← All work

A coach that remembers, so habits build across weeks instead of resetting.

A Telegram based accountability coach with persistent memory. It holds context between conversations, checks in daily, and runs containerised in the cloud without manual supervision.

Runs on Persistent memory Telegram Bot API Docker Cloud deployment Daily scheduling
Live Coach@AI
Cadence Daily Memory Persistent Deployment Containerised Manual server work None

The challenge

Coaching bots forget. Each conversation starts from nothing, which is fine for answering a question and useless for building a habit over months.

The habit is the product. Without memory of what someone committed to last week, a coach can only offer encouragement, and encouragement without accountability is noise.

01 Context had to survive between sessions, not just within one conversation.
02 The interface had to be somewhere people already are, not another app to open.
03 Running it had to not require anyone administering a server.

The system

01

Remember

A memory layer holds goals, commitments, and history, so each conversation continues the last one rather than restarting it.

02

Check in

Daily prompts arrive in Telegram, where the conversation already lives, so responding costs no extra effort or attention.

03

Hold to account

The coach references what was actually committed to, which is the difference between accountability and encouragement.

04

Run itself

Containerised deployment means the service restarts, updates, and scales without anyone logging into a machine.

How it works under the hood

Memory design is the whole problem. Storing a transcript is easy and useless; what matters is deciding what to retain, how to summarise it, and when to surface it, so the coach recalls the commitment rather than the conversation.

Memory is the product.

Anything can hold a conversation. Holding someone to what they said three weeks ago is the part that actually changes behaviour.

What this means for your business

Conversations with continuity

Support, onboarding, and coaching all break the same way when context resets. Persistent memory is the fix for all three.

Meet people where they are

Deploying into a messaging app people already use removes the adoption problem before it starts.

Deploy and forget

Containerised services stay up without anyone tending them, which is the difference between a demo and a product.

Build something that remembers.

We build and run these systems ourselves, so you are hiring people who operate the thing rather than specify it. Tell us where your product forgets.

Book a call

Thirty minutes on what runs manually today. We follow up by email and send a proposal with scope and a fixed price before any work starts.

Or hire us through Upwork ↗