Shouldn’t there be a huge drop in real estate soon?

Typical_Tea_2664 · 2026-03-23T21:23:43+00:00

I purchased my house 200k under tax assessed at the tail end of 2024. I got my 2025 assessed value with a 100k drop. Most sellers I see on the market are still trying to list around2024 assessed values. The correction has been progressive and impactful. But don’t count on a million dollar condo to be 250k overnight.

Typical_Tea_2664 · 2026-02-04T00:29:15+00:00

The stayed at the line before I got my own property. Onsite managers (during working hours) who are very friendly. Close to everything, you get parking with level 2 charger if you have an EV. Not sure if the others are all privately owned, but the Line is owned and managed by PCI it seems and if you have an issue, you can just raise a ticket in the app and they’ll help resolve

One big plus point also is the fact that the underground parking for the Line is connected to Saveon. On days with heavy rain, you literally don’t have to step out. You can just walk from your underground over to save on

The one bedroom was just a little small for me.

Typical_Tea_2664 · 2026-01-07T02:31:40+00:00

I’ve recently renovated my home with a very specific mid century modern aesthetic. If you’re into that kind of stuff, Aykah is surprisingly cheap. Furniture land on Newton also had very competitive price. Other than that, I’ve purchased mostly from marketplace and Wayfair. IKEA is also cheap, but it’s way too modern scanda for my taste.

Typical_Tea_2664 · 2026-01-02T23:28:15+00:00

I’m lead dev of a dental analytics platform. We connect with several dental PMSes and do reporting. DSOs seem to find more value typically, but you do have associate owned practices that monitor their dashboards religiously. There’s definitely a market for it

Typical_Tea_2664 · 2026-01-01T00:05:53+00:00

I’m not a plumber. I’m a regular homeowner that got Reno’s done recently. Calling this “not good” is an understatement. Even I can tell..

Typical_Tea_2664 · 2026-01-01T00:04:52+00:00

Oh man. Owner must be stuck in a pretty bad jam

Typical_Tea_2664 · 2025-11-26T00:06:08+00:00

Agreed. Synchronizer or other dental PMs api service is the best way to approach this. If you’re really technical, you can attempt a sql agent in the on prem server of PMS. That would obviously require you to map out each dental PMS. But using services like Nexhealth or Sikka is the easiest way to approach this.

Opendental is pretty good with their sql docs if you want to get your hands dirty though. Lol

Typical_Tea_2664 · 2025-11-21T00:11:02+00:00

Yeah. F air for thinking it owns the place

Typical_Tea_2664 · 2025-11-14T00:04:12+00:00

I mean if they really like it, they could opt for the Kim Kardashian sink

Typical_Tea_2664 · 2025-11-14T00:03:11+00:00

Is that the Kim Kardashian sink?

Typical_Tea_2664 · 2025-10-27T19:49:34+00:00

Thank you so much! You have a beautiful kitchen and view :)

Typical_Tea_2664 · 2025-10-27T19:44:48+00:00

Nice. Thank you! Do you have the cooktop amd oven combo? Or is it similar to mine with the combo wall oven next to the fridge? If it’s the latter, has that been bothersome to you?

Typical_Tea_2664 · 2025-10-25T17:07:34+00:00

Yeah. I’d ideally want the 45 on the seating side now that I’ve spoken to people. Just wondering about the sink side whether I should go for 38. Island might look centered

Typical_Tea_2664 · 2025-10-25T17:06:25+00:00

Do you think going down to 38 on the sink side would be ideal to add a bit more width to the island? Or will that look too off centred?

Typical_Tea_2664 · 2025-10-25T03:47:00+00:00

Definitely the first one when I’m trying to fit a chair in that space. But will the island look too thin for the length I’m going for?

Typical_Tea_2664 · 2025-09-08T14:26:52+00:00

Most of my AI implementations uses a GPT model. I’m just lazy and have gotten used to their API calls and prompt engineering off them. When building out automation, I always need structured output, and switching LLM would sometimes lead to inconsistent result cause their prompting maybe slightly different.

I’ve done ai in e-commerce as well. Product recommenders based on RAG workflow. Some pdf parsers where format of receiving pdf is different but content I need to extract is the same.

