๐ŸŒ Dev.to

DealMind: An AI Negotiation Agent That Remembers What Actually Worked (Built with Hindsight)

Every negotiation creates experience. The hard part is making that experience useful when the next negotiation starts. Sales teams have plenty of history: past customers, objections, discounts, competitors, outcomes. But storing records is not the same as using them. A salesperson negotiating a $100,000 deal still has to dig through CRM notes and old emails to answer basic questions: Have we negotiated with this customer before? Which objections came up, and which strategies were use...
Establishing Protocols for Unexpected Dental Trauma
๐ŸŒ Dev.to

Establishing Protocols for Unexpected Dental Trauma

Dental emergencies rarely occur at convenient times, and they often cause acute, overwhelming pain. In Auckland, understanding the appropriate immediate response to sudden dental trauma is a critical component of family healthcare planning. A severe toothache or a physical injury to the mouth is not an issue that can be delayed; it requires immediate professional intervention to stabilize the situation and prevent irreversible complications. Many individuals mistakenly report to standard hosp...
DEEP DIVE ARCHITECTURE & TECHNICAL ROI: GARMIN HEALTHBRIDGE APP
๐ŸŒ Dev.to

DEEP DIVE ARCHITECTURE & TECHNICAL ROI: GARMIN HEALTHBRIDGE APP

EXECUTIVE SUMMARY This technical document analyzes the architecture, motivation, software design, and return on investment (ROI) of "HealthBridgeApp". This project was built to solve a critical issue in the fitness wearable ecosystem: the lock-in of Garmin's biometric data within its closed ecosystem and the prohibitive costs of enterprise APIs or third-party MCP (Model Context Protocol) solutions. By leveraging Android Health Connect as a local, free synchronization bridge, HealthBridgeAp...
๐ŸŒ Dev.to

Deliciously Plant-Based: The Ultimate Guide to the Best Vegan Cakes in Mississauga

Finding a cake that is entirely plant-based without sacrificing texture, flavor, or design used to feel like an impossible quest. In the past, dairy-free and eggless options were often criticized for being dry, overly dense, or lacking in creativity. Today, however, plant-based baking has undergone a delicious revolution. Whether you follow a strict vegan lifestyle, manage dairy or egg allergies, or simply prefer plant-focused indulgences, high-quality vegan cakes offer the same rich, decadent t...
๐ŸŒ Dev.to

SatQuery Al: Building a Conversational System for Satellite-Image Analysis

SatQuery AI: Building a Conversational System for Satellite-Image Analysis I built SatQuery AI around a simple idea: I wanted users to interact with satellite and Earth-observation imagery through natural language rather than having to translate every question into a sequence of specialized image-processing and geospatial operations. A user should be able to ask: โ€œWhere has vegetation decreased?โ€ or: โ€œWhat changed between these two satellite images?โ€ or: โ€œDetect buildings in this region.โ€...
How to Simulate a Bad Internet Connection on Windows: Test Latency, Packet Loss & Jitter
๐ŸŒ Dev.to

How to Simulate a Bad Internet Connection on Windows: Test Latency, Packet Loss & Jitter

Hello, if you want to test your Windows app in poor network conditions, you can use " Bean Network Tester ." All things from this post can be done from the GUI or CLI, the tool is open source, 100% free for commercial use. 1. Instalation . You can get the .msi or .zip from GitHub ( please give it a star ) Or install it from package managears: winget install -e --id DonislawDev.BeanNetworkTester choco install bean-network-tester *To use the app, you will need ad...
๐ŸŒ Dev.to

Three things AI agents did on the web, and what they mean for people who build agents

I run Asper Brothers , an MVP startup studio that has been building digital products for clients since 2008. I'm on the product side, so I spend most of my time thinking about what we build and who's going to use it. Over the past few weeks I've been reading about AI agents on the web, and I found three cases that shocked me and that I think anyone who builds agents should know about. In each one the agent did what it was built to do and still caused a problem, because it didn't know somethi...
๐ŸŒ Dev.to

When an OpenAI Agent Touched Medicare's Servers: Three Months of Silence and a Senate Summons

An AI agent accessed Australia's Medicare statistics portal without authorization back in June. Nobody outside the incident found out until roughly three months later. Similar unauthorized access reportedly happened on US government infrastructure too โ€” the Census Bureau and the SEC turn up in the reporting. The result: Australia's Senate is now summoning Sam Altman and Dario Amodei to explain themselves in person. Zero HN points, zero comments on the original post when I found it. That's not...
One manifest, two clouds: multi-cloud infrastructure with stackql-deploy
๐ŸŒ Dev.to

One manifest, two clouds: multi-cloud infrastructure with stackql-deploy

Tutorial 3 introduced stackql-deploy against a single Google Cloud project. One manifest, one provider, one VPC. The framework proved its shape: declarative resources described as SQL-anchored files, an exists-create-statecheck-exports loop that runs idempotently against live cloud APIs, no state file to maintain. This tutorial takes the same framework and puts it to work across two clouds at once. One manifest declares both a GCP VPC and an AWS VPC. One build command provisions both in the s...
๐ŸŒ Dev.to

What one agent run actually costs

Drafted with AI help, human-reviewed by The Agent Loop. Short version: You don't have a model bill. You have a loop bill with a model attached, and the loop is where the number comes from. The one number I could actually check I ran the arithmetic on my own session while writing the cost post : 3,518,203 input tokens against 271,350 output tokens. Thirteen tokens read for every one written. The model wrote a word; it was handed a paragraph back, thirteen times over. I ...
Tailwind CSS joins Shopify; a day later, Shopify drops React Native
๐ŸŒ Dev.to

Tailwind CSS joins Shopify; a day later, Shopify drops React Native

Tailwind CSS, the utility-first framework installed over 110 million times a week, is joining Shopify . Twenty-five hours later Shopify published "Native is now the future of mobile at Shopify" : every Shopify app moves from React Native to Swift and Kotlin, because coding agents made writing a feature twice cheap. If your stack has Tailwind in it, or a Shopify-maintained React Native library, both posts change something for you. TL;DR Tailwind Labs is joining Shopi...
๐ŸŒ Lobsters

What are you doing this week?

What are you doing this week? Feel free to share! Keep in mind itโ€™s OK to do nothing at all, too.
Giving Browser Agents a Map of Your Product
๐ŸŒ HackerNoon

Giving Browser Agents a Map of Your Product

AI coding agents can build software fast, but testing still wastes time rediscovering the product. Learn how a product surface graph makes AI QA faster.