The study looks at metrics like job growth consistency, wage gains, high-tech GDP concentration, and how well metros hold up when national momentum slows.From an investor lens, that matters more than boom-cycle spikes.Why Huntsville’s inclusion is notable:• High concentration of engineering, defense, and aerospace employment• Federal and long-term contract-driven job base reduces cycle risk• Continued in-migration even as other markets cool• Strong alignment between wage growth and housing demandThis isn’t a market built on tourism, speculative tech, or short-term capital inflows.

My hope is to head off +50% percent of maintenance issues before they happen and make ongoing maintenance easier by doing the items below, all at once.

When I was in massachusetts everything was union built.

Listing typically do not disclose problems (big ticket items) especially if they are not owner-occupied (PDS is worthless in that case). 

How do you all track: • Appliances and items in each unit (fridge serial numbers, HVAC install dates, etc

Here's a https://www.irs.gov/businesses/cost-segregation-audit-technique-guide-chapter-4-principal-elements-of-a-quality-cost-segregation-study-and-report to the IRS website noting specific items that are included in the cost segregation study report. hmm, that website is a 404 error.  

These items can affect timelines, budgets, and operations if you’re not expecting them.If you’re actively investing in Cleveland and haven’t looked into these yet, happy to point you in the right direction or answer general questions.

Spent days digging through receipts and spreadsheets trying to compile expense reports for my accountant.How do you all track:• Appliances and items in each unit (fridge serial numbers, HVAC install dates, etc.)• Maintenance records and costs (what was fixed when, how much)• Which contractor did what work• Purchase dates/receipts for depreciation schedulesCurrently using Excel but it's a mess across 5 properties.

I’ve successfully built a stack that automates the intake and skip-tracing process for approximately $0.15–$0.30 per lead (API costs only).The Strategic Flow:Data Integrity: Using Google Address Autocomplete to ensure zero-error data entry from the start.Instant Valuation: Pulling real-time market data to provide the seller with a custom offer range immediately.Automated Skip Tracing: The system automatically pulls legal owner names, mobile numbers, and emails the second the form is submitted.Remote Management: I manage the entire logic (margins, repair costs, SMS triggers) through a Slack/Telegram integration so I don't need a heavy CRM.I’m currently running this through a Google Sheets backend to keep the tech stack lightweight.I’m curious to hear from the veterans here—at what volume does it make sense to move away from 'all-in-one' platforms and into custom API-driven automation?

Tax credit are write offs often dollar off for each dollar spent on items that are being incentivized.