Senior Editor, Data & Tech
Ashish Kale
Ashish leads Notifire's data and tech coverage. He writes about relational and analytical databases, data platforms, streaming systems, and the broader business of technology — fundraising, M&A, hiring trends, and consumer-facing product launches. His briefings translate platform decisions into operational impact for engineering and business teams.
Areas of coverage
- Kubernetes
- Cloud platforms
- Observability
- DevOps
- Site Reliability Engineering
Recent briefings by Ashish
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.
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.
Infra
Vercel Opens Its Integration Directory to Everyone
Vercel now allows anyone to submit their own services to its Vercel Connect integration directory. This change lets developers connect more tools to their projects, speeding up workflows without waiting for official Vercel-built connectors.
Infra
Spotify Outage Highlights Fragile Digital Infrastructure
Spotify experienced a major outage affecting thousands of users, primarily on its mobile app. The incident serves as a critical reminder of the complex dependencies and potential single points of failure in modern cloud-based services.
Infra
Cloudflare Adds a Key Tool to Tame Caching
Cloudflare has added native support for the HTTP Vary header. This gives developers more control over how content is cached, helping to reduce server load and prevent inefficient cache usage known as "cache thrashing."
Infra
Adobe Tool Isolates GPU Metrics for Teams
Adobe has open-sourced a new tool that lets teams safely view their own GPU performance metrics in shared Kubernetes clusters. This solves a major security challenge by preventing teams from seeing each other's sensitive operational data.
Infra
How Atlassian Replaced Its Core Metrics Engine Live
Atlassian replaced its core metrics system, handling data from 100,000 servers, with OpenTelemetry. The high-stakes migration was done live without disrupting critical production alerts, proving the standard's maturity.
Infra
Google AI Now Helps You Code Earth Data
Google has added an AI assistant called 'Ask' to its Earth Engine platform. Powered by Gemini, it helps developers write complex geospatial code using simple text prompts, accelerating projects in climate science, agriculture, and urban planning.
Infra
Google Cloud Targets Your Slowest Data Apps
Google Cloud has launched its new Z4D machine series, designed to speed up applications that handle large amounts of data. These new virtual machines and bare-metal servers target databases, analytics, and other I/O-intensive business-critical workloads.
Infra
Meta's New Tool Cuts Database Connections 19 Times
Meta built a new gateway that reduced persistent database connections by 19 times. Called ZGateway, the stateless proxy handles over a billion operations per second, centralizing traffic routing, caching, and load balancing for its ZippyDB system.
Infra
Uber Built a Smarter Way to Scale on Kubernetes
Uber developed a new Kubernetes tool that separates scaling decisions from the actual scaling actions. This allows multiple systems to manage capacity safely, enabling regional failover without paying for constantly running idle servers.
Infra
The Java Ecosystem Just Got a Big Refresh
The Java ecosystem saw a wave of updates, including major releases for TornadoVM and Groovy, plus new versions of GraalVM, Hibernate, and Quarkus. These releases offer developers performance gains, new features, and critical stability improvements across the board.
Infra
Load a 70B AI Model in 37 Seconds
Google's new GKE Pod Snapshots can load a 70-billion-parameter AI model in just 37 seconds. The feature cuts startup latency by up to 89% by saving a model's memory state to Cloud Storage for faster reloads.
Infra
Enterprise Data Tapes Just Leaped to 40TB
Fujifilm has released new LTO-10 data tapes, offering a massive 40TB of native storage capacity. This technology provides a cost-effective solution for long-term archival and backup for large enterprises managing huge datasets.
Infra
Docker Launches Cloud Sandboxes for Secure AI Coding
Docker has launched Cloud Sandboxes, secure hosted environments for running code. The new platform aims to provide a consistent experience for developers moving workloads from their laptops to the cloud, with a special focus on AI agents.
Infra
Why Cloudflare Built Its Own CMS to Replace WordPress
Cloudflare has replaced WordPress for its main blog, migrating to a new open-source system it built in-house. The new platform, EmDash, is designed for extreme performance and can handle up to 7,000 requests per second.
Infra
AI Agents Need a Workspace, Not Just Memory
AI agents for coding often fail because they only remember conversations, not their work environment. A new approach gives them a persistent "workspace" to manage files and dependencies, letting them work just like a human developer.
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.
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.
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.