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Connect Telegram to Honeyhive

When something happens in Telegram, Notis takes the next step in Honeyhive. Describe what you want in plain English, or start from one of the examples below.

When this happens · Trigger

Do this · Action

Examples

Ways Notis can move work from Telegram to Honeyhive

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Log agent outputs for evaluation

Turn Telegram agent replies into HoneyHive model events so evaluation reviews have real examples to work from.

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Collect user feedback as evaluation examples

Add Telegram feedback and its relevant context to a HoneyHive dataset to make recurring evaluation improvements easier.

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Save button-confirmed feedback

Use a Telegram inline button as a deliberate signal to add a conversation example to a HoneyHive dataset.

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Collect channel feedback examples

Capture useful reactions or reports in Telegram channel posts as HoneyHive dataset examples for evaluation.

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Update HoneyHive when a Telegram example is corrected

Keep a HoneyHive event aligned with a Telegram message edit when a correction changes the example your team is reviewing.

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Log agent tool calls for later review

Record external tool calls discussed by an agent in Telegram as HoneyHive tool events for easier troubleshooting.

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Retrieve traces for a reported error

When a Telegram message reports an AI failure, retrieve matching HoneyHive events so investigation starts with evidence.

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Look up a datapoint mentioned in chat

Use a Telegram review request containing a known datapoint identifier to retrieve its HoneyHive details.

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Search HoneyHive examples from Telegram

Retrieve relevant HoneyHive datapoints when a Telegram discussion raises a question about examples or evaluation data.

Supported Triggers and Actions

Notis builds workflows that link Telegram to Honeyhive. A trigger fires from one place; an action lands in another.

Telegram triggers

Honeyhive actions

Recurring trigger

Notis starts this workflow on a schedule, such as daily, weekly, or during business hours.

TriggerScheduled

Add datapoints to dataset

Tool to add datapoints to a dataset. Use when you need to append multiple entries with specified input, ground truth, and history mappings.

ActionInstant

Webhook trigger

Notis starts this workflow when an external tool or custom backend sends an HTTP request.

TriggerInstant

Create Batch Model Events

Tool to create multiple model events in a single request. Use when you need to log a batch of event interactions to HoneyHive.

ActionInstant

New Message Received

Triggered when your bot receives a new message in a private chat, group, or supergroup. To receive every message in a group, Privacy Mode must be disabled for the bot in BotFather.

TriggerInstant

Create Batch Tool Events

Tool to log a batch of external API calls as tool events. Use when you need to record multiple tool events in one request—use after gathering all event data.

ActionInstant

New Channel Post

Triggered when a new post is published to a channel where your bot is an administrator.

TriggerInstant

Create Dataset

Tool to create a dataset. Use when you need to initialize a new dataset within a project.

ActionInstant

Callback Query Received

Triggered when a user taps an inline keyboard button attached to one of your bot's messages.

TriggerInstant

Create Tool

Tool to create a new tool. Use when you need to register a new function or plugin for invocation.

ActionInstant

Message Edited

Triggered when a message in a chat your bot can see is edited by its sender.

TriggerInstant

Delete Datapoint

Tool to delete a specific datapoint by its ID. Use when you need to remove a datapoint from HoneyHive after confirming its identifier.

ActionInstant

New Chat Member

Triggered when a new member joins a group or supergroup the bot belongs to, including when the bot itself is added.

TriggerInstant

Delete Dataset

Tool to delete a dataset by ID. Use when you need to remove a dataset after confirming its ID.

ActionInstant

End Evaluation Run

Tool to mark an evaluation run as completed. Use after finishing manual evaluations to update the run status to completed.

ActionInstant
Trigger Types

Four ways to start an automation.

A trigger is the event that kicks a workflow off. Notis supports four kinds: an event in a connected app, an inbound webhook, a recurring schedule, and soon, your own database.

Integration triggers

Fire when something happens inside a connected app. New Notion page, Stripe charge, Linear issue: any of 1,000+ apps can start a workflow.

New Notion pageStripe chargeCalendar event

Webhook triggers

A unique URL per workflow. Anything that can send an HTTP POST can start an automation, including no-code tools that speak webhooks.

Any HTTP POSTCustom backendIoT event
Works with
ZapierPipedream
Most used

Recurring triggers

Cron-style schedules run a workflow on the clock. Daily standups, hourly syncs, business-hours-only digests: the workhorse of Notis.

Daily · 8:00HourlyWeekdays only
Coming soon

Database triggers

Watch a row, query, or threshold in your own database and fire the moment the data changes. Row inserted, value crosses a limit, query starts matching.

Row insertedValue > limitQuery match
Why AI automation

Classic automation breaks. AI adapts.

Same triggers and actions, smarter middle. AI handles the fuzziness that breaks traditional Zapier-style workflows the moment a field gets renamed.

Classic automationAI automation
Cost
$ · pay per run
$$ · AI models per run
Reliability
Breaks on schema change
Adapts to format changes
Setup
Click 8 dropdowns
Describe it in English
Handles fuzzy
Hard-coded fields only
Reads intent, summarises
Human in loop
Bolted on
Built in · approval inbox
Maintenance
You own every break
Self-heals · we own it
Ease of use

Describe it. Notis builds it.

Skip the visual builder. Tell Notis what you want, in plain English. It writes the workflow, you review and deploy.

Notis

You · in the Notis Builder

NEW

“When a row gets added to the Q4 OKRs Notion database and the status is Blocked, send a Telegram message to the owner with a summary of what's blocking, and ping me if there's no reply within 24 hours.”

Notis built this automation:

TriggerRow added to "Q4 OKRs"
Condition✦Status = "Blocked"
AI step✦Summarise the blocker in plain English
ActionDM the row owner with summary
Timeout✦No reply in 24h → ping you
Observability

Watch every run.

Notis Desktop is Mission Control for your AI automations. See every run, replay, edit, or rewind. Set approval gates so Notis pauses before destructive actions.

  • Full run history with inputs, outputs and traces
  • Replay any run with edited inputs
  • Approval inbox, confirm via chat in one tap
  • Audit logs for compliance teams

Automations

Inbox

All12Manager5Telegram1Messages0Whatsapp2Email4Slack8

Migrate background jobs to a durable queue You can cancel it through Stripe

3 days

Notis v3 release update This one’s v3: Notis Manager (desktop app with …

8 days

Add multi-tenant RBAC User initiates a voice call

13 days

Draft pricing v (tiers, limits, overages) and sanity-check margins

2 weeks

Verify analytics events for new features That’s a really interesting automat…

1 month

Everything in the box.

Whatever starts the workflow, the platform underneath is the same: a thinking brain, full visibility, and you in control.

AI in the middle

Every step can include an LLM call: summarise, classify, extract, rewrite.

Full observability

Every run, every step, every input, all replay-able from Mission Control.

Human in the loop

Pause for approval. Notis pings you in chat with one-tap approve.

Self-healing

When an API changes shape, Notis adapts the parser. Less midnight fire-fighting.

Related pairs

More ways to connect Telegram and Honeyhive

Connect any two apps with Notis in the middle.

Telegram and Honeyhive, or any other combination from 1,000+ integrations.

When this happens · Trigger

Do this · Action

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