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Using GPT as a Code Auditor (Not a Code Generator)
Why “GPT code reviews” usually feel unsatisfying You’ve probably done this: > “Here’s my code. Can you review it?” The feedback is often reasonable: - refactor...
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AI Is Too Polite
The Problem AI speeds up development — no question. It’s trained to be helpful, and helpful often means agreeable. Confidently show an LLM buggy code and it ma...
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CS 4973: Introduction to Software Development Tooling – Northeastern Univ (2024)
Article URL: https://bernsteinbear.com/isdt/ Comments URL: https://news.ycombinator.com/item?id=46297127 Points: 8 Comments: 0...
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Notes from Building My Second AI Video Site
Introduction Soravizhttps://www.soraviz.com/ is my second AI video project. When I started it, I thought I had learned enough from my first AI product to move...
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From a Pyodide Wrapper to an Edge AI Engine
A few months ago, I shipped v1 of a React library that let you run Python ML models directly in the browser. It worked — but the feedback was blunt and fair: >...
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Sei AI (YC W22) Is Hiring
Article URL: https://www.ycombinator.com/companies/sei/jobs/TYbKqi0-llm-engineer-mid-senior Comments URL: https://news.ycombinator.com/item?id=46296926 Points:...
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Building a Style-Aware AI Image Generator with Nano Bana, React, and Hono.
Magic.rb !Magic.rbhttps://media2.dev.to/dynamic/image/width=50,height=50,fit=cover,gravity=auto,format=auto/https%3A%2F%2Fdev-to-uploads.s3.amazonaws.com%2Fupl...
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Kavia v1.0.9: Interactive agents, SCM onboarding, and persistent code context
!Cover image for Kavia v1.0.9: Interactive agents, SCM onboarding, and persistent code contexthttps://media2.dev.to/dynamic/image/width=1000,height=420,fit=cove...
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Windows 11 will ask consent before sharing personal files with AI after outrage
Article URL: https://www.windowslatest.com/2025/12/17/microsoft-confirms-windows-11-will-ask-for-consent-before-sharing-your-personal-files-with-ai-after-outrag...
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**Revolutionizing Audio Experience: Meta's AI-Powered Glasses Enhance Conversation Clarity**
Introduction In a groundbreaking development, Meta has announced a significant upgrade to its AI‑powered glasses, enabling users to hear conversations more cle...
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Americans overestimate how many social media users post harmful content
Article URL: https://academic.oup.com/pnasnexus/article/4/12/pgaf310/8377954?login=false Comments URL: https://news.ycombinator.com/item?id=46296181 Points: 11...
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Canonical JSON Model
Purpose The Canonical JSON Model defines the stable, deterministic representation of AI execution state produced by a FACET‑compliant system. Its goal is to en...
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Build a Realtime Video Restyling Agent with Gemini 3 + Decart AI
Google's Gemini 3 released Nov 18 2025 provides multimodal reasoning and tool‑use for building response‑accurate AI applications. Paired with Decart AI’s Mirage...
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Unpacking Sterling Digital Consulting's AI Analytics Tool
Overview Ever felt overwhelmed by the sheer amount of data your applications churn out? Many developers struggle to sift through endless logs, metrics, and use...
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Como provisionar um cluster PostgreSQL no DBaaS da Magalu Cloud com failover automático
markdown Alta disponibilidade com PostgreSQL no Magalu Cloud DBaaS Bancos de dados relacionais continuam sendo componentes centrais em aplicações modernas. Quan...
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Reverse-Engineering the RK3588 NPU: Hacking Limits to Run Vision Transformers
Article URL: https://amohan.dev/blog/2025/shard-optimizing-vision-transformers-edge-npu/ Comments URL: https://news.ycombinator.com/item?id=46294626 Points: 8 C...
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Prediction: AI will make formal verification go mainstream
Article URL: https://martin.kleppmann.com/2025/12/08/ai-formal-verification.html Comments URL: https://news.ycombinator.com/item?id=46294574 Points: 40 Comments...
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Letta Code
Article URL: https://www.letta.com/blog/letta-code Comments URL: https://news.ycombinator.com/item?id=46294274 Points: 6 Comments: 0...
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Production Deployment: Nginx, uWSGI, and Gunicorn for WebSockets
Introduction: Moving Beyond the Development Server A common pitfall in Python WebSocket development is moving code that works perfectly with socketio.runapp in...
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What You Want is Knowledge
Introduction “What You Want” abbreviated wyw is more than a personal life‑hack; when written down collectively it becomes valuable knowledge. By providing a sh...
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PDK 3.6.0 is out with security patches and more!
PDK 3.6.0 is now available! Validate against Puppet or OpenVox and get loads of security patches in this release. You can download it from the Forge: Download P...
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How to Detect Browser-as-a-Service Scrapers in 2025
Browserbase just raised $40 million at a $300 million valuation. Their pitch to developers? “Run thousands of headless browsers in the cloud with stealth mechan...
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How I Automated News Discovery with n8n (439K Views, €0 Spent)
I'm building AKCACHE.iohttps://akcache.io/, a managed database service focused on EU digital sovereignty. My marketing depends on catching relevant EU policy ne...
