jun 29 your agent success rate counts only the survivors ai llm observability python comments 4 comments 11 min read rag chunking overlap 0 drops facts on the boundary alex spinov alex spinov alex spinov follow jun 28 rag chunking overlap 0 drops facts on the boundary ai rag llm python comments add comment 10 min read ssrf in ai agents blocking 169 254 by string isn t enough alex spinov alex spinov alex spinov follow jun 27 ssrf in ai agents blocking 169 254 by string isn t enough ai llm agents security 1 reaction comments add comment 14 min read caching llm calls a raw prompt key almost never hits alex spinov alex spinov alex spinov follow jun 26 caching llm calls a raw prompt key almost never hits ai llm agents python 1 reaction comments add comment 9 min read you can t unit test an ai agent you can regression gate it alex spinov alex spinov alex spinov follow jun 25 you can t unit test an ai agent you can regression gate it ai llm agents testing comments add comment 12 min read your agent trusts the tool s description the attack hides there alex spinov alex spinov alex spinov follow jun 24 your agent trusts the tool s description the attack hides there ai llm agents security 1 reaction comments add comment 13 min read your ai agent logged its own api key i wrote the 40 line redactor alex spinov alex spinov alex spinov follow jun 23 your ai agent logged its own api key i wrote the 40 line redactor ai llm agents security comments add comment 15 min read your rag answers confidently the source doesn t say that alex spinov alex spinov alex spinov follow jun 22 your rag answers confidently the source doesn t say that ai llm rag agents 1 reaction comments add comment 13 min read the mcp tool your agent calls changed its schema it didn t notice alex spinov alex spinov alex spinov follow jun 21 the mcp tool your agent calls changed its schema it didn t notice ai llm agents 1 reaction comments add comment 15 min read your ai agent scraped a page the page told it what to do alex spinov alex spinov alex spinov follow jun 20 your ai agent scraped a page the page told it what to do ai llm agents security 1 reaction comments add comment 9 min read your agent doesn t run out of context it degrades at 79 alex spinov alex spinov alex spinov follow jun 19 your agent doesn t run out of context it degrades at 79 ai llm agents python 1 reaction comments 1 comment 8 min read the cheaper api was 2 5x cheaper it cost 1 6x more alex spinov alex spinov alex spinov follow jun 18 the cheaper api was 2 5x cheaper it cost 1 6x more ai llm agents python comments add comment 10 min read one empty 200 ok poisoned 5 of my agent s 10 steps alex spinov alex spinov alex spinov follow jun 17 one empty 200 ok poisoned 5 of my agent s 10 steps ai llm agents python 1 reaction comments add comment 13 min read the http code your ai agent doesn t handle yet 402 alex spinov alex spinov alex spinov follow jun 16 the http code your ai agent doesn t handle yet 402 ai llm agents python 2 reactions comments 12 comments 12 min read your ai agent will double charge on a lost response alex spinov alex spinov alex spinov follow jun 15 your ai agent will double charge on a lost response ai llm agents python comments add comment 14 min read your ai agent s memory has no expiry date i scored freshness on a real corpus alex spinov alex spinov alex spinov follow jun 14 your ai agent s memory has no expiry date i scored freshness on a real corpus ai llm rag python comments add comment 14 min read your ai agent re reads every page it already saw i measured the 8x context tax alex spinov alex spinov alex spinov follow jun 13 your ai agent re reads every page it already saw i measured the 8x context tax ai llm agents python comments add comment 10 min read your ai agent trusts a 200 ok i logged how often the page was garbage alex spinov alex spinov alex spinov follow jun 12 your ai agent trusts a 200 ok i logged how often the page was garbage ai llm python webscraping comments add comment 14 min read 11 free ai apis you can use without paying openai 2026 update alex spinov alex spinov alex spinov follow jun 12 11 free ai apis you can use without paying openai 2026 update ai api machinelearning beginners comments add comment 5 min read give your ai agent a web fetch tool a 60 line mcp server free self hosted alex spinov alex spinov alex spinov follow jun 11 give your ai agent a web fetch tool a 60 line mcp server free self hosted webscraping python ai mcp comments 4 comments 10 min read your scraper re downloads everything most didn t change alex spinov alex spinov alex spinov follow jun 9 your scraper re downloads everything most didn t change webscraping python dataengineering performance comments add comment 11 min read your ai agent is paying for html it never reads i measured the 7x token tax alex spinov alex spinov alex spinov follow jun 9 your ai agent is paying for html it never reads i measured the 7x token tax ai python webscraping llm comments add comment 5 min read your scraper got clean data the site lied to it alex spinov alex spinov alex spinov follow jun 8 your scraper got clean data the site lied to it webscraping python dataengineering dataquality comments add comment 11 min read your scraper passes every run it s still rotting alex spinov alex spinov alex