AWS
Latest AWS news, announcements & analysis
Infra
AWS Claims Its New AI Fixes 89% of Code Bugs
AWS launched an AI security tool called Continuum that it claims can automatically find and fix 89% of code vulnerabilities. The service integrates with code repositories and proposes fixes through pull requests for developers to review.
Ashish Kale ·
Infra
Query Huge Files Without Moving Any Data
Australia's national science agency built a serverless system that queries massive genomic files directly from cloud storage, bypassing a central database. The architecture delivers results in under two seconds, offering a new blueprint for big data processing.
Ashish Kale ·
Infra
AWS Lambda Drops Need for Adapter Libraries
AWS released Lambda Web Functions, a new way to run Node.js web apps. This update removes the need for adapter libraries, simplifying deployments for frameworks like Express and adding support for response streaming and concurrent requests.
Ashish Kale ·
Infra
Smart Cloud Design Saves More Than Rate Deals
A new engineering framework shows that changing your multi-cloud architecture can save far more money than just negotiating better rates. This approach focuses on optimizing service placement and communication to slash hidden data transfer fees.
Ashish Kale ·
Infra
AWS AI Agent Finds Cloud Flaws Before Deployment
AWS announced a new AI-powered service, the Well-Architected Agent. It automatically analyzes your cloud setup and code before deployment, providing prioritized recommendations to improve cost, security, performance, and reliability.
Ashish Kale ·
Infra
AWS Is Unplugging Its European Cloud for Hours
AWS will test its European Sovereign Cloud by disconnecting it from the global network for several hours. The drill aims to prove the platform's independence, a key requirement for customers navigating strict EU data laws.
Ashish Kale ·
AI
AWS Releases Tools for Safer AI Agent Development
AWS has released two open-source tools for AI agent development. Strands Decider 2B is a small model for making decisions, while Strands Box provides a secure sandbox for running agent-generated code, addressing key safety and efficiency challenges.
Neeraj Dhiman ·
AI
How to Find Flaws AI-Generated Code Misses
AI-generated code can introduce subtle but critical system flaws. A new approach uses formal methods, a rigorous way to mathematically prove system correctness, to verify AI code before it reaches production.
Neeraj Dhiman ·
Infra
Vercel and AWS Simplify Cloud Storage for Developers
Vercel now lets developers create and connect Amazon S3 storage buckets directly from its dashboard. This integration streamlines setup, automatically handles credentials, and improves security by removing the need for long-lived secret keys.
Ashish Kale ·
Infra
Query Your AWS Data Directly From Google Cloud
Google BigQuery can now analyze data stored on other clouds like AWS and Azure without moving it. This uses the open Apache Iceberg standard to reduce costs and complexity for companies with multi-cloud data strategies.
Ashish Kale ·
Infra
Your AWS Events Can Now Arrive in Order
AWS has upgraded EventBridge with enhanced custom event buses. The new features include guaranteed event ordering, event replay for easier debugging, and simpler cross-account sharing, making event-driven systems more robust and manageable for developers.
Ashish Kale ·
Tech
A $76 Lawsuit Reveals Hidden AI System Risks
A federal jury awarded a driver $76 after a faulty AI-powered license plate reader led to an unconstitutional traffic stop. The case sets a legal precedent on liability for automated surveillance systems and their real-world errors.
Taranpreet Singh ·
Data
Get Official Redis OSS Directly From AWS Marketplace
Redis has released its official open-source software on the AWS Marketplace. This gives developers a trusted, one-click way to deploy Redis on their own EC2 instances, simplifying setup and ensuring the software comes directly from the source.
Taranpreet Singh ·
Infra
AWS Built an AI Agent to Optimize Your Cloud
AWS has launched a new AI-powered agent called the Well-Architected Agent. It automatically finds and suggests improvements for your cloud setup, aiming to save teams time on manual optimization and review tasks.
Ashish Kale ·
Infra
Cursor Reinvents Git Storage for Massive Scale
Cursor has a new Git architecture using a cloud-based log as the source of truth. This design allows for over 300 pushes per second and massive read scaling, turning local repositories into simple caches for better performance.
Ashish Kale ·
Infra
Why Your Next Cloud Provider Won't Be AWS
Companies are moving beyond AWS and Azure, adopting alternative cloud providers for specialized tasks. This shift helps them cut costs, avoid vendor lock-in, and gain access to better infrastructure for AI and edge workloads.
Ashish Kale ·
Data
AWS Aurora Finally Adds a Core Database Feature
AWS has added foreign key support to its Aurora MySQL database, a feature users have long requested. This allows the database itself to enforce data consistency, removing a major reason some developers avoided the service.
Taranpreet Singh ·
Infra
AWS Kills Sticky Sessions for Simpler Scaling
AWS has updated its Model Context Protocol to be stateless, eliminating the need for complex "sticky sessions." This change simplifies server architecture, making it easier to scale applications horizontally and improve overall system resilience.
Ashish Kale ·
Infra
Why Perplexity Built Its Own Database to Beat AWS
AI search company Perplexity replaced Amazon's DynamoDB with its own custom database written in Rust. The move cut query latency by five times and significantly reduced cloud storage costs, improving efficiency for its high-volume search infrastructure.
Ashish Kale ·
AI
Choosing the Right Way to Build Your AI Agent
Building a control system for AI agents involves a key choice between managed services like AWS and open-source frameworks like LangChain. A new guide compares the two, highlighting trade-offs in cost, control, and engineering effort.
