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The HackerNoon Newsletter: Stop the Generative AI Arms Race Before It Stops Us (12/17/2025)

Data Strategy for MaGGIe: Bridging the Gap in Matting Resources

loro-extended: A toolkit for building local-first applications and multi-agent systems with Loro

MaGGIe's Coarse Alpha Matte Prediction: Temporal Feature Aggregation

Maintaining an open source software during Hacktoberfest

MaGGIe Architecture: Efficient Mask-Guided Instance Matting

Evolution of Matting: From Traditional Sampling to MaGGIe's Instance Approach

Turning Your Data Swamp into Gold: A Developer’s Guide to NLP on Legacy Logs

Inside a Practitioner Survey on Modern Code Review Priorities

MaGGIe: Achieving Temporal Consistency in Video Instance Matting

Asahi Linux Progress Report: Linux 6.18

[$] The Civil Infrastructure Platform after (nearly) ten years

How did IRC ping timeouts end up in a lawsuit?

A Safer Container Ecosystem with Docker: Free Docker Hardened Images

Security updates for Wednesday

Hacker News down for anyone else?

A Planet for Guix

How to Fix 3 Common AWS Serverless Performance Killers (Lambda, S3, SQS)

The original Mozilla "Dinosaur" logo artwork

Yep, Passkeys Still Have Problems

Study Finds Most Code Review Research Lacks Real-World Validation

How to Build Real-World Drone Avatars with WebRTC and Python

How Twitter is (probably) crawling the Internet for AI

Log level 'error' should mean that something needs to be fixed

The Wrong Question About Type Systems

Short-Circuiting Correlated Subqueries in SQLite

A Decade of Modern Code Review Research Shows Gaps in Industry Priorities

A Survey of Dynamic Array Structures

Amber-Lang - Bash Transpiler is looking for Rust contributors

What We Know (and Don’t) About Modern Code Reviews

Keeping secrets, or (less than two weeks ago)

kris: Cross-compile Janet projects with Zig

AI and GNOME Shell Extensions

KDE Ni! OS Is a Playful Take on Immutable Linux Built on NixOS

qjp - turn any json file into a quick TUI menu

How SCOR Plans to Rescue Thousands of Dormant Sports NFTs from Digital Graveyards

The TechBeat: Code Review Anti-Patterns: How to Stop Nitpicking Syntax and Start Improving Architecture (12/17/2025)

Opus 1.6 Released

Calling all arguments

RIP Chatbots: Why Claude’s New 'Tasks' Mode is the Agent We’ve Been Waiting For

NE2NE’s PDFFlex Eliminates Data Paralysis by Automating PDF Extraction

The Curse of Rumination—and How We Unknowingly Reinforce It

Stop Guessing AI Metrics: Regression Explained with MSE, RMSE, MAE, R² & MAPE

The Battle for the Borders: How AI and Cyber Intelligence Are Reshaping Statecraft

AEO (Answer Engine Optimization): The New Entry Point of the eCommerce Buying Funnel

Production Environment: Where AI Agent Demos Go To Die

Stop Parsing Nightmares: Prompting LLMs to Return Clean, Parseable JSON

The "Stochastic Parrot" Narrative Is Dead. Physics Killed It.

The Interpretation Gap: Why Capability Is Outpacing Trust, and Valuation Is Paying the Price

Prompting for Safety: How to Stop Your LLM From Leaking Sensitive Data