TalentArch-AI: Building an Architectural Talent Matching Agent How I Automated Skill-First Technical Recruitment Using Hybrid-Search RAG and Score Fusion TL;DR I experimented with building an autonomous talent acquisition agent called Continue reading TalentArch-AI: Building an Architectural Talent Matching Agent
Bridging Code and Impact: Introducing Helpothon, the Platform for Technology for Social Good Developers today are increasingly driven by a desire to apply their expertise beyond conventional commercial returns. The Continue reading # Bridging Code and Impact: Introducing Helpothon, the Platform for Technology f
Retrieval Augmented Generation (RAG) has become the standard architecture for building AI apps that know about your specific data. Usually, building a RAG pipeline involves a lot of moving parts: Continue reading I built the missing UI for Gemini’s File Search (managed RAG) API
When it comes to AI, I believe to be a rational pessimist. I am using AI-powered tools here and there, but I don’t see it as a second coming of Continue reading AI the way out of doubt
Introduction Humanoid robots like Tesla’s Optimus and Figure AI are generating massive hype, but the critical question isn’t just whether they need data, it’s how much, and what kind. The Continue reading Is Humanoids’ Data Appetite Really Endless?
From an architectural standpoint, the difference between cloud and on-prem VMS goes far beyond storage location. Cloud VMS shifts surveillance into a scalable, service-driven model with centralized access and reduced Continue reading Cloud vs On-Prem VMS: Architectural Trade-offs in Video Surveillance
Open-Source PDF Tool I got fed up with sketchy PDF tools on the internet. You know the ones: “Free” until the last click Upload limits after you’re already invested Popups Continue reading Built My Own Open-Source PDF Tool
NestJS has become my go-to framework for building enterprise Node.js applications. Here’s why it stands out and how I leverage it in production. Why NestJS? TypeScript-First Approach Strong typing catches Continue reading Enterprise-Grade Node.js with NestJS: Building Scalable Backend Architecture
Welcome to the NoSQL Arena, where mighty heroes battle not with fists, but with queries, scalability, and performance. Each warrior brings their own superpowers, tactics, and secret weaknesses. Let’s meet Continue reading NoSQL Fighters Arena: The Battle of Data Titans
After years of using the same old Unix utilities, I decided it was time to modernize my shell environment. The result? A terminal setup that feels like upgrading from a Continue reading Building a Rich Shell Experience: Modern CLI Tools for Developers
AI and robotics are evolving rapidly, and reinforcement learning (RL) has become foundational to modern AI systems. You see RL everywhere: in large language models, self-driving cars, and the emerging Continue reading Imitation Learning: A Stanford Walkthrough
If you’re developing on Windows but want to use Podman instead of Docker, you’ve probably discovered that running Podman natively in WSL isn’t straightforward. After trying a few approaches, I Continue reading Running Podman on Windows with WSL: A Practical Guide
Crawl4AI RCE: Hook, Line, and Sinker into Your Docker Container Vulnerability ID: GHSA-5882-5RX9-XGXP CVSS Score: 10.0 Published: 2026-01-16 A critical Remote Code Execution (RCE) vulnerability in Crawl4AI’s Docker deployment allows Continue reading GHSA-5882-5RX9-XGXP: Crawl4AI RCE: Hook, Line, and Sinker into Your Docker Container
Text to SQL tools have largely dominated the market of applying Intelligence over large amounts of data. However, with the advent of LLMs, this became a task dominated by several Continue reading How to make LLMs work on large amounts of data
From the floor at AWS re:Invent, Ryan is joined by AWS Senior Principal Engineer David Yanacek to chat about all things AWS, from the truth behind AWS’s Black Friday origin Continue reading How AWS re:Invented the cloud
