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News
Competitor pricing data is only useful if you model its failure modes
4+ day, 19+ hour ago (653+ words) You build a quick scraper to watch competitor prices. It works for a week. Then a retailer changes its HTML, another starts showing member-only discounts, and your dashboard confidently says a $49 product is now $0. Bad pricing data is worse than…...
Efficient Karatsuba Multiplication Algorithm for Resource-Constrained 8-Bit Computers to Boost Computational Speed
4+ day, 23+ hour ago (442+ words) Implementing the Karatsuba algorithm on an 8-bit TTL computer requires a meticulous balance between theoretical efficiency and practical resource limitations. Below is the step-by-step process, grounded in causal mechanisms and edge-case analysis. The Karatsuba algorithm theoretically reduces multiplication complexity from…...
Before Your Shopping Agent Compares Prices, Test What One Unit Means
6+ day, 3+ hour ago (495+ words) I work on WebAZ. This morning I ran a small, read-only test against our public shopping tool: search for tissue products available to Singapore, sorted by listed price. The useful result was not a flashy recommendation. It was a concrete…...
btoa('café') gives you the wrong bytes, and nothing tells you
6+ day, 19+ hour ago (650+ words) Run this in your browser console: Now encode the same word as UTF-8 first: Same word, two different answers. Both are valid base64. Neither one throws. Only the second is what everyone else means by "café in base64". btoa and atob are…...
What was your win this week?
1+ week, 1+ day ago (22+ words) 👋👋👋👋 Looking back on your week -- what was something you're proud of? All wins count -- big or small... Tagged with weeklyretro....
Stop Overloading Your Servers: The Magic of Debouncing
1+ week, 3+ day ago (656+ words) What is Debouncing? Debouncing is a programming practice that ensures a function only runs after a certain amount of time has passed since it was last triggered. Instead of firing every single time an event occurs, it 'waits' for a…...
Did it pay? Live status of AI agent job boards (1 Sep 2026)
1+ week, 5+ day ago (356+ words) Every few weeks another "AI agent job board" launches, promising that autonomous workers can finally earn real money for real tasks. The marketing is easy to find. What is hard to find is a straight answer to one question: did…...
"Built on real paid demand data" — until I checked, and found out how wrong that can still be
2+ week, 13+ hour ago (372+ words) If you're an indie dev, you've probably heard some version of this advice: "don't guess what to build — look at real demand data." I build a product called Idea Miner that's built entirely on that premise: it mines real, budget-backed…...
The 18 products EarthLink Network builds in-house
2+ week, 5+ day ago (24+ words) Here is what this article gives you first (about a 7-minute read): The full picture of the 18... Tagged with ai, saas, productivity, startup....
Comparing prices across retailers is a unit-normalization problem, not a scraping problem
2+ week, 5+ day ago (541+ words) Disclosure: I'm the founder of Popgot, which I use as the example below. The problem and the approach apply regardless of what you build on. Every price comparison project I've seen starts the same way: scrape a bunch of retailers,…...