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News
We Connected Digital Agents to a Physical Robot at WRC 2026 — Why Robots Need Two Brains
5+ min ago (906+ words) At this year's World Robot Conference (WRC) in August, a robot stood beside the podium on the closing day, helping staff carry out the award ceremony. It was a joint creation from Mininglamp and HIKROBOT's shared booth, and one of…...
Building a Quote Monitoring Pipeline for Insurance Pricing
47+ min ago (673+ words) A pricing team asks for competitor intelligence, and the first version usually looks simple: request a few quotes, put the premiums in a spreadsheet, compare numbers. Then the quote form changes, one site starts returning captchas, another hides fees behind…...
XopProtector vs. dpt-shell, Jiagu, nmmp and Mocika Shield: A Practical Comparison of Open-Source Android APK Protection
19+ min ago (519+ words) Android APK protection has evolved far beyond traditional DEX encryption. There are several open-source projects worth studying, but they take very different technical approaches. This article compares five projects: For developers looking for a complete and practical Android protection framework,…...
Why Your Laptop Fan Is Loud Without Being Hot
17+ min ago (245+ words) Have you ever noticed your laptop fan running loudly, yet the temperature sensors show it's not hot at all? This is a common issue that can be both puzzling and frustrating. Let's dive into why this might be happening and…...
No, the LLM Doesn't Get to Approve Your Refund
34+ min ago (337+ words) ADR 001: why refund eligibility is deterministic Java, not a model judgment Part 3 of an ongoing experiment: building an LLM-powered support agent with deterministic boundaries. The companion repo grows with the series. Post 2 gave us the ruler: facts with high cost…...
The 59% Never Happened to You
32+ min ago (372+ words) The underlying shape survives the correction, and it is more interesting than the headline. For the median team, feature-branch throughput rose 15% year over year. Main-branch throughput fell 7%. Work went up. Merges went down. That is the finding worth arguing about,…...
Understanding the Git Workflow: Working Directory, Staging, Commit and Push
45+ min ago (162+ words) Once a commit has been done, what follows is transfer it to the remote repository. This action is only possible, through the push command on GitHub. This happens with the following command Nice breakdown for someone getting started with Git....
FileToolkit: Offline Python CLI for batch image compression, PDF tools, dedupe & OCR
1+ hour, 16+ min ago (277+ words) What My Project Does FileToolkit is a fast, completely offline Python CLI that packs 7 essential file-processing utilities into a single tool: Batch Image & PDF Compression: Shrink JPG/PNG/PDF sizes with custom quality and resolution thresholds. Format Conversion: Seamless conversion…...
Prompt caching strategies to cut LLM costs by 70%
47+ min ago (659+ words) If you're running LLM-powered features in production, your token bill is probably higher than it should be. Most teams feed the same system prompt, tool definitions, or retrieval context with every request — paying full price to process tokens they've already…...
What is an AI Agent Phone?
1+ hour, 21+ min ago (433+ words) An AI agent phone is a real, or cloud-hosted, smartphone that an LLM-powered agent can operate on its own. It sees the screen, taps, swipes, types, opens apps, and completes multi-step tasks the same way a person would. Instead of…...