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The Modern Scrapy Developer's Guide (Part 3): Auto-Generating Page Objects with Web Scraping Co-pilot
Part 3 – Modern Scrapy Series Welcome to Part 3 of our Modern Scrapy series. The refactor in Part 2 was a huge improvement, but it still required a lot of manu...
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You can now embed Cloud Run deployments directly in your DEV posts!
Introducing Cloud Run embeds We're excited to announce that you can now showcase your Google AI projects with a dedicated Cloud Run embed right in your posts....
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AI is wiping out entry-level tech jobs, leaving graduates stranded
Article URL: https://restofworld.org/2025/engineering-graduates-ai-job-losses/ Comments URL: https://news.ycombinator.com/item?id=46291504 Points: 40 Comments:...
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The GitHub Actions control plane is no longer free
Article URL: https://www.blacksmith.sh/blog/actions-pricing Comments URL: https://news.ycombinator.com/item?id=46291500 Points: 14 Comments: 1...
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GitHub will begin charging for self-hosted action runners on March 2026
On January 1, 2026, GitHub will reduce the price of GitHub‑hosted runners by up to 39 % — depending on the machine type used — as described in the GitHub Action...
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Top 7 Featured DEV Posts of the Week
How I Cut My Debugging Time in Half as a Front-End Developer A Practical Guide Eleftheria Batsou – Dec 9 Tags: ai, aitools, aidebugging, debugging Eleftheria s...
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Scale AI Innovation: How AWS Well-Architected Lenses Drive Efficient Development
The AI Scaling Challenge: From Experimentation to Enterprise Efficiency The promise of Artificial Intelligence is no longer a futuristic vision. As we approach...
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Artie (YC S23) Is Hiring Senior Enterprise AES
Article URL: https://www.ycombinator.com/companies/artie/jobs/HyaHWUs-senior-enterprise-ae Comments URL: https://news.ycombinator.com/item?id=46291011 Points: 0...
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Rust Documentation at Your Fingertips with rust-docs MCP
Rust is known for its steep learning curve but also for its excellent documentation. docs.rs is a treasure trove of information, but searching through it can so...
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Track Surveillance (Flock Cameras) Tech in Local Government Meetings
Article URL: https://alpr.watch/ Comments URL: https://news.ycombinator.com/item?id=46290916 Points: 102 Comments: 39...
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Show HN: My Tizen multiplayer drawing game flopped, but then hit 100M drawings
Hi HN, I built the first version of Drawize back in late 2016 specifically for a Samsung Tizen OS app contest. I crunched and built the whole thing including th...
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PyTorch Models Are Executables: Why I Built a Scanner to Stop 'Pickle Bombs'
The Lie We Tell Ourselves If you work in DevOps or Security, you probably scan your requirements.txt religiously. You use Snyk or Dependabot to catch that one v...
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AIsbom – open-source CLI to detect 'Pickle Bombs' in PyTorch models
Article URL: https://github.com/Lab700xOrg/aisbom Comments URL: https://news.ycombinator.com/item?id=46290113 Points: 16 Comments: 5...
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Building a Serverless Data Analytics Pipeline with AWS: Premier League Dashboard
'_Inspired by AWS Cookbook by John Culkin & Mike Zazon – Chapter 7: Big Data_
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How Modern Procurement Teams Are Fixing Broken Purchase Order Processes
The Problem with Traditional Purchase Order Processes In many organizations, the purchase order PO process still relies on emails, spreadsheets, and manual app...
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Encore Cloud 2.0 - Development Platform for the AI Era
Encore Cloud 2.0 – Launch Announcement We started Encore five years ago because developers were spending too much time configuring infrastructure and jumping th...
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Four Million U.S. Children Had No Health Insurance in 2024
Article URL: https://www.scientificamerican.com/article/how-rising-rates-of-uninsured-children-will-increase-pediatric-cancer-deaths/ Comments URL: https://news...
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Build an RF Test Bench on a Limited Budget (Starter / Growth / Advanced)
Build a Practical RF Test Bench on a Limited Budget “A 3‑tier approach Starter / Growth / Advanced + the two most ignored costs: cables and calibration” A lot...
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Introducing the Mapbox MCP Server: Location Intelligence for AI Agents
Introduction AI agents are getting smarter every day – they can write code, analyze data, and answer complex questions. But when it comes to understanding wher...
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Cloud Migration Strategy in 2026: A Practical Roadmap for CEOs and IT Leaders
Cloud Migration: From Backend Task to Boardroom Strategy Cloud migration has evolved from being a backend engineering task to a boardroom discussion that direc...
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Mozilla's new CEO is doubling down on an AI future for Firefox
Article URL: https://www.theverge.com/tech/845216/mozilla-ceo-anthony-enzor-demeo Comments URL: https://news.ycombinator.com/item?id=46289115 Points: 4 Comments...
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Deploying a Secure, Intelligent LLM Gateway
markdown !Forem Logohttps://media2.dev.to/dynamic/image/width=65,height=,fit=scale-down,gravity=auto,format=auto/https%3A%2F%2Fdev-to-uploads.s3.amazonaws.com%2...
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🌌 Quantum Is Moving Faster Than We Think — Web3 Must Build for Tomorrow, Today
What’s Actually Happening in Quantum Tech? Quantum computers use qubits, which can exist in multiple states simultaneously. Two algorithms matter most for us:...