This most likely isn’t an issue with TMI, as the servers have been relatively stable as of late.
If you are using a pre-built IRC library, sometimes they may be incompatible with Twitch. If there’s debugging within the IRC library, you should print everything you are sending and receiving to/from the server and check that it’s not the library itself causing issues.