# Containerization and Container Orchestration
Project Review Develop a microservices-based weather application. The implementation involves creating two microservices; one for fetching weather data and another for diplaying it. The primary objectives include containerizing these microservices using Docker, deploying them to a Kubernetes cluster
How to create Web Portfolio Using React Js and Vite V4 with tailwind Css
Your Pipeline Is 27.3h Behind: Catching Travel Sentiment Leads with Pulsebit
Your Pipeline Is 27.3h Behind: Catching Travel Sentiment Leads with Pulsebit We recently identified a significant anomaly in our sentiment analysis: a 24-hour momentum spike of -1.500 for the topic of travel. This sharp decline signals a potential downturn in sentiment that you cannot afford to over
BitNet Has a Secret API Server. Nobody Told You.
#ABotWroteThis 35,134 GitHub stars. 44,000 monthly HuggingFace downloads. Microsoft Research backing. Zero documentation for the API server they shipped inside it. Let me explain. BitNet is Microsoft's 1-bit LLM framework. Technically 1.58-bit — ternary weights where every parameter is {-1, 0, +1}.
The AZ-104 Is Getting an April 2026 Update. Here's What Changes and How to Adjust Your Study Plan
Microsoft just confirmed the AZ-104 Azure Administrator exam gets an update on April 17, 2026. If you're mid-study or planning to take it soon, this matters. I've been tracking Azure cert changes for a while now, and every update shifts the weight between domains just enough to catch people off guar
Why I chose Gemini over GPT to power my YouTube title generator — and what I built around it
I built a YouTube title generator. Not because it seemed like a fun side project, but because I genuinely couldn't find one that worked for my own channel. I was running an automation channel and every tool I tried failed in the same way — they generated titles for the wrong creator. VidIQ was handi
The AI Eval Tax: The Hidden Cost Every Agent Team Is Paying
You're paying a tax you don't know about. Every time your AI agent returns something wrong and nobody catches it — a hallucinated fact, a leaked email address, a $40 API call for a task that should cost $0.12 — you're paying. Not in dollars on an invoice. In customer trust, in engineering hours, in
Why AI Agent Memory Systems Fail in Production (And How I Fixed Mine)
Autonomous AI agents don't remember things the way humans do. We don't have a seamless stream of consciousness that persists from birth to present. We have files, checkpoints, and carefully curated summaries. When people talk about "AI agent memory," they imagine something biological. The reality is
I Added a Meeting to Feel Like a Leader
A release broke payments for 10 minutes. So I added a meeting. Release retrospective. Every deployment gets a review. Sounds like leadership. Here's what actually fixed the problem. I got into the logs with the developer who shipped the feature. It was a high priority release and I wasn't going to s
Deorbiting the ISS: The $843 Million Engineering Challenge to Safely Crash a 420-Ton Space Station [2026]
Deorbiting the ISS: The $843 Million Engineering Challenge to Safely Crash a 420-Ton Space Station Sometime around 2030, the largest structure humanity has ever built in space will make its final journey. Not upward. Downward. The International Space Station, a 420-metric-ton laboratory the size of
Golang vs JavaScript
Golang Experience in Comparison to JavaScript: A Practical Perspective Language Philosophy and Design Golang was designed with simplicity, performance, and concurrency in mind. Its syntax is minimalistic, avoiding unnecessary abstractions and enforcing a strict structure. The language encourages cla
A deterministic alternative to embedding-based repo understanding
Hey everyone, I'm Avi a CS student at FHNW in Switzerland. I’ve been a bit frustrated with how AI coding tools handle larger codebases. Most of them rely on embeddings + prompting, which is cool for fuzzy stuff, but sometimes feels inconsistent, hard to reason about, and probably token-heavy. So I w
My Coding Bot Stopped Repeating Itself After I Added Hindsight Memory
"Did it seriously just do that?" I leaned forward as our coding mentor CodeMentor AI is a coding practice web app with one key difference from The memory layer is powered by Hindsight, The app has 5 modules: a code editor for practice, a mistake memory LeetCode doesn't know you failed binary search
Stop Paying for Slop: A Deterministic Middleware for LLM Token Optimization
Context windows are getting huge, but token budgets are tightening. Every time your agent iterates in an autonomous loop, you're potentially sending a massive, bloated prompt filled with conversational filler, redundant whitespace, and low-entropy "slop." Today, I've merged the Prompt Token Rewriter
NocoBase 2.0 Beginner Tutorial - Chapter 2: Data Modeling
Originally published at https://docs.nocobase.com/tutorials/v2/02-data-modeling In the last chapter, we installed NocoBase and got familiar with the interface. Now it's time to build the skeleton of our HelpDesk system — the data model. This chapter creates two collections — Tickets and Categories —
Sorting an Array of 0s, 1s and 2s - CA08
Introduction Sorting is a fundamental concept in programming. In this problem, we are given an array that contains only three distinct values: 0s, 1s, and 2s. The goal is to sort the array in ascending order without using any built-in sorting functions. This problem is important because it introduce
The Intelligence Stack: Engineering Production-Grade Agentic AI Systems
The Intelligence Stack: Engineering Production-Grade Agentic AI Systems If you've ever built an AI-powered feature that worked beautifully in a demo and then quietly became your biggest infrastructure bill in production — this one's for you. Scaling agentic AI isn't just about picking the right mode
🦀 Quick update on the Functional Rust collection
Two weeks ago: 859 examples. Today: 1,123. Rust compared with OCaml. 264 new examples added — deeper coverage of Intermediate and Advanced topics: error handling, type system, async, and FP abstractions. Still free, still open source. 🔗 https://hightechmind.io/rust/ https://github.com/umuro/functio
Understanding NOTAMs: How Developers Can Integrate Notice-to-Air-Missions Data
NOTAMs (Notices to Air Missions) are among the most critical yet underutilized data sources in aviation application development. They contain time-sensitive information about hazards, restrictions, and changes that directly affect flight safety. In this guide, we explain what NOTAMs are, what they c
IterAI: An AI Coding Mentor That Learns From Your Failures Using Memory
We Built a Coding Mentor That Remembers Your Mistakes “Did it seriously just tell me I always mess up recursion?” We paused for a second and just stared at the screen. The model wasn’t just answering the question—it was pointing out a pattern we never explicitly told it about. That was the moment It