AWS NewsDropbox EngineeringGitHub BlogGoogle DevelopersMeta EngineeringNetflix TechBlogStripe Engineering

Total Articles: 20 from 7 sources


AWS News

1. AWS Weekly Roundup: Amazon ECS, Amazon CloudWatch, Amazon Cognito and more (December 15, 2025)

URL: https://aws.amazon.com/blogs/aws/aws-weekly-roundup-amazon-ecs-amazon-cloudwatch-amazon-cognito-and-more-december-15-2025/

Published: 2025-12-15 16:42

Summary:

We’re nearly at the end of 2025 And what a year it’s been From re:Invent recap events, to AWS Summits, AWS Innovate, AWS re:Inforce, Community Days, and DevDays and, recently, adding that cherry on the cake, re:Invent 2025, we have lived through a year filled with exciting moments and technology advancements […]


2. AWS Weekly Roundup: AWS re:Invent keynote recap, on-demand videos, and more (December 8, 2025)

URL: https://aws.amazon.com/blogs/aws/aws-weekly-roundup-aws-reinvent-keynote-recap-on-demand-videos-and-more-december-8-2025/

Published: 2025-12-08 17:05

Summary:

The week after AWS re:Invent builds on the excitement and energy of the event and is a good time to learn more and understand how the recent announcements can help you solve your challenges and unlock new opportunities As usual, we have you covered with our top announcements of AWS re:Invent 2025 that you can […]


3. Amazon Bedrock adds reinforcement fine-tuning simplifying how developers build smarter, more accurate AI models

URL: https://aws.amazon.com/blogs/aws/improve-model-accuracy-with-reinforcement-fine-tuning-in-amazon-bedrock/

Published: 2025-12-03 16:08

Summary:

Amazon Bedrock now supports reinforcement fine-tuning delivering 66% accuracy gains on average over base models.

Dropbox Engineering

1. Inside the feature store powering real-time AI in Dropbox Dash

URL: https://dropbox.tech/machine-learning/feature-store-powering-realtime-ai-in-dropbox-dash

Published: 2025-12-18 18:00

Summary:

The feature store is a critical part of how we rank and retrieve the right context across your work.


2. Building the future: highlights from Dropbox’s 2025 summer intern class

URL: https://dropbox.tech/culture/highlights-from-dropbox-2025-summer-intern-class

Published: 2025-11-26 19:00

Summary:

The Dropbox Intern Program is thoughtfully designed to cultivate growth, spark innovation, and build lasting connections.

GitHub Blog

1. 5 podcast episodes to help you build with confidence in 2026

URL: https://github.blog/open-source/maintainers/5-podcast-episodes-to-help-you-build-with-confidence-in-2026/

Published: 2025-12-23 00:15

Summary:

Looking ahead to the New Year These GitHub Podcast episodes help you cut through the noise and build with more confidence across AI, open source, and developer tools The post 5 podcast episodes to help you build with confidence in 2026 appeared first on The GitHub Blog.


2. This year’s most influential open source projects

URL: https://github.blog/open-source/maintainers/this-years-most-influential-open-source-projects/

Published: 2025-12-22 23:48

Summary:

From Appwrite to Zulip, Universe 2025’s Open Source Zone was stacked with standout projects showing just how far open source can go Meet the maintainers—and if you want to join them in 2026, you can now apply for next year’s cohort The post This year’s most influential open source projects appeared first on The GitHub Blog.


3. The future of AI-powered software optimization (and how it can help your team)

URL: https://github.blog/news-insights/policy-news-and-insights/the-future-of-ai-powered-software-optimization-and-how-it-can-help-your-team/

Published: 2025-12-12 20:43

Summary:

We envision the future of AI-enabled tooling to look like near-effortless engineering for sustainability We call it Continuous Efficiency The post The future of AI-powered software optimization (and how it can help your team) appeared first on The GitHub Blog.

Google Developers

1. Google Colab is Coming to VS Code

URL: https://developers.googleblog.com/google-colab-is-coming-to-vs-code/

Published: 2025-12-23 09:23

Summary:

Google Colab has launched an official VS Code extension, bridging the gap between the popular code editor and the AI/ML platform The extension combines VS Code’s powerful development environment with Colab’s seamless access to high-powered runtimes (GPUs/TPUs), allowing users to connect local notebooks to Colab This aims to meet developers where they are and brings the best of both worlds.


2. 5 things to try with Gemini 3 Pro in Gemini CLI

URL: https://developers.googleblog.com/5-things-to-try-with-gemini-3-pro-in-gemini-cli/

Published: 2025-12-23 09:23

Summary:

Gemini 3 Pro is now integrated into Gemini CLI, unlocking state-of-the-art reasoning, agentic coding, and advanced tool use for enhanced developer productivity It’s available now for Google AI Ultra and paid Gemini API key subscribers (upgrade CLI to 0.16.x) Features include generating 3D apps and code from visual sketches, running complex shell commands, creating documentation, and debugging live Cloud Run services.


3. Building production AI on Google Cloud TPUs with JAX

URL: https://developers.googleblog.com/building-production-ai-on-google-cloud-tpus-with-jax/

Published: 2025-12-23 09:23

Summary:

The JAX AI Stack is a modular, industrial-grade, end-to-end machine learning platform built on the core JAX library, co-designed with Cloud TPUs It features key components like JAX, Flax, Optax, and Orbax for foundational model development, plus an extended ecosystem for the full ML lifecycle and production This integration provides a powerful, scalable foundation for AI development, delivering significant performance advantages.

