Morning.dev

DEV Community • 2026-08-07 11:42

What are Agent Plugins?

Implementing Agent Skills and MCP servers as part of my development workflow has been a huge boost to my productivity. Long gone are the days where I'd actually have to leave my IDE to raise a pull request in GitHub, and then manually add that PR to a Jira ticket that's still impossible to find in 2026. Now it's just a matter of me asking GitHub Copilot to create the PR using my create-pr Agent ...

DEV Community • 2026-08-07 11:42

8m read

Build a Team AI Agent from Claude Code with Runbear MCP

Runbear MCP lets you create and refine a shared AI teammate from Claude Code, even when the workflow is not fully specified yet. Instead of filling every model, tool, trigger, schedule, and deployment field up front, you can start with the outcome, answer the missing questions as they appear, and review the agent before it enters Slack. Disclosure: We build Runbear. This guide describes the curr...

DEV Community • 2026-08-07 11:41

Galileo OSNMA and HAS: Europe's GNSS for embedded systems

Galileo OSNMA and Galileo HAS are changing how an embedded system can use satellite navigation. The job is no longer limited to calculating coordinates: a compatible receiver can verify the authenticity of Galileo navigation messages, use high-accuracy corrections, and contribute to a more resilient PNT architecture for drones, robots, vehicles, industrial systems and distributed infrastructure. ...

DEV Community • 2026-08-07 11:40

25m read

Ethical Hacker Axioms: The First Three. 🛠️🧠

In a world obsessed with patching patches, true professionals stop to understand the root cause. Cybersecurity and system analysis come down to this core trilogy: 👁️ Axiom 1: If you can observe the internal state, you can understand it. 📏 Axiom 2: What you cannot measure, you cannot optimize. 🛡️ Axiom 3: Security stems from understanding how things work, not from fear of failure. Building sec...

DEV Community • 2026-08-07 11:36

A BMAD workflow, end to end: shipping a feature the spec-driven way

A BMAD workflow, end to end: shipping a feature the spec-driven way

If the only way you've ever worked with an AI is to vibe code with it, which is to say you open the editor, type a prompt, and keep whatever looks roughly right, then this is the post I wish someone had handed me back when I was doing exactly that. It isn't another argument about why spec-driven development is better, because I already made that case here; it's simply one complete pass through a r...

DEV Community • 2026-08-07 11:35

17m read

Why Hypothesis Testing is the Backbone of Data Science

Why Hypothesis Testing is the Backbone of Data Science Hypothesis testing is the backbone of data science because it provides a rigorous, structured way to distinguish real patterns from random noise and to make decisions backed by statistical evidence rather than intuition. It allows data scientists to validate assumptions, quantify uncertainty, and determine whether observed results ...

DEV Community • 2026-08-07 11:32

Claude Code: CLAUDE.md vs Projects vs Memory — Which Persists What?

The most common frustration with Claude Code is re-explaining the same context at the start of every session. "We use Drizzle, not Prisma." "Don't use any in TypeScript." "The auth is in /src/lib/auth.ts." Claude has three mechanisms for remembering across sessions. They solve different problems and are appropriate in different situations. Using the wrong one means either re-explaining constantly...

DEV Community • 2026-08-07 11:31

Understanding Statistical Distributions and Their Impact on Data Science

Understanding Statistical Distributions and Their Impact on Data Science Statistical distributions are the backbone of data science—they describe how data values are spread, how likely certain outcomes are, and how uncertain our measurements really are. Misunderstanding or misapplying a distribution can lead to invalid tests, biased models, and poor business decisions, while using the ...

DEV Community • 2026-08-07 11:30

I built an open source library of animated icons for React, all using motion and Phosphor icons

I kept running into the same small annoyance. I'd need one animated icon, so I'd hand-roll it in Motion, and the result never quite matched the rest of my icon set. Stroke weight slightly off, optical size a bit different, timing eyeballed differently every time. One icon is fine. Ten icons and you've lost a day to something that should have taken five minutes. So I built Iconimate. Wha...

DEV Community • 2026-08-07 11:30

2m read

Google Search Console Expands to YouTube and Social Channel Performance Data

Google Search Console is expanding beyond website measurement with experimental platform properties for social accounts, including YouTube. The update brings social-channel performance into Search Console Insights, allowing eligible site owners to review how people discover associated channels through Google Search, News and Discover alongside their site data. The important change is broader anal...

