Month: June 2025

Given the current level of technological development, colonizing other planets seems extremely dangerous and pointless, regardless of the level of technical and financial investment. It is possible to imagine the creation of long-term bases on Mars, as well as the approximation of Martian conditions to Earth’s, according to James Green’s plan. Nevertheless, the colonization of … Read more

The cybersecurity landscape is constantly changing and even with new advanced safeguards, it has only grown increasingly perilous. As we saw in 2024, criminals use sophisticated cyberattacks to target organizations worldwide and the need to protect against such threats is only growing. The CrowdStrike 2025 Global Threat Report), alongside high-profile incidents like the Ticketmaster data … Read more

1 GitHub Copilot in VS2022 I am working on the development of .NET8/C#/ASP.NET8/EF8 application, which is now around 123.000 lines of code (SLOC), out of which 50.000 is EF-database-first model, in Visual Studio 2022. I have a subscription to GitHub Copilot Pro + license. So far, that AI tool has been good for limited-scope tasks. … Read more

Content Overview Shared layers Extract and reuse nodes in the graph of layers Extend the API using custom layers When to use the Functional API Functional API strengths Functional API weaknesses Mix-and-match API styles Shared layers Another good use for the functional API are models that use shared layers. Shared layers are layer instances that are … Read more

Table of Links Abstract and Introduction Backgrounds Type of remote sensing sensor data Benchmark remote sensing datasets for evaluating learning models Evaluation metrics for few-shot remote sensing Recent few-shot learning techniques in remote sensing Few-shot based object detection and segmentation in remote sensing Discussions Numerical experimentation of few-shot classification on UAV-based dataset Explainable AI (XAI) … Read more

In over a decade of building operational teams across emerging markets, I’ve learned this: hiring the right people is both an art and a system. The real skill? Recognizing potential before it turns into performance. Here’s how I do it — and how you can apply it to your next hire, especially in early-stage chaos. … Read more

Google quietly updates Angular docs with official AI integration guides using Genkit, Gemini API, and Firebase AI Logic for secure, multimodal apps.

Hello Team, I’ve developed a Jenkins pipeline that integrates with HashiCorp Vault to securely retrieve passwords and deploy packages to a host using Ansible. This approach eliminates the need for a Jenkins node agent, streamlining the deployment process while maintaining security. Password Storage in HashiCorp Vault In HashiCorp Vault, passwords are stored in a structured … Read more

Honestly, who am I to judge you? I’ve been stuck in this strange creative limbo for almost eight years. And to be fair, I’m still not entirely sure what I’m supposed to be writing or if I should even be writing at all. It’s crazy right? Oh yes, it can be. Especially when you consider … Read more

Key Takeaways: SDUI Necessity: Server-Driven UI will become essential for high-agility scenarios demanding rapid UI evolution and backend control over frontend composition. GraphQL as Orchestrator: GraphQL’s declarative nature and flexible schema will be ideal for querying and orchestrating dynamic UI structures and properties. WebAssembly for Performance: WebAssembly will enable high-performance, efficient rendering of server-defined UI, … Read more

Content Overview Setup Introduction Training, evaluation and inference Save and serialize Use the same graph of layers to define multiple models All models a callable, just like layers Manipulate complex graph topologies Models with multiple inputs and outputs A toy ResNet model Setup import numpy as np import tensorflow as tf from tensorflow import keras … Read more

New data from Udacity shows 85% of tech workers missed out on a new role during the past year because of poor interview skills. It’s time to change that. Here’s how.

Table of Links Abstract and Introduction Backgrounds Type of remote sensing sensor data Benchmark remote sensing datasets for evaluating learning models Evaluation metrics for few-shot remote sensing Recent few-shot learning techniques in remote sensing Few-shot based object detection and segmentation in remote sensing Discussions Numerical experimentation of few-shot classification on UAV-based dataset Explainable AI (XAI) … Read more