Ecosystem Overview I spent an afternoon digging through the MCP ecosystem numbers. Here is what I found. Growth Metrics - 13,000+ MCP servers on npm and GitHub...

Thesis Working with a fast artificial intelligence model can feel like looking in a mirror. When I recently used Gemini 3.5 Flash for codebase maintenance and...

The landscape of Artificial Intelligence in 2026 has officially shifted from the novelty of raw Large Language Model LLM capabilities to the pragmatism of ecosy...

markdown The dev team that wins this year is not the one with the most bots. It is the one with the least confusion. Your Codebase Is About To Get Crowded AI is...

Airplanes use two main technologies to stay connected to the internet while you’re cruising at 35,000 feet. Air‑to‑Ground Communication - When flying over land,...

The problem with traditional ESP pricing Email infrastructure pricing has barely moved in a decade. Services like Mailgun, Postmark, SendGrid, and Resend all c...

Waymo pauses service in Atlanta Waymo has paused service in Atlanta after one of its driverless cars entered a flooded street and got stuck. This follows a sim...

Why run LLMs locally? If you use Claude, OpenAI, Cursor, or other AI coding tools daily, the API bill can grow quickly. Many developers are switching to local...

!Cover image for Research blockchain with post-quantum Dilithium and custom zk-STARKs from scratchhttps://media2.dev.to/dynamic/image/width=1000,height=420,fit=...

Background AI agent infrastructure is moving very quickly. MCP, tool calling, agent frameworks, and workflow systems are making it much easier for agents to co...

Upselling — Why It Often Misses the Mark > “I added upselling to my store and my AOV didn’t move at all. Actually, my conversion rate dropped.” > I hear this k...

There’s no doubt that coding agents have changed how software gets built. In the past three years or so, code generators have gone from fancy autocomplete to to...

Background My text‑to‑speech journey started roughly a year ago when I revisited dictation and was impressed by how much faster it was than typing. I’d been fa...

Overview I’ve been working on a side project called Prompt Flow and wanted to share it here. It’s still a work in progress, but I’ve been using it day‑to‑day....

In Venezuela, telemedicine is no longer a futuristic promise. It’s an operational tool for handling clinical follow‑ups, expanding coverage, and reducing fricti...

Introduction Creating a 3D model usually starts with a lot of friction: you need a concept, a reference, modeling, and cleanup. In a traditional workflow, even...

The Problem We Were Actually Solving Initial Platform Store Approach Our company, a platform for creators, needed a payment system that would work seamlessly w...

Two Separate Systems Worth Distinguishing Geolocation in the IPv4 context actually refers to two different things, and confusing them leads to wasted troublesh...

Overview Colossal Biosciences says it has grown chickens inside 3D‑printed artificial eggshellshttps://www.technologyreview.com/2026/05/19/1137471/colossal-bio...

Introduction I recently booted up an offline card game I used to love, but I couldn’t clear the hardest difficulty anymore. The frustration sparked an idea: wh...

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Read more about Meta GEM 推薦基石模型深剖：大廠限定的工程地獄與落地取捨...

Last week I let a fresh LLM agent loose on a sandbox Stripe key just to see what it would do. Eleven minutes later it had ranged across seven endpoints I never...

Right now, many Multi-Agent Systems are implementing permissions inside prompts. > 'You may access the CRM.' > 'You are allowed to send emails.' > 'Do not modif...

Intuit is reportedly cutting about 3,000 jobs—roughly 17 % of its workforce—as it restructures around AI and simplifies its corporate organization. Industry Lay...

!Cover image for QAOA vs. 75,000 Nodes: Building a Hybrid Architecture to Solve NP-Hard Problems When Quantum Simulators Hit a Wallhttps://media2.dev.to/dynamic...

After two weeks of debugging production‑only issues—a sitemap _redirects rule that blocked my own sitemap-index.xml and a Bluesky image‑upload race against Clou...

Overview An anonymous reader cites an Ars Technica report that Google published exploit code for an unfixed vulnerability in its Chromium codebase. The vulnera...

A virtual machine VM is a mini‑computer that runs inside another computer, often in the cloud. Here we’ll deploy a Linux VM using Azure. Step 1 – Sign in to Azu...

!Cover image for Africa's Digital Ecosystem is Not Deadhttps://media2.dev.to/dynamic/image/width=1000,height=420,fit=cover,gravity=auto,format=auto/https%3A%2F%...

Release Overview Red Hat has released RHEL 10.2 and 9.8 with new AI‑assisted command‑line tools. Updated Developer Toolchains The releases add updated develope...

!Cover image for My Experiment with Global Access: A Cautionary Tale of Unchained Commercehttps://media2.dev.to/dynamic/image/width=1000,height=420,fit=cover,gr...

Judgment Overview An anonymous reader quotes a report from TorrentFreak: a coalition of thirteen major publishers has won a massive $19.5 million default judgm...

The Threat: ASI06 in LangGraph Imagine a LangGraph workflow with two nodes: Researcher Agent: Browses the web to summarize a topic. Writer Agent: Reads the sum...

!Cover image for Why I Ditched Traditional Payment Platforms for My Freelance Work in Nigeriahttps://media2.dev.to/dynamic/image/width=1000,height=420,fit=cover...

1. GitHub Copilot: amazing, but there’s a catch 🤖 GitHub Copilot Student is currently paused for new sign‑ups. - If you already have access, keep using it. -...

Background A long‑running lawsuit over Vizio’s Linux‑based smart‑TV software is headed to trial in August. The Software Freedom Conservancy SFC argues that GPL...

Overview The 2026 Commonwealth Short Story Prizehttps://commonwealthfoundation.com/short-story-prize/ is facing backlash after several winning entries were acc...

The stack, and why - Kamailio at the SIP edge – handles high CPS and uses secsipid for STIR/SHAKEN. - FreeSWITCH for media – utilizes bgapi originate, mod_avmd...

AI coding agents are impressive—they write syntax‑correct code and know thousands of libraries. But that very strength becomes a weakness. The Problem with AI C...

Overview Get an A–F grade for your site's HTTP security headers without leaving the terminal. Use it as a library, a CLI, or a CI gate that fails deployments o...

Overview An anonymous reader quotes a report from TechCrunch: > The AI coding boom is now coming directly for Android app development. On Tuesday at Google I/O...

Introduction OpenAI shipped GPT‑Realtime‑Translate on May 8. It’s their first model purpose‑built for live speech translation and supports 70+ input languages....

What Enterprise IT Asks First When any new technology enters an enterprise, four questions must be answered before broad deployment: - Who has access to what?...

Introduction Late at night, while most people scroll through social media, millions of unseen packets travel silently across networks every second. Some are ha...

Why most developers burn out and how I almost did too > “You don’t burn out because you work too hard. You burn out because you work without meaning.” I didn’t...

Discovery Astronomers using the James Webb Space Telescope have identified an ultra‑faint galaxy seen just 800 million years after the Big Bang【https://phys.or...