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AI Maps 13 Million Buildings in One of the World’s Most Remote Regions
HackerNoon • 2026-03-20 19:04

AI Maps 13 Million Buildings in One of the World’s Most Remote Regions

Researchers created the first high-resolution map of over 13 million buildings across the Qinghai-Tibetan Plateau using satellite imagery and AI. Despite extreme terrain and sparse data, the model achieved strong accuracy, helping reveal human settlement patterns. The dataset can support disaster risk analysis, urban planning, and renewable energy development in one of the world’s hardest-to-map r...

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1m read
DEV Community • 2026-03-20 19:03

Quick Question: Have You Checked If AI Engines Cite Your Site?

Have You Checked If AI Engines Cite Your Site? Here's a 2-minute exercise that might surprise you. Open three tabs: ChatGPT Perplexity Gemini In each one, type: "What is [your product/company name] and what does it do?" Then try: "What are the best tools for [your product category]?" What to look for: Does the AI mention you at all? Is the information accurate? Does it li...

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1m read
The Autonomy Slider: A Decision Framework for When to Use Workflows, Single Agents, or Multi-Agent Systems
DEV Community • 2026-03-20 19:01

The Autonomy Slider: A Decision Framework for When to Use Workflows, Single Agents, or Multi-Agent Systems

The industry is over-indexing on multi-agent. Here's a concrete framework — with code — for choosing the right level of autonomy. The $50,000 Refactor Nobody Talks About A developer on r/LangChain posted something that stopped me mid-scroll: "I spent three weeks building a CrewAI pipeline with five agents. Then I rewrote it as a single agent with tools and it was faster, cheaper, an...

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16m read
The Truth About AI, Water, and Global Consumption
newest submissions : multi • 2026-03-20 19:00

The Truth About AI, Water, and Global Consumption

submitted by /u/LukeKabbash to r/technology [link] [comments]

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1m read
DEV Community • 2026-03-20 18:58

Peeling Back the "Black Box" of GitHub Deployments

In modern development, we’ve gotten used to something dangerous: deployments we don’t understand. Push code to GitHub, and—poof—it’s live. Platforms like Vercel and Netlify have set a gold standard for Developer Experience (DX). But as projects scale and complexity grows, that "magic" often turns into a frustrating "black box." When a build fails or a deployment behaves unexpectedly, we find ourse...

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3m read
Experienced Devs • 2026-03-20 18:57

PSA: If your dev tools vendor got their SOC 2 through Delve, their security claims are meaningless

Delve's clients include dev tools and SaaS platforms that handle YOUR source code and data. Those tools put SOC 2 badges on their websites based on fabricated audits. That means: 1/ No verified access controls on your code 2/ No verified encryption 3/ No tested incident response 4/ No validated change management You need to ask your vendors: who did your SOC 2 audit? If the answer involves Delve, ...

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1m read
newest submissions : multi • 2026-03-20 18:56

Yet another global study says Instagram and Tiktok are bad for your mental health

submitted by /u/MadeInDex-org to r/software [link] [comments]

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1m read
Claude Code vs Codex: A Developer's 2026 Workflow Comparison
SitePoint • 2026-03-20 18:54

Claude Code vs Codex: A Developer's 2026 Workflow Comparison

Compare Claude Code vs Codex: benchmarks, token efficiency, code quality, and development workflows. Deep dive into performance metrics, autonomous capabilities, and which tool wins for different developer needs in 2026. Continue reading Claude Code vs Codex: A Developer's 2026 Workflow Comparison on SitePoint.

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1m read
How Garry Tan Uses GStack to Turn Claude Code Into a Dev Team
SitePoint • 2026-03-20 18:54

How Garry Tan Uses GStack to Turn Claude Code Into a Dev Team

Learn how to use GStack, Y Combinator CEO Garry Tan's Claude Code setup with 6 specialized skills. Achieve 10K+ lines of code weekly with role-based AI development workflows for developers. Continue reading How Garry Tan Uses GStack to Turn Claude Code Into a Dev Team on SitePoint.

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1m read
DEV Community • 2026-03-20 18:53

easy-query: A Type-Safe Java ORM That Actually Handles the Hard Parts

There's a class of problems every Java backend developer eventually hits: your ORM handles simple CRUD just fine, but the moment you need sharding, window functions, conditional aggregation, multi-tenancy filtering, or differential updates, you're either writing raw SQL or fighting the framework. Easy-Query is a Java/Kotlin ORM designed from the ground up to handle these "hard parts" with a type-...

