InHome Development · Engineering notes
Insights
How we think through property data, AI delivery, Telegram operations, automation and acquisition systems. These notes describe actual system boundaries rather than generic technology trends.
- 01
Real Estate Technology
Why property search starts with one record
The data decisions behind a property catalogue that brokers can use after a buyer enquires.
- 02
AI Factories
How a governed AI work order reaches review
A practical boundary between model orchestration, human review and product release.
- 03
Telegram Systems
Connecting Telegram Mini Apps to an operator layer
How customer interfaces, bots, policy and human review fit together.
- 04
Automation Systems
Why an automation run needs approval and a receipt
From a trigger to a confirmed destination without losing the human decision.
- 05
Marketing & Creative
From campaign creative to a useful lead handoff
What a property campaign must connect beyond the image or film.
- 06
AI Factories
Building an AI agent for a Cyprus business: where human approval belongs
An AI agent can prepare and route work; a person should retain control of sensitive decisions and external actions.
- 07
Telegram Systems
Telegram Mini App or web app for a Cyprus business?
Choose the customer surface by the job it must do, then connect it to the same data, permissions and operator workflow.
- 08
Real Estate Technology
How we deduplicate property inventory from Cyprus developers
A property data pipeline preserves source identity and sends probable cross-source duplicates for review before publication.
- 09
Real Estate Technology
What a CRM-ready property enquiry contains
An enquiry is useful when the buyer’s requested property, source and next owner stay connected through follow-up.
- 10
AI Factories
How an AI software factory differs from a coding assistant
A coding assistant helps produce code; a governed factory keeps scope, specialist work, review and release attached to one work order.