DDietlyindietly.hashnode.dev·1h ago · 6 min readWhat ODbL Means for Commercial Nutrition AppsWhat ODbL means for commercial nutrition apps This is an engineering overview, not legal advice. Database rights and contract questions depend on jurisdiction and architecture. Read the licence and ob00
DDietlyindietly.hashnode.dev·1h ago · 6 min readBuilding Reliable Barcode Lookup for a Nutrition AppBuilding reliable barcode lookup for a nutrition app A successful scan is not the same thing as a successful product lookup. The camera may decode a valid GTIN that your database has never seen, or mu00
DDietlyindietly.hashnode.dev·2h ago · 6 min readHow to Handle Missing Nutrition Data Without Lying to UsersHow to handle missing nutrition data without lying to users In nutrition data, null and zero are different facts. Zero sugar means a source reported no sugar. A missing sugar field means the source di00
AGAastha Gadeinaasthardg.hashnode.dev·1d ago · 5 min readMost 'Autonomous AI' isn't autonomous. It just predicts and stops.A while back I wrote a paper on autonomous AI systems for industrial equipment. The core argument was simple: almost everything we call 'AI-powered' in industrial settings is really just a forecasting00
MMastrosinmastros.hashnode.dev·3d ago · 4 min readExporting Telegram group members, messages, and media to CSV or JSONTelegram is much friendlier than WhatsApp about letting your data out, but "friendlier" still leaves gaps. The Desktop app can export a whole account or a single chat, yet if what you actually need is00
DMDipti Moryaniindiptis-case-studies-and-articles.hashnode.dev·4d ago · 8 min readRadial Heatmaps in 2026: Visualizing Cyclical Data for Smarter Business DecisionsOrganizations today collect massive amounts of time-based data—from website traffic and customer purchases to manufacturing output and IoT sensor readings. While traditional charts such as line graphs00
YVYenosh Vinyenosh.hashnode.dev·6d ago · 9 min readBeyond Traditional Charts: How Radar Charts Reveal Hidden Patterns Across Multiple Business DimensionsIntroduction: Seeing the Complete Picture Behind Complex Data In today’s data-driven business environment, organizations measure success through multiple dimensions. A product is not evaluated only by00
DMDipti Moryaniindiptis-case-studies-and-articles.hashnode.dev·6d ago · 9 min readBeyond Dashboards: How Power BI Key Influencers Visual Uses AI to Discover What Really Drives Business OutcomesIntroduction: Moving from “What Happened?” to “Why Did It Happen?” Modern organizations generate massive volumes of data every day—from customer interactions and sales transactions to operational metr00
SKSachin Kamathinzeliot-official.hashnode.dev·6d ago · 6 min readPrivatise your Data Streams with Bring Your Own Cloud (BYOC) TL;DR Traditional SaaS streaming requires exporting sensitive data to a vendor cloud, creating security risks and egress costs. BYOC reverses this model by running the data plane inside the customer’s00
AArisyninarisyn.hashnode.dev·Jul 13 · 6 min readBuilding a Relationship-Aware Text-to-SQL WorkflowWhy trusted joins matter as much as business semantics Most Text-to-SQL examples start with a simple flow: Question → Schema → LLM → SQL It works well when the schema is small, the relationships are 00
