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News
Where Background Removal APIs Send Your Users' Video
38+ min ago (914+ words) Picking a background removal API is an engineering decision right up until it stops being one. The masks hold on hair and glasses, the latency fits, the integration is a two day job, and then a security reviewer at your…...
Salesforce Data Cloud: When Source!= Target
26+ min ago (623+ words) The source and target environments look identical. So why does the deployment fail? This was one of the most interesting problems I encountered while working on a Salesforce Data Cloud deployment. The architecture looked correct. The components existed in both…...
Deep Dive into Mixture of Experts: From 1991 to DeepSeek-V3
23+ min ago (738+ words) Every major LLM lab is in a conundrum today, deliberating between scale vs cost. Making a dense model... Tagged with ai, llm, deepseek, google....
Why Battery Storage Calculations Fail: Modeling Peukert's Law, Inverter Tare Losses, and Depth of Discharge in TypeScript
48+ min ago (225+ words) The most common mistake in residential battery sizing and emergency backup calculations is the linear division trap: In physical reality, electrochemical cells and power electronics never behave linearly. Under real-world load conditions, nominal runtime formulas can overestimate battery backup endurance…...
Engineering an Annulus Area Check Into Your CAD and GIS Pipeline
51+ min ago (904+ words) This article is for engineers and developers who need to verify, automate, or audit an annular area calculation that lives inside a larger system. It assumes you have already decided that an annulus is the right shape, and focuses on…...
Fill an SMS Verification Code Without Reading the Inbox
1+ hour, 7+ min ago (134+ words) Codename One adds phone-number and OTP components plus one-time-code autofill on iOS, Android, and the web without requesting permission to read SMS messages. Tagged with java, mobile, android, ios....
Why Giving AI Agents More Context Can Make Them Worse
1+ hour, 18+ min ago (919+ words) Most AI agent demos start with the model. We ended up spending far more time thinking about what gets put around the model. I run 23 holiday lets and have been building AI agents into the day-to-day operation. Guest messaging sounds…...
Designing a Privacy-First Architecture for Sensitive Data: Zero-IP Logging, Postgres RLS, and AI Safety
1+ hour, 22+ min ago (216+ words) When building software that handles sensitive human data (like workplace feedback, satisfaction surveys, and compliance reports), security and privacy cannot be treated as optional features or mere legal disclaimers. They must be embedded into the core system design. At Sigilo…...
Hiring Is a Black Box on Both Ends
1+ hour, 22+ min ago (332+ words) I've been on both ends of the same black box this year. Both sides are drowning. Both sides are trying to figure out the same two things, in opposite directions: Here's what our first-party data — plus the 2026 research now landing…...
From Automation Frameworks to Agentic QA: What Changes When AI Can Take Action?
1+ hour, 18+ min ago (693+ words) A Staff SDET's field guide to the architectural shift — for juniors who want to actually understand... Tagged with playwright, ai, testing, qa....