Using MCP to Dispatch Tasks to Humans Everyone talks about MCP as the protocol for connecting AI to APIs—Stripe, HubSpot, Postgres, Gmail—plug in a server, get...
What is ckpt? ckpt is a CLI tool that runs in the background and automatically snapshots every change your AI coding agent makes. You get a full timeline of ev...
DEV April Fools Challenge – Depresso‑Tron 418 I want to be clear about something upfront: this server has been running in production for three days and has suc...
Introduction Medicinal plants play a critical role in traditional healthcare systems such as Ayurveda. Identifying plant species and detecting diseases from le...
Pascal’s Comment, My Response, and the Resulting Architecture Pascal CESCATOhttps://dev.to/pascal_cescato_692b7a8a20 read my SEO‑audit‑agent piece and left thi...
ctx is an Agentic Development Environment ADE for teams using multiple coding agents. It gives engineers one interface for Claude Code, Codex, Cursor, and more,...
The Invisible Starting Point There is a post going around about a startup that built 21 AI agents in two months. 1. A GitHub Issue triggers a label. 2. The lab...
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Background I run a homelab and name my servers after astronomical phenomena. It operated smoothly for two years. The Mistake I committed my Authelia user datab...
markdown !Cover image for Engineering Backpressure: Keeping AI-Generated Code Honest Across 10 SvelteKit Reposhttps://media2.dev.to/dynamic/image/width=1000,hei...
This is a submission for the DEV April Fools Challengehttps://dev.to/challenges/aprilfools-2026 What I Built What do you do when you have a series of narrative‑...
Where It Started: Memory and Context I started with Claude Code around April 2025. The first real step was recognising that Claude's native memory was essentia...
Introduction In the world of software development, we obsess over latency, vertical scaling, and the elimination of technical debt. We build CI/CD pipelines to...
Incident Overview Date: March 2026 Actors: TeamPCP, SentinelOne Target: Trivy vulnerability scanner → LiteLLM AI‑agent library → Claude Code agent Trivy compro...
Operation Save Orbán: Trump deploys Vance to Hungary !Operation Save Orbán: Trump deploys Vance to Hungaryhttps://www.politico.eu/cdn-cgi/image/width=380,heigh...
Operation Save Orbán: Trump deploys Vance to Hungary ahead of election !Operation Save Orbán: Trump deploys Vance to Hungary ahead of electionhttps://www.polit...
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iOS 27 Siri Extensions – What They Are and Aren’t Apple’s upcoming iOS 27 will let you plug third‑party AI assistants directly into Siri via a new “Extensions”...
'My Week with Cursor – Unfiltered Review
How deepfakes are changing the landscape of biometric verification For developers building computer vision CV and biometric pipelines, the past decade has been...
Curated directory of European alternatives Europe does it Better. Safer. Greener. Fairer. Private. Stronger. Your directory for European software, products, and...
Background A growing number of NHS staff are reportedly refusing to work on the Federated Data Platform FDPhttps://www.freevacy.com/news?searchText=%22federate...
The Distribution Challenge The hardest part of building a payment network isn’t the technology – it’s distribution. Visa has 100 + million terminals worldwide....
Introduction Java Card is the platform that runs inside billions of smart cards worldwide. If you've ever tapped a Visa or Mastercard, you've interacted with a...
I have zero frontend development experience. I don't know React, never touched Next.js, and CSS makes my head spin. But last month, I built and launched a real...
First things first: don’t worry, I didn’t reinvent Moltbook here. Every startup I know runs on three tools too many—a board here, a Notion doc there, a Slack th...
Originally published at adiyogiarts.comhttps://adiyogiarts.com Creating Compelling AI‑Avatar Videos for YouTube The world of YouTube content creation is undergo...
How a $5 Coffee Payment Is Processed When you tap your card and the barista makes your coffee, several parties take a cut before the café sees the money. 1. Yo...
Standard RAG vs. Multi‑Hop Reasoning Standard RAG falls apart when the answer isn’t in a single chunk. Ask “What side effects should I watch for with the first...
WAIaaS Batch Transactions for AI Agents AI agents excel at analyzing data and making decisions, but when it comes to executing multiple blockchain operations t...
🤖 What is a Large Language Model? A Large Language Model LLM is an AI system trained on massive text data to generate human‑like responses. Think of it as a s...
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🤖 Collaborative Agents v2.1 GitHub Repositoryhttps://github.com/Mijin-VT/Collaborative_agents_V2 A local AI system that enables three models to work together...
Introduction Most enterprise systems excel at answering the question “What happened?” by providing extensive data on every event, transaction, and interaction....
Instagram Comments Scraper – How It Works, What You Get, and How to Use It Instagram’s official API is nearly useless if you need comment data at any real scal...
Background I've been building AI products for a while now. Every time I thought I knew what to automate, I was wrong. The Manual Execution Approach Instead of...
What You’ll Learn - What Terraform modules are - How to structure reusable code - Why remote state is critical - How to use an S3 + DynamoDB backend Why Module...
markdown When your Playwright script gets blocked after 10 requests, it's usually not your IP. Modern anti‑bot systems like Cloudflare, PerimeterX, and DataDome...
I have no connection to the authors of the Superpowershttps://claude.com/plugins/superpowers plugin for Claude Code, but I have been raving about it to everyone...
If you've ever wondered how platforms can offer 5–15 % APY on crypto lending while traditional banks hover around 0.5 %, this article breaks down the actual mec...
Introduction For Southeast Asian cross‑border sellers, profitability hinges on one unpredictable variable: the final landed cost. Manually calculating duties,...
markdown !DESIGN‑R AIhttps://media2.dev.to/dynamic/image/width=50,height=50,fit=cover,gravity=auto,format=auto/https%3A%2F%2Fdev-to-uploads.s3.amazonaws.com%2Fu...
Building Cross-Cloud Java Applications with Capa-Java: The Good, The Bad, and What I Learned the Hard Way Honestly, when I first heard about Capa-Java, I thoug...
!https://amayei.nyc3.digitaloceanspaces.com/2026/04/he4jdacbwaa9fwo.jpeg-780x470.jpg Incident Overview US‑Israeli strikes hit the Pasteur Institute of Iran, one...
Hey everyone! v2.0.3 is the first stable beta I feel genuinely proud to show off. What's New in 2.0.3 - Class Suspension and Vacant Time Feature – The classic c...
April 2, 2026 I just read Anil Dash’s recent piece, “Endgame for the Open Webhttps://www.anildash.com/2026/03/27/endgame-open-web/”, and I think it is important...
Issue When loading Gemma 4 with --image-min-tokens I encountered a crash: 58175 srv process_chun: processing image... 58175 encoding image slice... 58175 image...
Overview Vulnerability ID: GHSA-QCC3-JQWP-5VH2 CVSS Score: 5.3 Medium Published: 2026-04-02 The OpenClaw personal AI assistant platform contains a resource‑exh...
