Context Rotation for AI Coding Agents: What Happens When They Run Out of Memory
Context Exhaustion Your AI coding agent has been working for 20 minutes. The output quality drops. It starts repeating itself, “forgets” a file it edited 5 min...
Context Exhaustion Your AI coding agent has been working for 20 minutes. The output quality drops. It starts repeating itself, “forgets” a file it edited 5 min...
PureMark Annotate – a browser‑only screenshot annotation tool. No install, no login, nothing leaves your device. annotate.puremark.apphttps://annotate.puremark....
The Problem Every organization building with AI right now is focused on the same thing: ship the model, get it into production, show results. That urgency is j...
- Article URL: https://bmi.usercontent.opencode.de/eudi-wallet/wallet-development-documentation-public/latest/architecture-concept/06-mobile-devices/02-mdvm/htt...
Introduction Python developers install packages from PyPI every day with pip. Most of the time we trust that the package we install is exactly what the maintai...
Using LLMs for Code Generation – Failure Modes and Lessons Learned I’ve been using LLMs to assist with writing code for some time now. It began with using Chat...
What it does - Risk assessment low/medium/high based on file patterns and diff analysis - Evidence mapping to specific line numbers in the diff - Security patt...
Opportunity After comparing the current multi‑model databases, I think the category has a real opportunity. The opportunity is obvious: modern applications kee...
Chrome Zero‑Day Patches - Google patched CVE‑2026‑5281, a use‑after‑free bug in Dawn WebGPU, updating Chrome to version 146.0.7680.177/178 for Windows, macOS,...
Six weeks ago I shipped the first version of git11. The first post on this platform was about repo monitoring. What git11 does today - AI workspace for GitHub e...
Submission for the 2026 WeCoded Challenge: Echoes of Experience The Cartographer Metaphor A story returns whenever the industry’s noise becomes overwhelming. It...
I was between roles earlier this year and decided to turn the experience into something useful. I built resumes on five different platforms and submitted real a...
The Credibility Crisis in the Digital Economy The digital economy has entered a credibility crisis. Across industries, borders, and institutions, systems now m...
Three things happened this week. They tell the same story. - April 3 – NPR: AI legal sanctions have hit 1,200+ cases with a record fine of $110,000. Courts sanc...
! https://media2.dev.to/dynamic/image/width=800%2Cheight=%2Cfit=scale-down%2Cgravity=auto%2Cformat=auto/https%3A%2F%2Fdev-to-uploads.s3.amazonaws.com%2Fuploads%...
'The methodology Five behavioral signals, weighted by how hard they are to fake: | Signal | Weight | Logic | |
The problem with “just check the README” When your AI agent recommends an npm package, it reasons over documentation, descriptions, and repository metadata. Al...
How to Build a Better AI Code Review Checklist AI writes code fast — that's not in question. The question is whether that code survives contact with production...
Unit Testing Prompts: Ensuring Quality in AI‑Powered Applications Large Language Models LLMs are revolutionizing software development, but their inherent unpre...
Every conversation with your AI starts the same way. “I’m building a Rails app, deployed on Hetzner, using SQLite…” You’ve typed this a hundred times. Your AI i...
DEV April Fools Challenge – “Steep” Think teapot. Think tea. Think Ig Nobel. Think esoteric. Think absolutely useless. Think… Harry Potter? Professor Trelawney?...
What I did today - Watched Professor Messer's TCP/IP video - Installed Wireshark - Completed my first TryHackMe room - Spent about two hours watching packets m...
A few weeks ago, I tried to explain to someone what Microsoft Copilot is. I couldn’t… because the name ‘Copilot’ now refers to at least 75 different things. App...
A few weeks ago, I tried to explain to someone what Microsoft Copilot is. I couldn’t… because the name Copilot now refers to at least 75 different things—apps,...
I ship solo. No team, no finance department, no one reviewing expenses but me. When I started using LLMs heavily in my workflow — Claude for code review, GPT fo...
We launched Magical Songhttps://magicalsong.com/, an AI song generator that lets you describe a story, pick a genre, and receive a studio‑quality track with rea...
Overview 42 days ago I decided to understand how the internet actually works—not just use it or build on top of it, but to grasp it at the wire level. I set ou...
XLTable + Snowflake: From Zero to Pivot Table in 15 Minutes This guide shows how to connect Excel to Snowflake using XLTable – from creating sample tables to d...
!Amazon - AWS logohttps://cdn.mos.cms.futurecdn.net/83tohMm46WQCYhhbLZ9CT6.jpg Image credit: Getty Images AWS Data Center Outages in Bahrain and Dubai Iranian s...
Two Supply‑Chain Attacks Hit My CI/CD Pipeline in Under Two Weeks – No Damage, But Lessons Learned The incidents | Date 2026 | Attack vector | Target | Outcome...
Article URL: https://www.msn.com/en-us/money/other/us-deploys-bulk-of-stealthy-long-range-missile-for-iran-war/ar-AA209yKj Comments URL: https://news.ycombinato...
!LoreSpec screenshothttps://media2.dev.to/dynamic/image/width=256,height=,fit=scale-down,gravity=auto,format=auto/https%3A%2F%2Fdev-to-uploads.s3.amazonaws.com%...
Introduction I’m building an interoperability layer for AI agents that lets local and remote agents run inside the same network and coordinate with each other....
Original articlehttps://news.stanford.edu/stories/2026/03/immune-response-inside-cells-inflammation-research...
Article URL: https://news.stanford.edu/stories/2026/03/immune-response-inside-cells-inflammation-research Comments URL: https://news.ycombinator.com/item?id=476...
Quirky, who readers will suspect only paid attention during the history and English classes at school, rambles on … It was not just the Ruby Princess that allow...
It was not just the Ruby Princess that allowed unchecked and infected passengers ashore; this has been happening for centuries. But 600 years ago, some local of...
Ever feel like you’re working with a snapshot of your client from last week’s session, not the dynamic person they are today? Static plans can quickly become mi...
'📢 Article Origin This article was originally published on the LucidShark Blog.
This is a submission for the DEV April Fools Challengehttps://dev.to/challenges/aprilfools-2026 What I Built The Useless Machine™ is a satirical, high‑fidelity...
Article URL: https://www.wsj.com/livecoverage/iran-war-news-2026/card/iran-s-network-of-cameras-bolsters-air-defenses-expert-says-IqjSSuOcGNrxzsrp52i8 Comments...
Apple approves driver that lets Nvidia eGPUs work with Arm Macs. Did hell freeze over? Not quite: the driver belongs to Tiny Corp, not Nvidiahttps://x.com/__tin...
markdown !Cover image for “Building Production‑Ready Agentic AI Systems for Enterprise Software Delivery”https://media2.dev.to/dynamic/image/width=1000,height=4...
!Cover image for I Built an AI That Speaks Fluent LinkedIn And It's Terrifyinghttps://media2.dev.to/dynamic/image/width=1000,height=420,fit=cover,gravity=auto,f...
Overview If you are building a SaaS or Fintech application, eventually you need to figure out how to monetize it. Today, I added a Cross‑Selling Recommendation...
A new military service law took effect in Germanyhttps://www.dw.com/en/germany/t-17871182 at the start of 2026 aimed at boosting the strength of the armed force...
A new military service law took effect in Germanyhttps://www.dw.com/en/germany/t-17871182 at the start of 2026 aimed at boosting the strength of the armed force...
Overview Running DeepSeek V3 685B requires 8 × H100 GPUs, costing about $14 k/month. Most developers only need 15–25 tokens per second. sllm lets you join a co...