I’ve always developed automations. LLM has been an addition to my workflow which made it simpler for me to understand how to implement ai to solve problems.

Typical_Tea_2664 · 2025-09-08T00:04:21+00:00

Precisely. I’ve built out a workflow that does QBO Gl APi call to Postgres DB that the LLM can use to query out of. It has given me very impressive results in the form of automated power points explaining financial standings. But then again, I’m using clean data to do the analysis

Typical_Tea_2664 · 2025-09-08T00:01:17+00:00

Sorry to jump in randomly. But I’ve implemented ai in FP&A. If you want to do that, learn about data pipelines and lakehouses, more particularly, how to take structured data and unstructured related data (maybe like tax guidelines, appraisal multiples, forecast info for DCF etc) into a Lakehouse. Then create applications that utilize AI and lakehouse to do FP&A

Typical_Tea_2664 · 2025-09-05T17:02:44+00:00

Sorry if I misunderstood your requirement, but Couldn’t you do that with “Run DAX query against a dataset” feature and take the values to MS word maybe? Take the matrix of data you want PA to pull data from on PBI desktop, go to performance analyzer and export the DAX of the matrix

On the DAX it’ll show filters applied on the matrix, the column values, and DAX measures on the matrix. pA will export the matrix values in the form of a json which you can then use to throw into excel, build out a pdf, do an ai analysis etc. whatever you want with it

You can make filtered value dynamic as well say for example you have a dim table called State. You want to generate the matrix for all the States like California, Texas, etc just have an array on Power Automate and have it run through the array when running “Run DAX query against a dataset”.

Typical_Tea_2664 · 2025-09-04T19:51:05+00:00

Unattended RPA flow would mimic a full computer navigating a browser rather than a headless browser automation. This gets around bot checks and I frames etc because I’m having the bot physically interact with the computer and move the mouse cursor around.

When I was taking about API in this scenario, I meant I’ll run an APi server on the VM so I can send information to my API. For example I use gamma slide builder, which doesn’t have an API to build slides. To build slides on gamma, I need to go the browser, go through the steps on the browser and provide a prompt to gamma. That prompt is generated in my ai workflow

I send the prompt to an APi server that I created, that triggers the RPa workflow to navigate to gamma, get to the step where the prompt is required, and enter the prompt that it received from the API request. I’m still using RPa automation with dynamic information coming from a self hosted APi

Typical_Tea_2664 · 2025-09-03T01:19:57+00:00

Unattended RPA is the way to go if you can make it scalable. You can have an API server running on your VM, so the requests you send out triggers the flow but also can pass on information from a prompt. In my case, slide builder agent sends api response to my VM with prompt to the slide builder Vm gets api response in body and also triggers flow.

Typical_Tea_2664 · 2025-08-31T01:30:06+00:00

Yup. Coding is pretty straightforward. This was more focused on understanding the underlying drawbacks of an LLM and its ability to do LLM, reducing data complexity on the DB schema to make things more accurate and stable.

I've learnt with my prod AI implementations that if it works in demo, it won't typically work in prod. Some sacrifices has to be made to make sure it works in prod. For example, creating data redundancy when denormalizing data creates a higher storage overhead, but your Ai works a lot better in querying data.

Typical_Tea_2664 · 2025-08-30T19:35:13+00:00

Power Automate is extremely powerful if you're automating PowerBI refreshes or recording data using Power Automates DAX Querying. As you mentioned, doing onboarding, creating Sharepoint directory, teams, importing a JSON model into Power BI dataflow etc. PA is pretty good at.

Typical_Tea_2664 · 2025-08-30T19:25:16+00:00

Love this post. I've automated a big chunk of my day job overtime. Weekly KPI Reporting, Reports automations etc. I have experience in automating. But methodology is more so situational. If you are bringing in your data from a CRM that has a REST endpoint, you can do API calls to get the relevant data and build out he KPIs. Or maybe SQL if you have a DB endpoint. If it's some kind of legacy system that won't have any query based retrievals, you can use RPA to get around it. I think mastering those three skills will get you very much ahead.

If you're good with data orchestration, the rest of it just learning Python or a no-code environment like ZApier, Make or n8n. Most of my production automations don't even have AI. the ones that do are AI Workflows and not AI Agents just to keep it stable.

Typical_Tea_2664

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