Latest Insights.
Investor articles, deal case studies, and market updates.
What are Section 8 AI skills? A plain-English guide for investors
Section 8 AI skills are instruction files that turn Claude into a specialized deal finder and underwriter for HUD voucher rentals. Here's how they work, what they automate, and how to build one tuned to your strategy.
Read article →Cap rate, cash-on-cash, and the 1% rule: which one actually matters for Section 8
Three different metrics answer three different questions. Here's when each one is the right tool, and when it quietly lies to you.
Read article →HQS is becoming NSPIRE: what Section 8 landlords need to know before 2027
HUD's inspection standard is changing, and the compliance deadline keeps moving. Here's the actual timeline, what's already in effect, and what isn't.
Read article →What actually matters in a Section 8 crime check (and what's noise)
Not all crime data is equal. Here's how to read a SpotCrime map without over- or under-reacting to citywide statistics that don't apply to your block.
Read article →Deal Finder vs. Deal Analyzer: why Section 8 investing needs two separate AI skills
Sourcing and underwriting are different jobs. Here's why The Section 8 is split into two skills instead of one, and how they hand off to each other.
Read article →Why using Zillow's 'Rent Zestimate' for Section 8 will bankrupt you
Why assuming market rent for HUD tenants breaks your cash flow, and how to use SAFMR instead.
Read article →How we automate HQS inspection pre-screening to avoid $5,000 surprises
How our AI skill scans listing descriptions for subtle red flags like lead paint and HVAC issues before you even make an offer.
Read article →Why we built an AI skill instead of another real estate calculator app
Discussing the limitations of rigid web calculators and why bringing the analysis directly into Claude is significantly faster for investors.
Read article →The math behind a 15% Cash-on-Cash Section 8 deal
Why most spreadsheets get Section 8 underwriting wrong, and how to accurately model live mortgage rates and property management fees.
Read article →Why finding the HUD Fair Market Rent takes too long (and how we fixed it)
A deep dive into the UX pain of navigating the HUD user portal, and how our AI agent extracts the exact rent ceiling in seconds.
Read article →State laws that quietly kill out-of-state Section 8 cash flow
Why investing in the Midwest requires understanding eviction timelines, rent control laws, and source-of-income protections.
Read article →