Neeraj Dhiman ·
Infra
AWS Fixes a Big Headache for Event-Driven Apps
AWS has enhanced Amazon EventBridge, allowing a central event bus to receive events from other accounts. This update simplifies complex architectures for large organizations, reducing operational overhead and costs by centralizing event management and guaranteeing message order.
Ashish Kale ·
Infra
AWS Built a New Tool to Debug Your AI Agents
AWS launched CloudWatch Omni, a new tool to help developers understand why their AI agents behave unpredictably. It unifies monitoring to explain agent actions, a task traditional tools like the original CloudWatch have struggled with.
Ashish Kale ·
Infra
AWS Data Lost Forever After Middle East Damage
AWS has confirmed it cannot recover customer data from a damaged availability zone in the UAE and the entire Bahrain region. The damage, caused by conflict, was so severe it overwhelmed the cloud provider's multi-AZ redundancy designs.
Ashish Kale ·
Tech
A Lawsuit Could Define the Future of Prediction Markets
Fantasy sports company Underdog is suing Connecticut after the state ordered it and others, including Coinbase, to stop operating. The lawsuit escalates a fight over who can regulate prediction markets, with major implications for the emerging product category.
Taranpreet Singh ·
Infra
AWS Lambda Unlocks Long-Running Serverless Tasks
AWS Lambda functions can now run for up to 90 minutes, a sixfold increase from the previous 15-minute limit. This major update opens up serverless computing for long-running data processing, machine learning, and other intensive workloads.
Ashish Kale ·
Infra
New AWS Instances Offer a 30% Performance Boost
AWS has released new T8i instances, offering up to 30% better price-performance than older T3 instances. Powered by custom Intel chips, they are designed for common workloads like microservices and development environments, providing a low-cost option.
Ashish Kale ·
AI
AI Scanners Find Flaws Your Old Tools Miss
Large language models can find security flaws in code that traditional pattern-based scanners miss. GitLab's analysis shows the best approach is using both, with LLMs for nuanced checks and SAST for broad, fast coverage.
Neeraj Dhiman ·
Infra
Amazon's Next Linux Update May Break Your Apps
Amazon's next-generation Linux, AL2027, is now in preview with a major security change. It enforces SELinux by default, which could break existing applications, forcing developers to update their systems for compatibility and improved security.
Ashish Kale ·
Data
Why AWS Is Buying the DuckDB Database Team
AWS is acquiring DuckLabs, the company behind the popular open-source DuckDB database. The move signals tighter integration of the fast, file-based analytics tool with core AWS services, potentially changing how developers work with data in the cloud.
Taranpreet Singh ·
Infra
AWS Is Adding Two Million More Nvidia GPUs
Amazon Web Services is massively expanding its AI infrastructure, planning to add two million more Nvidia GPUs by 2028. This move signals the immense, ongoing demand for AI computing power among cloud customers.
Ashish Kale ·
AI
AWS Wants AI Agents to Automate Your Dev Work
Amazon has open-sourced Kiro Crew, a new system for managing AI coding agents. It lets developers delegate background tasks like code migrations and incident response, freeing them up for more complex work.
Neeraj Dhiman ·
Infra
Pulumi's New AI Hunts for Hidden Cloud Security Flaws
Pulumi has launched Neo Security, an AI-powered tool that acts like an agent to find complex security vulnerabilities in cloud infrastructure that traditional code scanners often miss. It aims to secure systems by analyzing the entire setup.
Ashish Kale ·
Data
AWS Acquires DuckDB and Pledges to Keep It Open
Amazon Web Services (AWS) has acquired DuckLabs, the company behind the popular open-source database DuckDB. Despite the acquisition, DuckDB's projects will remain free and open-source under the MIT license, managed by the independent DuckDB Foundation.
Taranpreet Singh ·
Infra
The Cloud Service That Started It All Turns 20
Amazon EC2, the service that launched the public cloud, just turned twenty. It started with a single server type in one location and has since become the foundation for millions of applications and businesses worldwide.
Ashish Kale ·
Data
Critical PostgreSQL Update Fixes 28 Security Flaws
The PostgreSQL team has released a critical security update for all supported versions, patching 28 vulnerabilities and over 110 bugs. This major release requires immediate attention from anyone running a PostgreSQL database to prevent potential exploits.
Taranpreet Singh ·
Infra
AWS Tool Stops AI Agents From Making Risky Moves
AWS has launched Dogwood, a new open-source tool for AI agents. It prevents them from taking individually valid actions that become dangerous in sequence, giving developers more control over agent safety and reliability.
Ashish Kale ·
Infra
Manage All Your AI Models Through Your AWS Bill
Vercel's AI Gateway is now on the AWS Marketplace, letting teams buy and manage access to hundreds of AI models directly through their AWS account. This simplifies billing and cost control for companies using multiple AI services.
Ashish Kale ·
Data
Postgres Backups Get a Major Hybrid Cloud Boost
The popular PostgreSQL backup tool pgBackRest now supports AWS S3 Outposts, making it easier to manage backups in hybrid cloud environments. The update also adds support for the upcoming PostgreSQL 19, helping teams prepare for the future.
Taranpreet Singh ·
Infra
AWS Removes a Major Lambda Code Storage Limit
AWS Lambda no longer enforces its 75 GB per-region code storage quota for functions stored in your own S3 bucket. This change helps large organizations scale their serverless applications without hitting a previously restrictive account-wide limit.
Ashish Kale ·
Infra
Build Serverless Apps That Run on Any Cloud
A new architectural approach uses Clean Architecture to make serverless applications portable. This lets developers write business logic once and deploy it across multiple clouds like AWS and Azure, avoiding expensive vendor lock-in.
Ashish Kale ·