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📰 Dev.to · Ava Torres

Articles from Dev.to · Ava Torres · 45 articles · Updated every 3 hours · View all reads

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How to Build a Competitor Intelligence Pipeline Using Free Government Data
Dev.to · Ava Torres 1w ago
How to Build a Competitor Intelligence Pipeline Using Free Government Data
Your competitors are filing public documents that tell you everything about their business. Here's how to pull it automatically.
Free Data Sources Real Estate Investors Are Sleeping On (And How to Actually Use Them)
Dev.to · Ava Torres 1w ago
Free Data Sources Real Estate Investors Are Sleeping On (And How to Actually Use Them)
Property data doesn't have to cost $300/month. Here are the public sources serious investors are pulling from -- and how to get the data programmatically.
How to Build a Competitor Intelligence Pipeline Using Free Government Data
Dev.to · Ava Torres 1w ago
How to Build a Competitor Intelligence Pipeline Using Free Government Data
Your competitors are filing public documents that tell you everything about their business. Here's how to pull it automatically.
Free Data Sources Real Estate Investors Are Sleeping On (And How to Actually Use Them)
Dev.to · Ava Torres 1w ago
Free Data Sources Real Estate Investors Are Sleeping On (And How to Actually Use Them)
Property data doesn't have to cost $300/month. Here are the public sources serious investors are pulling from -- and how to get the data programmatically.
How to Automate Vendor Due Diligence (and Cut 3 Hours Per Supplier Down to 10 Minutes)
Dev.to · Ava Torres 1w ago
How to Automate Vendor Due Diligence (and Cut 3 Hours Per Supplier Down to 10 Minutes)
Procurement teams are still doing vendor vetting manually in 2026. Here's how to automate the whole thing using free public data sources.
Build SEC EDGAR Filing Alerts with n8n and Apify
Dev.to · Ava Torres 1w ago
Build SEC EDGAR Filing Alerts with n8n and Apify
Why Monitor SEC Filings? Public companies file 10-K, 10-Q, and 8-K reports with the SEC....
Scraping YellowPages with Python in 2026: What Actually Works (and What Doesn't)
Dev.to · Ava Torres 1w ago
Scraping YellowPages with Python in 2026: What Actually Works (and What Doesn't)
I tried scraping YellowPages.com with Python in 2026. Here's what changed, what broke, and the approach that actually works now.
How to Search Secretary of State Business Filings Programmatically (Multi-State)
Dev.to · Ava Torres 1w ago
How to Search Secretary of State Business Filings Programmatically (Multi-State)
Every state has a business entity registry. None of them have good APIs. Here's how to search CA, TX, NY, and FL filings programmatically.
How to Get Historical Stock Data from Yahoo Finance (Without Paying for an API Key)
Dev.to · Ava Torres 1w ago
How to Get Historical Stock Data from Yahoo Finance (Without Paying for an API Key)
Yahoo Finance still has a free API for historical stock prices, dividends, and splits. Here's how the v8 chart endpoint works and what to watch out for.
I built 59 scrapers for US government data and most of them were a waste of time
Dev.to · Ava Torres 1w ago
I built 59 scrapers for US government data and most of them were a waste of time
I've spent the last few months building web scrapers for US government databases. Secretary of State...
How to Give Your AI Agent Access to Real Government Data (MCP + Apify)
Dev.to · Ava Torres 2w ago
How to Give Your AI Agent Access to Real Government Data (MCP + Apify)
If you're building AI agents with Claude, GPT, or any LLM, you've probably hit the "real data" wall....
How to Search OSHA Workplace Inspection and Violation Data Programmatically
Dev.to · Ava Torres 2w ago
How to Search OSHA Workplace Inspection and Violation Data Programmatically
Every OSHA inspection in the United States is a public record. When OSHA inspects a workplace --...
How to Get Industry Employment and Business Counts by Location (Census Bureau County Business Patterns API)
Dev.to · Ava Torres 2w ago
How to Get Industry Employment and Business Counts by Location (Census Bureau County Business Patterns API)
The Census Bureau publishes employee counts, establishment counts, and payroll by industry and geography for every US county and ZIP code. Here's how to query i
How to Search Federal and State Court Opinions Programmatically (CourtListener API)
Dev.to · Ava Torres 2w ago
How to Search Federal and State Court Opinions Programmatically (CourtListener API)
CourtListener has millions of court opinions from every federal and state court. Here's how to search, filter, and export case law data without manual legal res
How I Replaced ZoomInfo with Free Government APIs (and Saved $15K/Year)
Dev.to · Ava Torres 2w ago
How I Replaced ZoomInfo with Free Government APIs (and Saved $15K/Year)
I was paying for ZoomInfo. Then I realized most of the data I actually used -- company verification,...
Scraping YellowPages with Python in 2026: What Actually Works (and What Doesn't)
Dev.to · Ava Torres 2w ago
Scraping YellowPages with Python in 2026: What Actually Works (and What Doesn't)
I tried scraping YellowPages.com with Python in 2026. Here's what changed, what broke, and the approach that actually works now.
How to Search ClinicalTrials.gov Programmatically (The v2 API is Actually Good Now)
Dev.to · Ava Torres 2w ago
How to Search ClinicalTrials.gov Programmatically (The v2 API is Actually Good Now)
ClinicalTrials.gov rebuilt their API from scratch in 2024. Here's how to search it properly and get clean data out.