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Turning Server Logs into Incident Summaries with Java and Groq

I built a small Java CLI that uses Groq’s LLM API to turn noisy server logs into structured incident summaries: root cause, severity, affected components, and suggested fixes. Introduction

dev.to May 06, 2026 Read more →

38% of MCP servers have no auth -- inside the OWASP MCP Top 10

I installed 14 MCP servers last month. Then I read the CVE list. I've been running MCP servers in production since late 2025 -- connecting Claude to my accounting tools, project trackers,

dev.to May 06, 2026 Read more →

I Tested 15 LLMs for Web Scraping and Built Heuristics Instead

The problem nobody talks about: 600KB of DOM When I started building a web scraper, the obvious move was to send the page to an LLM and ask it to extract the data. Simple, right? Wrong.

dev.to May 06, 2026 Read more →

Structure Before Bytes: How Metarc Beats tar+zstd on Real Code

tar+zstd is very hard to beat. So I stopped trying to beat it as a byte compressor. Instead, I tried something else: compress the structure first, then compress the bytes. That is the idea behin

dev.to May 06, 2026 Read more →

Two months into Sats Channel, and the hardest part of building hasn’t been the build

This is the post I was hoping I wouldn’t have to write yet, because the version of it I imagined writing was supposed to come after I’d figured something out. I have not figured something out. I’m wri

dev.to May 06, 2026 Read more →

What I Learned After Working with Real Construction Costs in Vietnam (And Why Most People Get It Wrong)

If you've never built a house in Vietnam, there's one thing you should know upfront: The biggest mistake isn't design, labor, or even contractors - it's misunderstanding material costs. After years

dev.to May 06, 2026 Read more →

From Scans to Structured Data: Converting Medical Reports to JSON with Pydantic & LLMs

Have you ever looked at a stack of physical medical reports and wished you could just "Ctrl+F" your health history? 📑 We’ve all been there. Every hospital has a different layout, different units, and

dev.to May 06, 2026 Read more →

TSP - Travelling Salesman Problem

Introduction I will talk about P vs NP, NP-complete, and NP-hard, define heuristics in computer science, Hamiltonian cycles, TSP and Metric TSP, approximation algorithms, and optimal vs su

dev.to May 06, 2026 Read more →

I built an uptime monitor in Rust because I hate paywalls for Webhooks

Hey DEV community! 👋 I recently got frustrated with standard monitoring tools. It feels like every tool out there puts simple integrations (like Discord, Slack, or Webhooks) behind a premium paywall.

dev.to May 06, 2026 Read more →

Balanceamento de Carga, o que é e qual sua importância ?

Load Balancing: por que ele é essencial em sistemas com muitos acessos? Em sistemas distribuídos, um dos grandes desafios é lidar com milhares de requisições simultâneas sem comprometer a performance

dev.to May 06, 2026 Read more →

Nuro receives driverless testing permit ahead of Uber robotaxi service launch

The Silicon Valley AV startup has not started driverless testing yet.

techcrunch May 06, 2026 Read more →

SAP bets $1.16B on 18-month-old German AI lab and says yes to NemoClaw

SAP plans to buy German AI startup Prior Labs and invest heavily in it. It is also prohibiting customers' agents use to a select few like Nvidia's NemoClaw.

techcrunch May 05, 2026 Read more →

Bumble’s paying users are slipping as it bets on an overhaul later this year

The company is making a big bet that the swiping model is outdated and most matches never turn into actual dates. The company wants to fix that by redesigning profiles, changing how people interact, a

techcrunch May 05, 2026 Read more →

Altara secures $7M to bridge the data gap that’s slowing down physical sciences

Altara’s AI aims to diagnose failures and help speed up R&D by unifying data siloed across spreadsheets and legacy systems.

techcrunch May 05, 2026 Read more →

Xbox CEO ends Copilot AI development and overhauls leadership

Score: 53 | Comments: 10

hackernews May 05, 2026 Read more →

Lucid Motors doesn’t know how many EVs it will build this year

Lucid Motors pulled its guidance for the year, as it navigates swelling inventory and a companywide cost-cutting measure.

techcrunch May 05, 2026 Read more →

Zuckerberg 'personally authorized' Meta's copyright infringement, publishers say

Score: 141 | Comments: 45

hackernews May 05, 2026 Read more →

SingleRide: Longest route on NYC Subway without visiting the same station twice

Score: 43 | Comments: 15

hackernews May 05, 2026 Read more →

NPR finds "no sign" of Polymarket at its Panama HQ address

Score: 217 | Comments: 98

hackernews May 05, 2026 Read more →

Google Home’s Gemini AI can handle more complicated requests

Google Home users can now ask Gemini to complete more complex, multi-step tasks and combine multiple tasks in a single command. Google has updated Gemini for Home to Gemini 3.1, which it says will imp

theverge May 05, 2026 Read more →
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