Meta Engineering

1. Python Typing Survey 2025: Code Quality and Flexibility As Top Reasons for Typing Adoption

URL: https://engineering.fb.com/2025/12/22/developer-tools/python-typing-survey-2025-code-quality-flexibility-typing-adoption/

Published: 2025-12-22 14:00

Summary:

The 2025 Typed Python Survey, conducted by contributors from JetBrains, Meta, and the broader Python typing community, offers a comprehensive look at the current state of Python’s type system and developer tooling With 1,241 responses (a 15% increase from last year), the survey captures the evolving sentiment, challenges, and opportunities around Python typing in the […] Read More The post Python Typing Survey 2025: Code Quality and Flexibility As Top Reasons for Typing Adoption appeared first on Engineering at Meta.


2. DrP: Meta’s Root Cause Analysis Platform at Scale

URL: https://engineering.fb.com/2025/12/19/data-infrastructure/drp-metas-root-cause-analysis-platform-at-scale/

Published: 2025-12-19 17:35

Summary:

Incident investigation can be a daunting task in today’s digital landscape, where large-scale systems comprise numerous interconnected components and dependencies DrP is a root cause analysis (RCA) platform, designed by Meta, to programmatically automate the investigation process, significantly reducing the mean time to resolve (MTTR) for incidents and alleviating on-call toil Today, DrP is used […] Read More The post DrP: Meta’s Root Cause Analysis Platform at Scale appeared first on Engineering at Meta.


3. How We Built Meta Ray-Ban Display: From Zero to Polish

URL: https://engineering.fb.com/2025/12/17/virtual-reality/meta-ray-ban-display-from-zero-to-polish/

Published: 2025-12-17 14:00

Summary:

We’re going behind the scenes of the Meta Ray-Ban Display, Meta’s most advanced AI glasses yet In a previous episode we met the team behind the Meta Neural Band, the EMG wristband packaged with the Ray-Ban Display The post How We Built Meta Ray-Ban Display: From Zero to Polish appeared first on Engineering at Meta.

Netflix TechBlog

1. How Temporal Powers Reliable Cloud Operations at Netflix

URL: https://netflixtechblog.com/how-temporal-powers-reliable-cloud-operations-at-netflix-73c69ccb5953?source=rss----2615bd06b42e---4

Published: 2025-12-15 23:51

Summary:

Clouddriver’s job is to decompose and execute Cloud Operations sent to it by Orca as part of a deployment Ultimately, we decided to pull the trigger on migrating Cloud Operation execution to Temporal.Cloud Operations with TemporalToday, we execute Cloud Operations as Temporal workflows We built a CloudOperationRunner interface in Orca to encapsulate whether the Cloud Operation was being executed via the legacy path or Temporal


2. Netflix Live Origin

URL: https://netflixtechblog.com/netflix-live-origin-41f1b0ad5371?source=rss----2615bd06b42e---4

Published: 2025-12-15 17:38

Summary:

This defect information is provided as metadata when the segment is published to the live origin This combination of cache and highly available storage has met the demanding needs of our Live Origin for over a year now.Storage System High Level ArchitectureDelivering this consistent low latency for large writes with cross-region replication and consistent write-through caching to a distributed cache required solving numerous hard problems with novel techniques, which we plan to share in detail during a future post.Scalability and scalable architectureNetflix’s live streaming platform must handle a high volume of diverse stream renditions for each live event This metadata caching complements the storage system’s distributed media cache, providing a complete solution for traffic surge protection.SummaryThe Netflix Live Origin, built upon an optimized storage platform, is specifically designed for live streaming


3. AV1 — Now Powering 30% of Netflix Streaming

URL: https://netflixtechblog.com/av1-now-powering-30-of-netflix-streaming-02f592242d80?source=rss----2615bd06b42e---4

Published: 2025-12-04 20:09

Summary:

Today, AV1 powers approximately 30% of all Netflix viewing, marking a major milestone in our efforts to bring more efficient and higher-quality streaming to our members.In this post, we’ll revisit Netflix’s AV1 journey to date, highlight emerging use cases, and share adoption trends across the device ecosystem In March 2025, we launched AV1 HDR streaming We are pleased with the successful progress made, and AV1 with FGS is now supported across a significant and growing number of in-field devices.Looking Ahead: AV1 Today, AV2 TomorrowAs we reflect on our AV1 journey, it’s clear that the codec has already transformed the streaming experience for hundreds of millions of Netflix members worldwide

Stripe Engineering

1. Stripe Atlas startups in 2025: Year in review

URL: https://stripe.com/blog/stripe-atlas-startups-in-2025-year-in-review

Published: 2025-12-18 00:00

Summary:

2025 was a breakout year for early-stage startups, as founders launched more companies and generated revenue faster than ever Three shifts stand out: customer bases are more international than ever, time-to-revenue has compressed, and founders are turning their attention to AI agents over AI infrastructure or copilots.


2. Businesses grow revenue on Stripe 27 percentage points faster after accepting financing through Stripe Capital

URL: https://stripe.com/blog/businesses-grow-revenue-on-stripe-faster-after-accepting-financing-through-stripe-capital

Published: 2025-12-17 00:00

Summary:

In a new study, we found a strong causal relationship between accepting financing and growing revenue on Stripe Learn which businesses are most likely to benefit, and how greater access to financing could drive significant GDP growth.


3. Introducing next-day settlement, a faster way to access your earnings

URL: https://docs.stripe.com/payouts/next-day-settlement

Published: 2025-12-17 00:00

Summary:

Gain next-day access to cash, and use funds where they’re needed most Get reliable auto-settlement in a few clicks right from the Dashboard.


Generated on 2025-12-23 09:23:38