spinov follow jun 7 your scraper passes every run it s still rotting webscraping python dataengineering monitoring comments add comment 9 min read your scraper collected 50 rows there were 4 000 alex spinov alex spinov alex spinov follow jun 6 your scraper collected 50 rows there were 4 000 webscraping python dataengineering pagination comments add comment 7 min read your scraper died at row 12 000 the rerun pattern alex spinov alex spinov alex spinov follow jun 5 your scraper died at row 12 000 the rerun pattern python webscraping dataengineering reliability comments add comment 13 min read a 30 line probe that tells you if a page needs a browser alex spinov alex spinov alex spinov follow jun 5 a 30 line probe that tells you if a page needs a browser webscraping python performance dataengineering 1 reaction comments add comment 10 min read you pay for the bandwidth that returns nothing alex spinov alex spinov alex spinov follow jun 4 you pay for the bandwidth that returns nothing webscraping python dataengineering proxies 1 reaction comments add comment 7 min read a budget brake that stops a scraper before 200 alex spinov alex spinov alex spinov follow jun 3 a budget brake that stops a scraper before 200 python webscraping costoptimization dataengineering 1 reaction comments add comment 11 min read spoofing your scraper s fingerprint is a losing arcade alex spinov alex spinov alex spinov follow jun 1 spoofing your scraper s fingerprint is a losing arcade webscraping botdetection fingerprinting python comments add comment 9 min read your scraper returned a clean row it was wrong alex spinov alex spinov alex spinov follow jun 1 your scraper returned a clean row it was wrong webscraping python ai llm comments add comment 10 min read 9 free llm apis in 2026 you can use without a credit card alex spinov alex spinov alex spinov follow may 31 9 free llm apis in 2026 you can use without a credit card ai llm api python comments add comment 11 min read http 200 is a lie a 30 line schema canary for source drift alex spinov alex spinov alex spinov follow may 30 http 200 is a lie a 30 line schema canary for source drift dataengineering python webscraping api 1 reaction comments add comment 10 min read feeding raw html to your llm is a token tax i measured it on 10 real pages median 7 4 and it hits every scheduled run alex spinov alex spinov alex spinov follow may 28 feeding raw html to your llm is a token tax i measured it on 10 real pages median 7 4 and it hits every scheduled run webscraping python ai dataengineering 2 reactions comments 1 comment 8 min read your scraper s retry loop is a ddos button here s the 30 line fix with real output alex spinov alex spinov alex spinov follow may 27 your scraper s retry loop is a ddos button here s the 30 line fix with real output webscraping python dataengineering tutorial 1 reaction comments add comment 4 min read scraping all the text is the easy 10 keeping the corpus worth training on is the other 90 notes from 962 runs alex spinov alex spinov alex spinov follow may 26 scraping all the text is the easy 10 keeping the corpus worth training on is the other 90 notes from 962 runs webscraping python ai apify 2 reactions comments add comment 9 min read your recurring scraper is re downloading data that didn t change here s the 15 line fix conditional get alex spinov alex spinov alex spinov follow may 26 your recurring scraper is re downloading data that didn t change here s the 15 line fix conditional get webscraping python ai apify 2 reactions comments add comment 5 min read three memory leak patterns in long running scrapers and how i caught them after 968 trustpilot runs alex spinov alex spinov alex spinov follow may 18 three memory leak patterns in long running scrapers and how i caught them after 968 trustpilot runs webscraping python ai apify 1 reaction comments 2 comments 4 min read residential vs datacenter proxies which should you use for web scraping in 2026 alex spinov alex spinov alex spinov follow may 8 residential vs datacenter proxies which should you use for web scraping in 2026 python webscraping tutorial webdev 2 reactions comments add comment 8 min read 5 apify webhook patterns that turn one off scrapers into reliable data pipelines alex spinov alex spinov alex spinov follow may 6 5 apify webhook patterns that turn one off scrapers into reliable data pipelines webscraping python apify tutorial 1 reaction comments add comment 5 min read how to scale web scraping to 100k pages without getting blocked alex spinov alex spinov alex spinov follow apr 30 how to scale web scraping to 100k pages without getting blocked python webscraping tutorial webdev comments add comment 10 min read uploadthing has a free api that most developers dont know about alex spinov alex spinov alex spinov follow mar 30 uploadthing has a free api that most developers dont know about nextjs upload react webdev comments add comment 1 min read next intl has a free api that most developers dont know about alex spinov alex spinov alex spinov follow mar 30 next intl has a free api that most developers dont know about nextjs i18n react webdev comments add comment 1 min read fumadocs has a free api that most developers dont know about alex spinov alex spinov alex spinov follow mar 30 fumadocs has a free...