😂 Honestly, I didn’t set out to build a public product.

I built ALAN OS for a very practical reason: my own design team was spending too much time moving information between tools, checking whether a render still matched the floor plan, and rebuilding the same decisions for every new view. I wanted one place where the project could stay coherent from the first conversation to the final handoff.

The first version is now a working, end-to-end spatial design workbench.

Here is the flow:

• Project brief — capture who will use the space, how they live, what matters to them, the city, the area and the real budget before talking about style. • Plan analysis — turn a floor plan into a clear set of walls, openings and functional zones, with a confidence check and a human confirmation step for uncertain dimensions. • Spatial model — keep one shared model as the source of truth, so renders, 360° views and presentation pages are based on the same geometry. • Style master — record the project’s palette, materials, lighting, camera language and furniture identity, then lock that “style DNA” before batch rendering. • Render set — bind camera points to the model and generate a consistent set of views instead of a collection of unrelated images. • 360° panorama — move from a fixed camera into a roamable scene while keeping the same doors, views, materials and furniture positions. • Presentation & handoff — turn the confirmed design decisions into a cleaner package that a client or team can actually review and use. • Cost estimator — calculate design and construction fees from area and unit rates, with room for discounts, furnishings, allowances and tax when needed.

The task queue and consistency gate are there to make the process visible. You can see what is running, what is locked and what is waiting. If the geometry, style master or camera coordinates drift, the batch is meant to pause instead of quietly producing a beautiful but incorrect image.

The cost page is already working in USD. For this 286 m² example:

Design: $200/m² → $57,200 Construction: $2,000/m² → $572,000 Total: $629,200 Blended rate: $2,200/m²

This is still v1, but it is already capable of supporting the full workflow. It is not a magic “make me a house” button, and it is not meant to replace design judgment. It is a way to keep the judgment, the geometry, the images and the budget connected so the team can spend more time designing and less time repairing handoffs.

The next layer I want to add is the part that makes a project truly ready for delivery: a detailed soft-furnishing schedule, lighting plans, water and electrical (MEP) layouts, and a clearer roll-up of those items into the total project price. I also want the calculator to handle currency exchange rates and tax rules, so a project can be priced consistently across countries instead of being rebuilt in a spreadsheet every time.

I built it for my own studio. The unexpected part is that other people started liking the idea too. That has me thinking about whether ALAN OS should eventually be open source. I haven’t made that decision yet.

If you have a good idea, a workflow pain point, or a feature you would genuinely use, please leave a comment or send me a message. I’d really like to hear your thoughts and build the next version with the people who will use it.

I like how ALAN OS treats the spatial model as the source of truth instead of another isolated render tool. The handoff from brief to style DNA to consistent views feels like a genuinely thoughtful systems workflow.

CSV Data Cleaner & Analyzer — A Python script I built that cleans messy CSV data (missing values, inconsistent formatting, duplicates) and generates summary statistics plus a chart using pandas and matplotlib. This is the kind of work I do for clients who need spreadsheets organized and ready to use.

Perfect Python script. You should also consider checking out OpenRefine, as it is very effective for data cleaning and handles duplicate records particularly well.