RT Avi Chawla (@_avichawla)Devs often treat Agent context as an access problem.The thinking goes like this:"If there's no API, just scrape the website. And if scraping breaks, let the Agent use the browser like a human."This sounds reasonable until you try to run it in production.To see why, consider a simple task:"Watch this site and notify me when the price changes."Without an API, the Agent has to infer meaning from HTML, layouts, and UI behavior.But if a pop-up appears or the DOM shifts, then suddenly, ...

If you found it insightful, reshare it with your network.Find me → @_avichawlaEvery day, I share tutorials and insights on DS, ML, LLMs, and RAGs. https://t.co/ocO8UZkuFaAvi Chawla (@_avichawla):Devs often treat Agent context as an access problem.The thinking goes like this:"If there's no API, just scrape the website. And if scraping breaks, let the Agent use the browser like a human."This sounds reasonable until you try to run it in production.To see why, https://t.co/mq7APfuOH6 ...

Devs often treat Agent context as an access problem.The thinking goes like this:"If there's no API, just scrape the website. And if scraping breaks, let the Agent use the browser like a human."This sounds reasonable until you try to run it in production.To see why, consider a simple task:"Watch this site and notify me when the price changes."Without an API, the Agent has to infer meaning from HTML, layouts, and UI behavior.But if a pop-up appears or the DOM shifts, then suddenly, the Agent is clicking the w ...