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Problem 26: Can Computers Understand Human Language?

Problem 26: Can Computers Understand Human Language?

Foundation Models

Problem 27: Can AI Do the Work end-to-end ?

Problem 27: Can AI Do the Work end-to-end ?

Rise of AI Agents

Problem 11: How Do We Process Endless Data?

Problem 11: How Do We Process Endless Data?

Real-Time Streaming

Problem 12: Why Build the Same Infrastructure Again?

Problem 12: Why Build the Same Infrastructure Again?

Infrastructure as Code

Problem 13: How Do We Know Something Is Wrong?

Problem 13: How Do We Know Something Is Wrong?

Monitoring & Observability

Why Cloud Computing Exists ?

Why Cloud Computing Exists ?

Problems Before Products

Problem 7: Are Files Enough for Business?

Problem 7: Are Files Enough for Business?

Business Needs Structure

Problem 10: Why Send the Same Message Again and Again?

Problem 10: Why Send the Same Message Again and Again?

Event Notifications

Problem 23: How Do We Query Massive Data?

Problem 23: How Do We Query Massive Data?

Query Data Lakes

Problem 25: How Do We Train AI at Scale?

Problem 25: How Do We Train AI at Scale?

Managed AI Platforms

Problem 22: How Do We Analyze Massive Data?

Problem 22: How Do We Analyze Massive Data?

Data Lake

Problem 3: Shared Object Storage

Problem 3: Shared Object Storage

One Copy, Everyone

Problem 4: Who Should Handle the Next User?

Problem 4: Who Should Handle the Next User?

Right User, Right Server

Problem 5: what if demand for machines increases?

Problem 5: what if demand for machines increases?

Grow Without Waiting

Problem 2 : Computer is temporary but, Data is permanent

Problem 2 : Computer is temporary but, Data is permanent

Temporary Computer , Permanent Data

Engineering Problem 1: Renting a Computer

Engineering Problem 1: Renting a Computer

On Demand Computing Solved

Problem 21: Where Should We Keep Our Secrets?

Problem 21: Where Should We Keep Our Secrets?

Secrets Management

Every Cloud Service Begins With a Problem

Every Cloud Service Begins With a Problem

Pain, Problems, Solutions

1 0 0

Problem 6: Do We Really Need a Server?

Problem 6: Do We Really Need a Server?

Code Without Servers

Problem 8: Must We Ask the Database Every Time?

Problem 8: Must We Ask the Database Every Time?

In-Memory Caching

Problem 9: How Do Independent Services Talk?

Problem 9: How Do Independent Services Talk?

Message Queues

Problem 24: Can Data Predict the Future?

Problem 24: Can Data Predict the Future?

Machine Learning

Problem 20: How Do Services Complete One Workflow?

Problem 20: How Do Services Complete One Workflow?

Workflow Orchestration

Problem 14: Who Gets Access to What?

Problem 14: Who Gets Access to What?

Identity & Permissions