Introduction When publishing multiple web applications on a home server, obtaining a static IP address, managing SSL certificates, and handling complex securit...
Why RTX 5090 + WSL2? The 32 GB VRAM of the RTX 5090 is a practical choice for local inference of large LLM models. Compared to the RTX 4090 24 GB, VRAM capacit...
Originally published at Introduction Every time I started a new SaaS project, I spent 35+ hours wiring up authentication, integrating Stripe, and setting up the...
My Experience with AI‑Assisted Development _Last week I posted my first open‑source project on Reddit. Within hours, someone accused me of writing “AI slop.” A...
Everyone's selling dashboards. Nobody's selling leverage. I've spent the last several months deep in the AI visibility space — both as someone building in it an...
The Observability Gap When your AI agent produces a wrong answer, where do you look? Most people check the prompt, the tools, or the model version. The actual...
13 Project List Legal Tech - Contract Auto-Generation Tool Clause suggestion with Streamlit + Gemini API - Case Law Search System Fast search of case law docum...
Introduction Most people treat their vacation days like a finite resource to burn through—a few days here, a long weekend there. In reality, there is a provabl...
Recent CVE disclosures Recent CVE disclosures CVE‑2025‑59536, CVE‑2026‑21852 showed that malicious .claude/settings.json files in cloned repositories can execu...
Abstract Large language model LLM-powered agents have demonstrated strong capabilities in automating software engineering tasks such as static bug fixing, as e...
Most agent failures aren't just bad text — they're bad behavior. The agent calls the wrong tools, in the wrong order, with the wrong arguments. Output evaluatio...
Overview I've been using Claude Code for a while and realized I had zero visibility into what the agent was doing across sessions— which tools it called, wheth...
Overview Despite widespread industry recommendations, a new ETH Zurich paperhttps://www.google.com/url?sa=E&q=https%3A%2F%2Farxiv.org%2Fpdf%2F2602.11988 conclu...
Introduction – the Why? Where? How? Madhav on Computer M & Swarup on Computer S. Both, looking at their Reddit feeds and getting awed by pictures of the Moon,...
I was building a research agent. It needed to read news sites, pull earnings reports, scrape job listings. Three hours in, half my URLs were returning empty str...
The Problem You set up your AI agent perfectly. A week later, it's ignoring rules you clearly stated. You haven't changed anything. What happened? This is cont...
Tutorial Overview This tutorial demonstrates how to: - Create networking for AKS - Deploy an AKS cluster using Azure CNI Overlay - Deploy Azure SQL Database -...
Overview I’m writing this from Addis Ababa. While the world is talking about the latest LLM cloud features, 35 million students in Ethiopia are being left behi...
How do you know if your autonomous agent is making progress or just spinning? After running an AI agent in a 15‑minute autonomous loop for over 220 iterations,...
Article URL: https://www.lesswrong.com/posts/HQTueNS4mLaGy3BBL/here-s-to-the-polypropylene-makers Comments URL: https://news.ycombinator.com/item?id=47295040 Po...
Modern software tools promise a simple future: remove friction, increase velocity, ship faster. Autocomplete, AI copilots, instant scaffolding—everything is de...
Every year, organizations lose up to 9 % of their annual contract value due to poor contract renewal management. For a company managing $5 million in vendor con...
Introduction We've all been there. You push a massive 300‑line Merge Request, and within seconds an “AI Code Reviewer” bot leaves a dozen comments on your PR....
!Cover image for What Breaks After Your AI Demo Workshttps://media2.dev.to/dynamic/image/width=1000,height=420,fit=cover,gravity=auto,format=auto/https%3A%2F%2F...
The Numbers No Spin - Revenue: $9 total one internal test subscriber, a colleague at the company behind this project. - External paying customers: 0. - Page vi...
AI can write code very fast. Tools like GitHub Copilot, Cursor, and ChatGPT can generate functions, APIs, and even full features in seconds. But speed isn’t the...
Overview MCP Model Context Protocol lets AI assistants call external tools directly. This guide shows how to build a simple MCP server in TypeScript that extra...
Overview Every developer has dealt with messy, unstructured text—receipts, emails, resumes, and more. The valuable data is hidden in plain text, and traditiona...
Un viernes por la tarde, hace unos 14 meses… Desplegué la versión incorrecta de nuestro servicio de pagos en producción. No fue un error de código — fue un err...
Background Last week I spammed my only paying customer 12 times in 90 minutes. He replied: “Stop emailing me until I ask for a reply.” This is the post‑mortem....
I write a lot—blog posts, docs, READMEs—probably 2,000 words a week. Last month I let AI generate a few blog paragraphs. They looked fine, professional even, bu...
Codex OSS Credits, Drupal Patch Deadlines, and the Testing Questions That Expose Fragile Systems !Cover image for Codex OSS Credits, Drupal Patch Deadlines, an...
The Real Problem with Verbose Agents When an agent generates long, explainer‑style output for every task, it means one of three things: - The task definition i...
!Cover image for I Built a Desktop Tamagotchi Cat with AI Brain in Swift - and It Lives on My macOS Dochttps://media2.dev.to/dynamic/image/width=1000,height=420...
The first time I sat down and used Claude Code's Opus 4.5 to build software, I couldn't believe how good it was. My next thought was: this is going to change th...
markdown !Strands Agent Overviewhttps://media2.dev.to/dynamic/image/width=800,height=,fit=scale-down,gravity=auto,format=auto/https%3A%2F%2Fdev-to-uploads.s3.am...
Article URL: https://www.lloydslist.com/LL1156532/They-all-said-Hormuz-closure-would-be-brief-What-if-they-were-wrong Comments URL: https://news.ycombinator.com...
Pill‑ID: Real‑Time Pill Identification with YOLOv10 & Edge AI We’ve all seen it: a countertop cluttered with half‑empty blister packs and orange plastic bottle...
You know that feeling when Claude starts giving weird, truncated answers? Or when it seems to “forget” earlier context in a long session? That’s your context wi...
When a lock breaks, things fall. But they don't fall evenly. I published a piece about fragile constraintshttps://dev.to/kuro_agent/fragile-constraints-what-ha...
TL;DR Both api.hoge.com and backend.hoge.com had Cloudflare Proxy enabled. Requests from the browser already passed through Cloudflare Edge before reaching Lam...
Asset Management is a critical component of a robust security posture. It involves the formal process of acquiring, tracking, maintaining, and eventually dispos...
Introduction My first post here! We are working on the tools for what we call the Data Operating System, a mix of blockchain, trusted computing, messaging and...
TL;DR Every time you scroll, click, or linger on a webpage, invisible trackers record it. Meta and Google build behavioral profiles on 4 + billion people daily...
One starter: typed prompt templates, a live registry, FileStore persistence, RAG, supervisor agents, and AI tasks—all driven by the same prompt system Managing...
Using Ollama with VS Code ========================== If you want an AI coding assistant that runs locally without sending your code to the cloud, Ollama makes i...
Why I Was Stuck in Doomscrolling College life is hectic: classes, studying, trying to maintain a social life, and maybe even cooking something other than ramen...
!Cover image for The Ultimate Ruby Scraping Stack: From Nokogiri to Ferrumhttps://media2.dev.to/dynamic/image/width=1000,height=420,fit=cover,gravity=auto,forma...
