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Can You Trace an AI Decision Back to the Data That Created It?
5+ day, 19+ hour ago (900+ words) A walk backward through data, context, and reasoning — and why most enterprise AI systems can't survive the trip. I've spent over a decade building enterprise data and analytics platforms — the kind that sit underneath dashboards, reports, and, increasingly, AI-driven recommendations…...
The Best Alternatives to Kaiko, CoinAPI & CoinDesk Data APIs in 2026: Pricing, Coverage & Latency | HackerNoon
5+ day, 20+ hour ago (1631+ words) The more useful questions are: How much of the crypto market does the API actually cover? Does one subscription cover both CEX and onchain markets? How far back does the historical data go? Can you stream data rather than constantly…...
The $0 Email Engine: How I Used Notion, GitHub, Amazon SES to Outsmart Email Service Providers
6+ day, 9+ hour ago (798+ words) If you walk into any modern marketing department or tech startup, you’ll find them paying $300 to $1,000 every single month for bloated Email Service Providers (ESPs) like Mailchimp, SendGrid, or Klaviyo. And what do they get for that monthly enterprise ransom?...
What 15 Years of Pre-AI CPQ Got Right That AI Teams Now Re-Learn
6+ day, 13+ hour ago (821+ words) I keep reading agentic AI postmortems that arrive at a conclusion I learned in 2011: the model is only as good as the product catalog underneath it. Three disciplines. Here is what each one is, why CPQ got it right, and…...
Stop Calling AI Errors "Hallucinations." They Are Product Failures
6+ day, 19+ hour ago (1704+ words) Hallucination’ makes an industrial information failure sound like a charming psychological quirk. If a paid professional invented facts this confidently, we would fire them quickly. My first gripe is this. This is the dictionary definition of a hallucination: A hallucination…...
The TechBeat: Your AI Productivity Gains Are Creating a Talent Crisis (9/6/2026)
1+ week, 37+ min ago (64+ words) HackerNoon How are you, hacker? 🪐Want to know what's trending right now?: The Techbeat by HackerNoon has got you covered with fresh content from our trending stories of the day! Set email preference here. The TechBeat: GitHub Stacked PRs: A…...
Before You Automate a Decision, Define Its Blast Radius
1+ week, 21+ hour ago (1665+ words) Over the years, working with enterprise data, analytics, reporting, and production systems has made me increasingly cautious about one particular statement: “The system worked exactly as designed.” Sometimes, that is reassuring. Other times, it is the beginning of a much…...
What Internal AI Projects Teach You That No Guide Will, Part 1
1+ week, 1+ day ago (745+ words) Anyone who has ever built an enterprise AI application knows the feeling: you look at the first promising tests, the team is excited, everything seems to go to plan. But a few sprints in, the project just stalls, and not…...
AI Doesn't Have a Code Problem - It Has a Business Problem
1+ week, 3+ day ago (1476+ words) A few years ago, writing software was one of the primary bottlenecks in engineering. Need a new API? Someone must build it. Need an integration? Someone must understand the provider, design the flow, write the code, handle the edge cases,…...
Your Backtest's Max Drawdown Is a Single Sample, Not a Risk Estimate
1+ week, 3+ day ago (1023+ words) Every backtest report has a line that says maximum drawdown. Mine said 15.3R. I used that number to size positions for years, and it took me an embarrassingly long time to notice that it is not a risk estimate. It is…...