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20 articles found

· · Dev.to

Building ContractPilot AI: A Serverless Multi-Agent Legal Copilot with Vercel and AWS Databases ⚖️🚀

Legal contracts are the lifeblood of business, yet small business owners, freelancers, and startups sign agreements every week that they don't fully understand. Why? Because hiring a lawyer to review a single contract costs upwards of $300 to $500 per hour. To bridge this gap, we built ContractPilot

#cloud-computing#ai#serverless#legaltech#multimodal-ai
Need a break? Play today's game from The Daily Context.
· · Dev.to

Need a break? Play today's game from The Daily Context.

We (at DEV and MLH) are covering AI Engineer's World Fair by printing a physical newspaper called "The Daily Context" everyday of the conference. We wanted to include a game in each issue so for today's first edition, we published a little word search affectionately named "Vector Search": I built th

#cloud
· · Dev.to

World Cup 2026: The 48-Team Format Just Created a Statistical Nightmare — and Nobody's Talking About It [Jun 30]

Spain demolished Saudi Arabia 4-0. Japan demolished Tunisia 4-0. Germany beat Ivory Coast 2-1. But here's what should terrify tournament organizers: in a 16-group, 3-team format, the second-place team in your group might have an easier path to the quarterfinals than the group winner in another. I an

#cloud
· · Dev.to

MII: Machine Identity Intelligence — discover and risk-score IAM roles, OIDC federations, and CI/CD tokens across AWS

Released an open-source tool for a problem I kept hitting: no visibility into machine identities. CyberArk's 2025 report found machine identities outnumber humans 82:1. Every IAM role, every OIDC federation from CI/CD to AWS, every service account — they pile up with no one monitoring them. MII conn

#cloud
· · Dev.to

Beyond Automation: Conducting a Production Readiness Assessment for a CI/CD Pipeline

«A CI/CD pipeline that deploys successfully isn't necessarily a production-ready pipeline. This article walks through how I assessed an existing CI/CD pipeline, identified operational gaps, and proposed improvements to make it more resilient, secure, and reliable for production workloads.» Introduct

#cloud
· · Dev.to

[Open Source] Built a tool to discover and risk-score all IAM roles + OIDC trust relationships across AWS accounts

If you're running multiple AWS accounts, you probably have hundreds of IAM roles with trust policies you've never audited. I built MII to solve this. What it does: Scans all IAM roles across your AWS accounts (read-only, uses IAMReadOnlyAccess) OIDC role with AdministratorAccess (any CI/CD pipeline

#cloud
· · Dev.to

Hello World! My First Dev.to Post

👋 Hello, Dev.to! I'm Soumay Soni, and today marks my first day as part of this amazing community. 🎉 I'm a Full Stack Developer passionate about building modern web applications with React, Next.js, TypeScript, Node.js, and MongoDB. I love learning new technologies, solving challenging problems, an

#cloud
· · Dev.to

Single-table DynamoDB design for a real-time game (rooms, rounds, leaderboards)

For the H0 Hackathon I built Kauwa Udd, a real-time multiplayer reaction game on Vercel + Amazon DynamoDB. People hear "DynamoDB" and reach for a table per entity — users table, rooms table, scores table. I put everything in one table. Here's the design, why it works for a live game, and the exact k

#cloud
· · Dev.to

Charge per API call in USDC — and give buyers a receipt they can verify

AI agents can now pay for things on their own. The x402 protocol reuses HTTP 402 Payment Required so a client — human or agent — pays per API call in USDC, no API keys, no accounts, no subscription. It's a genuinely nice primitive. But there's a gap that bites the moment an agent acts on what it pai

#cloud
· · Dev.to

GLM 5.2 isn't free: not even my US$4,000 Spark can run it

GLM 5.2 is open source and free to download. Running it is another story. At best it needs around 240 GB of memory, and that's only in its most compressed version. I have a US$4,000 DGX Spark dedicated to this, with 128 GB, and it doesn't have enough to even start. This isn't opinion, it's arithmeti

#cloud
· · Dev.to

Vue.js vs Next.js: Modal Routing — A Side-by-Side Breakdown

Let's look at the breakdown of both frameworks side-by-side to understand the massive shift in mindset. npm create vite@latest vue-modal-app -- --template vue cd vue-modal-app npm install vue-router@4 src/router.js) import { createRouter, createWebHistory } from 'vue-router' import GalleryView from

#cloud
Ozone loss was a thing even before CFCs were widely used
· · Ars Technica AI

Ozone loss was a thing even before CFCs were widely used

With today’s scientific tools, the problem could have been spotted in the 1950s.

#ai
Sony erases digital content from libraries; we're reminded we don’t own what we buy
· · Ars Technica AI

Sony erases digital content from libraries; we're reminded we don’t own what we buy

Sony has been scaling down its digitial store for a few years.

#ai
Microsoft’s three-year .NET support window is too short for enterprises, developers say
· · The Next Web

Microsoft’s three-year .NET support window is too short for enterprises, developers say

A developer has reopened a long-standing complaint about Microsoft’s support policy for its .NET development platform, arguing in a new GitHub issue that the three-year window for long-term support releases is too short for enterprise upgrade cycles. The current release model gives even-numbered ver

#technology
Supreme Court ruling guts government’s use of geofence warrants
· · Ars Technica AI

Supreme Court ruling guts government’s use of geofence warrants

SCOTUS falls short of deeming geofence warrants unconstitutional, though.

#ai
Germany wants Helsing to build the brain of its next air war
· · The Next Web

Germany wants Helsing to build the brain of its next air war

Germany is quietly building its own brain for future air warfare, and it wants Helsing to write the code. Berlin is lining up a €580mn contract for the Munich AI firm. The software would link fighters, drones, satellites and sensors, according to documents seen by Politico. The deal salvages somethi

#technology
India's Renewable Energy Sector Surpasses Key Milestones in Record Timeframe
· · Ars Technica AI

India's Renewable Energy Sector Surpasses Key Milestones in Record Timeframe

Small-scale solar helped renewables nearly triple coal generation on the US grid.

#ai-for-environment#renewable-energy#sustainability-tech#us-energy-policy#clean-tech-innovation
· · Bleeping Computer

NAIC says public data stolen in ShinyHunters' PeopleSoft breach

The National Association of Insurance Commissioners (NAIC) says the ShinyHunters extortion group stole only publicly available data, outdated logs, and configuration files after breaching its systems by exploiting a zero-day vulnerability in an Oracle PeopleSoft server. [...]

#data-breach#cybersecurity#public-data#information-security
Exclusive: Highly Classified iPhone 18 Pro Images Surface on Dark Web Marketplaces
· · The Verge AI

Exclusive: Highly Classified iPhone 18 Pro Images Surface on Dark Web Marketplaces

The iPhone 17 Pro. | Image: The Verge Leaked iPhone 18 Pro photos and parts lists appeared on the dark web following a data breach affecting one of Apple's key suppliers, according to a report from Reuters. The leaked images show a drop test of what a source tells Reuters is the iPhone 18 Pro, equip

#ai
Iran, Russia, China Target Water Systems for Sabotage
· · Dark Reading

Iran, Russia, China Target Water Systems for Sabotage

Nation-state attackers breach water systems through weak passwords, exposed PLCs, and poor segmentation — not sophisticated malware.

#security

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