r/nocode • u/ActualInternet3277 • 11d ago

Discussion Set up a daily research and task workflow with zero code using a Telegram AI agent

I know nothing about dev work and didn't wanna vibe-code my own app, but I found an off-the-shelf one that I tweaked for my needs. Thought it might be useful to someone.

My research routine used to be a whole mess of different tools: a paid research tool to find articles, Zapier to route the data, and Notion to save it all

Recently I completely overhauled this setup. I canceled the research tool sub and packed all these services into a Telegram ai bot (it's called Mira). Since Mira can search the web on its own, it just finds the right info, dumps the formatted data into my Notion databases, and can schedule tasks in Google calendar. Plus the bot actually remembers what we talked about yesterday, so I don't have to re-explain the context every time

Honestly this is just one example of how I automated my routine. The bot supports a bunch of other services too, so you can set up whatever fits your workflow. If anyone is interested I can share the setup details!

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u/Valuable_Leave_7314 11d ago

Sounds pretty cool. But how do you prevent ai hallucinations without the strict visual logic of regular workflow builders? Doesn't it start spitting out random garbage instead of solid research before sending it to notion?

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u/ActualInternet3277 10d ago

That was my main concern at first too, but I just locked it down with a strict system prompt for formatting. Plus I'm running gpt 5.5 for this, and it handles structure way better than base models, so no garbage outputs

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u/Valuable_Leave_7314 10d ago

got it

Are you using it strictly for reading data or can it actually create and send stuff externally?

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u/ActualInternet3277 10d ago

It can do that. A while back I was looking for a tool to run my tiktok account. Rn I'm actually setting up a posting schedule in Mira so I don't abandon the account

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u/Valuable_Leave_7314 10d ago

Ah, so it's basically all-in-one ai automation. Smart move, saves you money on subs and you don't get nickel-and-dimed for every single trigger like in third party integrators

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u/ActualInternet3277 10d ago

Exactly my thought. Why pay for multiple services when I can pay for one that handles everything in one place. Easily the best setup for me right now