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For the past two years, the AI industry has obsessed over model intelligence. Bigger context windows. Smarter benchmarks. More parameters. Faster inference. But most AI assistants still suffer from the same fatal flaw: They forget everything. Every session starts from…

Hi, I’m wasabeef. I have been using coding agents such as Claude Code, Codex CLI, Cursor, and Gemini CLI regularly in daily development. They no longer feel like experiments. They can already produce reviewable Pull Requests. But while reviewing AI-assisted…

The Problem: The “Skinner Box” of Modern Dating Traditional dating apps have a fundamental conflict of interest: if you find a partner, they lose a customer. Their algorithms are designed to keep you swiping, not to help you meet. Plus,…

The moment you launch an API, one of the biggest nightmares associated with it is versioning decisions. Especially when you consider that this API will be used by different clients or is expected to have a long lifespan, things become…

I’ve been spending a lot of time lately looking at different AI automation setups. Mostly, I’ve just been trying to figure out where the actual leverage is for smaller engineering and ops teams. What I keep finding? A lot of…

I have been running an ICT-based reversal strategy live on US500 for a few months. The strategy itself is fine, but the bottleneck was nowhere near the strategy logic. It was in the backtest harness. A 30-day single-instrument simulation took…

If you build for Indian markets, market timing should not live as hardcoded if/else logic inside bots, cron jobs, or trading scripts. aion-indian-market-calendar is a Python package for Indian market holidays, NSE trading calendar checks, BSE trading session checks, MCX…

In the high-stakes economy of today, the cost of a friction-heavy interface is no longer just “lost clicks”, but potentially millions in wasted engineering spend and lost business value. As a veteran UX designer who has helped build digital products…

In PyCharm 2026.1.2, you can enable Pyrefly as an external type provider, dramatically increasing the speed of the IDE’s code insight features. What is the Pyrefly LSP? “LSP” stands for the Language Server Protocol – a standardized protocol that allows…

AI is rapidly changing the way developers write, review, learn, and maintain code. Code completion, AI chat assistants, autonomous coding agents, and other tools are giving rise to new workflows almost every month. But one important question remains: How well…

We are updating the default project structure for Kotlin Multiplatform projects to give modules clearer responsibilities, better align with conventions used by other build systems and frameworks, and reflect the changes in Android Gradle Plugin 9.0. You’ll see this project…

IntelliJ IDEA 2026.1.2 has arrived with several valuable fixes. You can update to this version from inside the IDE, using the Toolbox App, or using snaps if you are a Ubuntu user. You can also download it from our website. Here are…

A new release of Compose Multiplatform has landed, with improvements to the iOS and web experience and a refreshed approach to UI testing. Read on for the highlights, or for the complete list of changes, check out the What’s New.…

The SpaceX-Anthropic Deal Shows AI Is Becoming a Fight Over GPUs and Power Note: I originally wrote this post in Korean on May 7, 2026. This is a lightly edited English version for dev.to. TL;DR SpaceX and Anthropic have signed…

What This Post Covers This is a companion article to the FSx for ONTAP S3 Access Points Serverless Patterns series. While that series focuses on serverless patterns for FSx for ONTAP S3 Access Points across industries, this post covers the…

TL;DR — Running K3s on bare metal or edge? This guide dissects every major Kubernetes load balancer — NGINX, Traefik, MetalLB, HAProxy, Envoy, Cilium, Istio, Linkerd, and K3s’s own Klipper — across architecture, performance, K3s compatibility, and real-world use cases.…

ByteDance ships 19 active Doubao API SKUs in 2026 — chat tiers from $0.022/M output (Seed 1.6 Flash) up to $2.57/M (Seed 2.0 Pro flagship), plus four Seedream image models and four Seedance video models. All chat models share a…

TL;DR: We built 20 core rule-based detectors that find failures in AI agent traces. On the TRAIL benchmark (Patronus AI), they achieve 60.1% accuracy vs. 11.9% for the best LLM. Zero false positives. Zero LLM cost. On Who&When (ICML 2025),…

In the first part of this series, we talked about the Decision Node Audit. We mapped out the internal workings of our AI system to pinpoint the exact moments it makes decisions based on probabilities. This told us when the…

The AI Syndicate Continued.. The most dangerous phrase in engineering isn’t “I don’t know”; it’s “We’ve always done it this way.” In 17+ years of leading engineering teams, I’ve seen brilliant architects turn into “Legacy Statues”. In an era of…

Design Patterns: The “Secret Scrolls” to Rescue Devs from Spaghetti Code Nightmares Every dev has been there: You wake up feeling like a coding rockstar, open your IDE to add one tiny feature, but the more you touch, the more…