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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
"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
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
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 —
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 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
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
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
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
Over the past few sessions, I got hands-on experience with different sorting algorithms, and honestly, it felt like slowly uncovering how computers “think” when organizing data. What started as simple concepts turned into deeper insights about efficiency, memory, and problem-solving. This was my sta
I know how frustrating it is to deal with unexpected style conflicts in React apps. I have spent countless moments tweaking the look of a new component only to refresh and find that something else broke. I have lost hours on these wild goose chases. Fortunately, I have learned that React comes with
How I Used Anki to "GET CRACKED" I was watching a youtuber Coding Jesus grill CS students with CS Trivia, fun Saturday night ofc. I critiqued his methods I believed this was just useless trivia, but then I realized. I'm a web developer who can't explain what a socket is. It started with a Coding Jes
In production environments, models can maintain acceptable performance metrics while underlying behavior begins to change. This is where emergent behavior starts to surface,not as a clear anomaly, but as a gradual deviation in how the system responds under real conditions. These shifts are often sub
APIs that do speech-to-text — Groq Whisper, OpenAI Whisper, and friends — all have one thing in common: a file size limit. Groq's hard cap is 25MB. A typical one-hour interview at decent quality can easily be 80–150MB. If you just try to send that, you'll get a 413 or a rate-limit error before the t
This week I ran into a surprisingly interesting bug while working on a feature that generates diffs for history changes in comments, decription. We have a system that tracks history changes in backend. Whenever there’s a modification, we generate a diff and send both the old and new values to the fr
I'm not here to promote anything. I'm just looking for a few developers to spend 15 minutes with it and tell me honestly what they think. That's the part I can't do alone. I've tried almost every password manager out there. I always came back to the same idea - I just want something fast and simple
Reading Microsoft 365 calendars from scripts in locked-down enterprise environments — without Graph API, without OAuth, without any authentication at all. We're building an on-call scheduling tool for our platform engineering team. One of its core features: automatically check who's out of office be
This is a submission for the 2026 WeCoded Challenge: Frontend Art Live experience: https://codepen.io/editor/southy404/pen/019d10f4-ca7f-79b6-b36e-145496c7d2ba This is an interactive, scroll-driven experience that visualizes how two identical careers slowly diverge over time. Both individuals start
The Shared Staging Database Is Your Pipeline's Weakest Link Two PRs. One staging database. A race condition that took way too long to track down. PR-A adds a NOT NULL column to the users table without a default, which is a perfectly valid migration against an empty column. PR-B's test suite fires up