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10m read
UK allows US to use bases to strike Iranian sites targeting Strait of Hormuz
newest submissions : multi • 2026-03-20 18:53

UK allows US to use bases to strike Iranian sites targeting Strait of Hormuz

submitted by /u/Lord_Blackmoore to r/worldnews [link] [comments]

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1m read
Claude API Token Optimization: Reducing Costs by 60%
SitePoint • 2026-03-20 18:52

Claude API Token Optimization: Reducing Costs by 60%

Cut Claude API costs by 60%. Learn prompt caching, batch processing, model routing, and Redis strategies to reduce token spending without sacrificing quality. Continue reading Claude API Token Optimization: Reducing Costs by 60% on SitePoint.

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1m read
newest submissions : multi • 2026-03-20 18:52

What’s a piece of software / extension that's genuinely a gamechanger?

I’m looking for those “once you find it, you can’t go back” tools. Not the obvious stuff everyone already knows (excel, chatgpt or whatever) - more like hidden gems, niche tools, or things you only discover through other people. For example: Raycast completely replaced Spotlight for me AI tools like Claude Code / OpenClaw feel like a cheat code for dev workflows I’m especially interested in: Ch...

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1m read
MCP (Model Context Protocol): The USB-C for AI Applications
SitePoint • 2026-03-20 18:50

MCP (Model Context Protocol): The USB-C for AI Applications

Learn Model Context Protocol (MCP) in 2026. Master how to connect AI models to external tools with this complete implementation guide. Anthropic's standard for AI agents. Continue reading MCP (Model Context Protocol): The USB-C for AI Applications on SitePoint.

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1m read
DEV Community • 2026-03-20 18:50

Move Zeros

The move zeroes question is a leetcode question that works on rearranging the elements in an array such that all the zeroes are moved to the end while maintaining the relative order of the non-zero elements example Input: nums = [0,1,0,3,12] Output: [1,3,12,0,0]_ How does the array change? the array changes when we move all non-zero elements to the front and push zeroes to the end let the giv...

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1m read
Framework founder Nirav reviews Apple Neo vs Framework Laptop 12 | Comparative Teardown
newest submissions : multi • 2026-03-20 18:49

Framework founder Nirav reviews Apple Neo vs Framework Laptop 12 | Comparative Teardown

submitted by /u/-protonsandneutrons- to r/hardware [link] [comments]

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1m read
DEV Community • 2026-03-20 18:49

Claude's agentic loop explained: stopReason, tool_use, and the pattern behind every AI agent

If you've tried building an AI agent with Claude and Bedrock, you've hit stopReason. Maybe you ignored it, maybe you cargo-culted the pattern from a tutorial. Either way — here's what's actually happening and why it matters for production systems. TL;DR stopReason: "tool_use" → execute the tool, append result, loop again stopReason: "end_turn" → agent is done, return the response Al...

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4m read
DEV Community • 2026-03-20 18:48

Beyond CRUD: How easy-query Brings OLAP Superpowers to Your Java ORM

Most Java ORMs are built for CRUD. The moment you need window functions, conditional aggregation, or Top-N-per-group queries, you're dropped into raw SQL strings — losing type safety, IDE support, and cross-database portability in one fell swoop. Easy-Query takes a different approach. It's a Java/Kotlin ORM that treats analytical queries as first-class citizens, with a type-safe, chainable API th...

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7m read
DEV Community • 2026-03-20 18:48

I Built a 700-Person Video Call Without Zoom. Here's Every Mistake I Made

TL;DR: I ditched Zoom for a self-hosted solution using Janus WebRTC Gateway. It works, but I hit three painful production issues: a signaling storm that crashed the client, silent session timeouts that confused users, and a ulimit that killed me at participant #200. This post covers the full architecture, the API flow that actually matters, and a pre-flight checklist before you try this at scale....

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9m read
Running Multiple Local LLMs Simultaneously: Multi-Model Setup Guide
SitePoint • 2026-03-20 18:47

Running Multiple Local LLMs Simultaneously: Multi-Model Setup Guide

Learn how to run multiple local LLMs simultaneously with our comprehensive guide to model orchestration, resource allocation, and multi-model AI architectures. Continue reading Running Multiple Local LLMs Simultaneously: Multi-Model Setup Guide on SitePoint.

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1m read
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