Multi-Agent Systems Break Differently Than Single Agents
A single agent failing is a tractable problem. You have a bad output, a traceback, maybe a timeout. You fix the prompt or swap the model. Multi-agent
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A single agent failing is a tractable problem. You have a bad output, a traceback, maybe a timeout. You fix the prompt or swap the model. Multi-agent
Travel booking data is among the most valuable — and hardest to scrape — on the web. Booking.com, Expedia, and Kayak use aggressive anti-bot measures,
Campaign finance data is public by law. The FEC publishes every donation over $200 to federal candidates. This data powers investigative journalism, c
Supply chain disruptions cost businesses billions. Port closures, factory shutdowns, shipping delays — early detection means early response. Here's ho
API documentation follows predictable patterns — endpoints, parameters, response schemas. What if you could scrape docs from any API and auto-generate
How to Automate Client Reporting for Financial Advisors Every Monday morning, RIAs and family office operators do the same ritual: log into
Commodity prices move fast — oil, gold, copper, wheat. Traders, analysts, and supply chain managers need real-time visibility. Here's how to build an
B2B lead generation runs on data. The best sales teams enrich prospects with company data, verified emails, and professional profiles. Here's how to b
Pricing is the most powerful lever in business. Knowing your competitors' prices in real time lets you react instantly — adjust margins, match promoti
Academic research intelligence is a growing field. Whether you're tracking emerging technologies, monitoring competitors' R&D, or building citation ne
I'm a product manager, not a developer. No CS degree. But four days ago I asked "what if an LLM could actually feel?" — and built MATE: a deterministi
A few weeks ago, Promptfoo — one of the most popular open-source LLM evaluation frameworks — joined OpenAI. I don't think that's inherently bad. But
SpotGamma, Unusual Whales, and FlashAlpha all serve the options analytics space but they solve fundamentally different problems. SpotGamma essentially
Docling is an open-source document conversion tool from IBM Research. It takes PDFs and converts them into clean, structured output like Markdown, HTM
We've all been there. Your dog is acting weird. Is she anxious? Bored? Sick? Or just being a dog? I spent three months building an AI system that tri
This is the base html which essentially provides all the templating for the rest of the html files. As we can see below the navbar is templated to be
The Scale Problem Scraping 100 pages is a script. Scraping 10 million pages is an engineering challenge. As you scale web scraping, every p
Why Mine GitHub Data? GitHub hosts over 200 million repositories and 100 million developers. Mining this data enables powerful use cases:
YouTube Data: What's Available and How to Get It YouTube is the world's second-largest search engine with over 800 million videos. Whether
Why Aggregate Product Reviews? Product reviews are scattered across dozens of platforms — Trustpilot, G2, Amazon, Google, Yelp, Capterra. B