russula
Newbie
- Mar 14, 2025
- 6
- 7
Is device emulation better than API usage for automation?
On the one hand, emulating a device (with a literal emulator, or remote device access) will actually do the things that regular users do. In theory, at least. Sometimes, there may be changes that break certain features, forced updates (if you use a very old Instagram version) and so on. However, these things are uncommon. With good proxies (residential + dedicated/shared with 1 or 2 users) and software that works as intended, this seems like a clear no-brainer. Device emulation could be literally undetectable if done right.
However, all that the app is doing is providing an interface that sends API requests. If programmed right, using the API should be just as seamless as device emulation. No bans, bot detection or anything like that. It's important to note here that Meta has "Whitehat" testing, allowing you to remove Certificate Pinning. The existence of this, in tandem with the many online guides regarding unofficial Certificate Pinning (patching the APK, for example) mean that reverse engineering the API isn't actually as hard of a task as it may first appear. It's tedious, but doable (There are also exisitng libraries documenting large parts of the API). I mention this as I feel that emulation is a lot of peoples' go-to method, in part, due to the ease of it. API use also has a huge benefit compared to emulation, in that it uses vastly less resources. You don't need the overhead that a device requires (virtual or otherwise). From a developer perspective, this means API use is much more scaleable, and cheaper on a per-account basis. This is beneficial for both service providers and users.
Of course, Instagram is notorious for it's anti-spam/bot detection measures. With no publically released limits for specific user actions, both API use and emulation both pose risks if not done correctly.
With this in mind, is API use really off-limits for emulation? I've seen a few posts in here that imply that it is. Although I'm well aware of the higher threshold for decent API methods, am I naive for believing it's possible? Does it not just need the right person (or people) to get it working?
Hopefully I'm making sense and not rambling too much, I'd love to hear your thoughts on the matter!

On the one hand, emulating a device (with a literal emulator, or remote device access) will actually do the things that regular users do. In theory, at least. Sometimes, there may be changes that break certain features, forced updates (if you use a very old Instagram version) and so on. However, these things are uncommon. With good proxies (residential + dedicated/shared with 1 or 2 users) and software that works as intended, this seems like a clear no-brainer. Device emulation could be literally undetectable if done right.
However, all that the app is doing is providing an interface that sends API requests. If programmed right, using the API should be just as seamless as device emulation. No bans, bot detection or anything like that. It's important to note here that Meta has "Whitehat" testing, allowing you to remove Certificate Pinning. The existence of this, in tandem with the many online guides regarding unofficial Certificate Pinning (patching the APK, for example) mean that reverse engineering the API isn't actually as hard of a task as it may first appear. It's tedious, but doable (There are also exisitng libraries documenting large parts of the API). I mention this as I feel that emulation is a lot of peoples' go-to method, in part, due to the ease of it. API use also has a huge benefit compared to emulation, in that it uses vastly less resources. You don't need the overhead that a device requires (virtual or otherwise). From a developer perspective, this means API use is much more scaleable, and cheaper on a per-account basis. This is beneficial for both service providers and users.
Of course, Instagram is notorious for it's anti-spam/bot detection measures. With no publically released limits for specific user actions, both API use and emulation both pose risks if not done correctly.
With this in mind, is API use really off-limits for emulation? I've seen a few posts in here that imply that it is. Although I'm well aware of the higher threshold for decent API methods, am I naive for believing it's possible? Does it not just need the right person (or people) to get it working?
Hopefully I'm making sense and not rambling too much, I'd love to hear your thoughts on the matter!