The Vision: Pure Temporal, AI-Enhanced Authentication Over the past few days, I’ve been immersed in building an authentication system that combines Temporal.io workflows with AI-enhanced security. The goal was ambitious: Continue reading Building an AI-Powered Authentication System with Temporal.io
Why execution legitimacy matters more than intelligence Modern AI discourse focuses obsessively on capability. Bigger models. Longer context windows. More sophisticated reasoning chains. Yet most failures in real-world AI systems Continue reading Five Non-Negotiable Principles for Controllable AI Systems
In the world of software, Version Control is an important infrastructure. Imagine having to write code without being able to track the changes. This is recipe for chaos. Version Control Continue reading Version Control
In the early days of AWS, if you had a server in your local data center that needed to upload logs to S3, you likely did the unthinkable: you created Continue reading Ditching the Access Key: Implementing IAM Roles Anywhere for Secure Edge and On-Prem Workloads
How we built a serverless solution that sends daily AWS cost reports to Microsoft Teams, featuring account names, cost analysis, and smart alerts – all for less than $0.50/month. A Continue reading Building an Automated AWS Billing Report System with SAM and Microsoft Teams
Definitions Git is a widely used, free, and open-source system designed to handle projects of all sizes. It enables developers to track changes in code for development projects and also Continue reading Introduction to Gitbash and Github
I’ve witnessed the development of AI this year, especially on AWS. Simple prompt engineering and Retrieval Augmented Generation (RAG) have given way to autonomous agents. These programs are capable of Continue reading Beyond Chatbots: Building Autonomous Multi-Agent Workflows with Amazon Bedrock and Step Functions
Web3 Developer – NFT Minting & Blockchain Integration 📍 Remote | 💼 Contract | 💰 Competitive Compensation Company: PayZentric | Industry: Fintech, Blockchain, Payments About PayZentric PayZentric is a fintech Continue reading Looking for Web3 Developer – NFT Minting & Blockchain Integration
Imagine standing in front of your CISO (or a very strict Data Privacy Officer in Germany) and saying: “We are moving our sensitive patient data to the cloud.” The reaction? Continue reading The “Virtual Air Gap”: Building Fort Knox in AWS
You know the feeling; you’ve integrated three payment providers, and each one has its own special snowflake implementation. Copy-paste, tweak and repeat. After six months, you’re debugging the same bug Continue reading Stop Building Features: Start Building Patterns
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?
