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AWS Launches Database Savings Plans, Offering up to 35% Cost Reduction and Engine Flexibility

AWS has launched Database Savings Plans, allowing customers to cut database costs by up to 35% with a commitment to consistent usage. This feature enhances flexibility during migrations and expansions across AWS Regions. Positive community feedback highlights its potential impact on cost efficiency and future direction for database commitments. By Steef-Jan Wiggers

Article: Overload Protection: The Missing Pillar of Platform Engineering

Overload protection is often overlooked in platform engineering, leaving teams to create inconsistent, fragile fixes. Centralized rate limits, quotas, adaptive controls, and clear visibility give services predictable ways to handle traffic spikes, reduce reliability debt, and prevent cascading failures across systems. By Gaurav Nanda, Tapan Manaktala

Arizona city rejects data center after AI lobbying push

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Google Removes AI Videos of Disney Characters After Cease and Desist Letter

California startup's new fire-suppression system uses sound instead of water

AI Can Write Your Code. It Can’t Do Your Job.

Watch: Glowing tool seeks out DNA damage in real time

Honeypot fields still work surprisingly well

Soft robots can now see with a self-focusing squishy eye

Got new system design book

NVIDIA

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Nemotron-Orchestrator-8B

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LongCat

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LongCat-Image-Edit

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Black Forest Labs

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FLUX.2-dev

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AI at Meta

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sam3

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wuli-DX

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Qwen-Edit-2509-Light-Migration

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NousResearch

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nomos-1

DeepSeek

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DeepSeek-V3.2-Speciale

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Sebastian Böhnke

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Z-Image-Turbo-AIO

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Essential AI

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rnj-1

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cvat-ai

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cvat

Annotate better with CVAT, the industry-leading data engine for machine learning. Used and trusted by teams at any scale, for data of any scale.

databus23

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helm-diff

A helm plugin that shows a diff explaining what a helm upgrade would change

apache

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superset

Apache Superset is a Data Visualization and Data Exploration Platform

anchore

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syft

CLI tool and library for generating a Software Bill of Materials from container images and filesystems

NVIDIA

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Megatron-LM

Ongoing research training transformer models at scale

pyenv

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pyenv

Simple Python version management

provectus

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kafka-ui

Open-Source Web UI for Apache Kafka Management

windmill-labs

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windmill

Open-source developer platform to power your entire infra and turn scripts into webhooks, workflows and UIs. Fastest workflow engine (13x vs Airflow). Open-source alternative to Retool and Temporal.

frappe

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lms

Easy to Use, 100% Open Source Learning Management System