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Global AI Race: Top 7 Countries Leading Full-Stack AI in 2025

How To Buy Saas

MLOps/DevOps: Tools to version, monitor, and deploy models (CI/CD for AI). This fuels a robust ecosystem of AI chips (Nvidia, AMD), cloud AI services (AWS Sagemaker, Azure AI, Google Cloud AI), and SaaS integration (Salesforce Einstein, Microsoft 365 Copilot, Adobe Firefly). Core ML Models: Algorithms and model training (e.g.

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Top Tools for Monitoring API Performance

Teamgate

By enabling smooth communication between microservices, Middleware centralizes logging and monitoring across services, allowing teams to detect and resolve issues more efficiently. James Davidson, DevOps Lead at TechFlow, shared his experience: “Uptrace has transformed how we monitor our microservices. “Middleware.io

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The $4.5B Board Meeting: Inside Snowflake’s AI Transformation and the CEO Who Bets His Company on Their Platform

SaaStr

Without an internal champion whose future is tied to yours, you’re just a vendor getting lip service. 4 Learnings on Snowflake’s Future Direction The CFO Test is Coming: As Snowflake bills become the “second largest after AWS” for many enterprises, the pressure to prove ROI intensifies dramatically.

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How do you know DevOps is working?

CloudGeometry

Lockdown and the pandemic, to paraphrase Mike Tyson , have punched us in the face with Everything-as-a-Service. In the face of this sudden acceleration of SaaS-ification, DevOps need to do more to accelerate the transition. It’s increasingly impossible to imagine a SaaS business without a firm commitment to DevOps thinking.

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10 technical strategies to avoid when scaling your startup (and 5 to embrace)

Intercom, Inc.

This post is an adaptation of a talk I recently gave at the Amazon Web Services (AWS) community day event in Dublin about the technical strategies I’ve experienced that don’t work and the ones that have helped us to grow and scale at Intercom. At Intercom, we’ve found success running Lambda as glue code between AWS services.

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How and why we spent $400K on AWS in 4 months

Baremetrics

You have to face challenging tradeoffs, the more of your team’s time you buy with hosted services, the less customization and higher cost you incur. Decide how much DevOps you want in your Development. Deciding up front how much devops you want your dev team to do is a critical step. And… It’s not fun.

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Measurement: What SaaS platform builders need to know to prepare for growth, Part 3

CloudGeometry

DevOps has largely completed the evolution of systems monitoring from the datacenter/IT worldview to what is commonly referred to as observability. State of DevOps Report, DORA Research Institute, 2019 The latest iteration of the study was launched in May 2021. As it turns out, SaaS operational platform metrics are also abundant.