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Ami StudioOleksii Zahlukha

Automation & AI agentsMain Helper — one agent that also guards the server

Main Helper — one agent that also guards the server

One conversation in Telegram for everything technical: it works through automation failures, sends a digest three times a day, searches the web and sets reminders.

How it's wired

Error TriggerFormat errorSend to TelegramTrigger chatThe owner?Admin agentHaikuserver: workflowsserver: errorsSplit chatChat replyrun a hookSanitiseSend flattenedMorning 08:00Hand over what piled upEvening 20:00Night 23:00Extract the inputVoice?Download the voiceSTTRecognised?Voice inNo speech-to-text keyAny text?MemoryBrave Searchset a reminderMedia?Download the mediaTag the mediaUnderstand the mediaMedia understood?Media inMedia not understoodMark the shown onesVoice did not downloadConsoles and servicesDigest test
Main Helper — watchdog40 · 41

Drawn from the live workflow — every node and every arrow is really there. The labels are translated from the originals.

What it is

Once there are many automations, each brings its own alerts — and a single failure arrives as ten messages from ten different bots. Within a week people stop reading all of them at once, including the ones that matter. The rule here is strict and deliberate: everything technical goes through one interlocutor.

It does not merely forward alarms, it works through them: it looks at what fell over, reads the error, explains the cause in words and suggests what to do about it. Three times a day a digest arrives — what ran, what failed, what to expect. Plus the ordinary things: web search and reminders, because nobody is going to open a separate app for those.

Specifications: built on n8n, models on free tiers, and a Telegram bot for the whole interface. There are no screenshots on the showcase: the screens show server addresses.

Nearby work

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