DEV Community • 2026-08-07 11:26

I Built a Colour Palette Generator with Vanilla JavaScript

As part of my journey toward becoming a software engineer, I've committed to shipping one project a week using just HTML, CSS, and JavaScript before I move on to frameworks. This week's project: a Colour Palette Generator. It's a simple idea — click a button, get five random colors, click a color to copy its hex code. But small projects like this are great for practicing fundamentals: DOM manipul...

DEV Community • 2026-08-07 11:26

2m read

FINRA-Compliant Storage with S3 Object Lock: A Practical Guide for 2026

FINRA Rule 17a-4(f) requires WORM storage. Here's how S3 Object Lock satisfies it on self-hosted infrastructure — with implementation examples and a comparison of which systems actually support compliance-mode locking. Key Stats Metric Figure FINRA enforcement actions citing recordkeeping (2025) ~340 Avg fine per firm for recordkeeping deficiencies $225K Firms using cloud WORM storage...

DEV Community • 2026-08-07 11:23

6m read

Claude Code's Weekly Limit, Explained (and How to See It Coming)

The 5-hour limit is annoying. The weekly limit is the one that actually ruins your week: you wait out the usual break, come back, and you are still locked out, sometimes for days. This post explains how the weekly limit actually works, how to tell which limit you hit, why your usage drains faster than your activity suggests, and every way to see it coming before it lands. Disclosure: I work on Bl...

Hacker News: Front Page • 2026-08-07 11:19

The Gargantuan Lie That Is Collapsing the Climate

Article URL: https://www.currentaffairs.org/news/the-massive-climate-lie-that-will-destroy-human-civilization Comments URL: https://news.ycombinator.com/item?id=49208686 Points: 3 # Comments: 0

DEV Community • 2026-08-07 11:16

Your Contact Form Created the Deal... Just in the Wrong Pipeline

One of the most interesting CRM bugs I've seen recently wasn't caused by a failed API request. In fact, the API worked perfectly. The website visitor filled out a Contact Form 7 form, the request reached Pipedrive successfully, and a new deal was created. Everything looked good... Until the sales team opened Pipedrive. The deal had been created in the wrong pipeline. That meant automations d...

DEV Community • 2026-08-07 11:15

Google DeepMind’s Gemini Robotics 2 Puts Cross-Embodiment Robot Control at the Center

Google DeepMind is positioning Gemini Robotics 2 as its most advanced Vision-Language-Action, or VLA, model for robots. The central claim is not that one robot form factor has won. Instead, the model is designed to support a range of embodiments, from bi-arm platforms to full humanoids, while enabling whole-body control, dexterity and coordination among multiple robots operating in shared spaces. ...

The Hacker News • 2026-08-07 11:10

18-Year-Old Linux SCTP Flaw Could Let Local Users Gain Root and Escape Containers

18-Year-Old Linux SCTP Flaw Could Let Local Users Gain Root and Escape Containers

A use-after-free bug in Linux's SCTP networking code can be turned into full root on a host, and Tencent researchers say they used it to escape a container and reach the machine underneath. The flaw has existed since 2008. The fix already shipped: stable kernels 7.1.6, 6.18.42, 6.12.101 and 6.6.148, released August 3, close it. Anyone running an older kernel with SCTP reachable should update.

newest submissions : multi • 2026-08-07 11:05

From constraint models to playable puzzle games

submitted by /u/mzl to r/programming [link] [comments]

DEV Community • 2026-08-07 11:00

VKAE: VIDRAFT's Inference Engine Hits 23 GPU Speedup and ~10K Tokens/sec on a Single Nvidia B200

VKAE: VIDRAFT's Inference Engine Hits 23× GPU Speedup and ~10K Tokens/sec on a Single Nvidia B200 TL;DR: VIDRAFT, a Korean Pre-AGI AI startup, has developed VKAE — an inference acceleration system that achieves up to 23× GPU utilization improvement on a single Nvidia B200, delivering approximately 10,000 tokens per second on the Qwen3.5-35B-A3B model. The system exposes an OpenAI-compa...