From Ground to Cloud (@thecloudfleet)

10,000 requests in one minute? 🚨 Episode 1: We’re testing AWS Lambda + API Gateway. Can this stack survive it? No warmups. No retries. No second chances. Just raw traffic. 10,000 invocations. One minute. Will it scale… or will it break? #AWS #Lambda #APIGateway #Serverless #ArchitectureTesting…

Do not use AWS Organizations! It’s just extra work. Why would you want secure, isolated environments anyway? Why bother separating dev, staging, and prod into their own accounts when you can keep everything messy in one place? Just give your developers access to everything, hope for the best, and…

Something’s about to break… We are excited to share that we are launching a new series called “Will It Scale or Break?” Where we take simple to complex AWS cloud architectures, throw massive traffic at them, and ask one question: Can it handle the heat… or will it explode? So we can find out…

Want to build AI microagents? Here some tips 👇 4 technologies to simplify communication: 1. RPC (Remote Procedure Calls) Call methods on another agent as if they were local. 2. REST Widely adopted and simple—uses HTTP methods like GET and POST. 3. GraphQL Fetch exactly the data you need in a…

Choosing the right communication technology for your microagents? Keep these 4 principles in mind: 1. Enable Easy Updates: Choose tech that allows changes without breaking existing functionality. Growth needs flexibility. 2. Keep Interfaces Clear: Use well-documented schemas or APIs that are…

Request-Response vs. Event-Driven for Microagents Choosing the right communication style for microagents is key. Here are two popular approaches: Request-Response Simple, often synchronous, and great for direct interactions needing immediate feedback. Commonly implemented using REST or gRPC…

3 Steps to Model AI Microagent Architecture 🪜 1. Define Responsibilities ⛑️ 2. Define Boundaries 🛑 3. Define Components 🔬 #AIMicroagents #SoftwareArchitecture #TechInnovation #AI #SystemDesign

A simple architecture formula Constantine’s Law -> strong cohesion + low coupling = stable systems. 🏗️ Low Coupling - Divided we stand, together we fall High Cohesion - The code that changes together stays together. #Microagents #SoftwareArchitecture #AIMicroagents #FromGroundToCloud

You’re Not Ready for Agentic Architecture If You Don’t Know These DDD Principles Managing software complexity is tough. DDD aligns architecture with business logic—and microagents can do the same. 🔹 Bounded Contexts: Microagents define clear task boundaries. 🔹 Strategic Design: They specify…

AI projects will fail to scale without an architecture that can keep up. Here’s how micro-agent architecture can help: • Defined Boundaries: Independent, task-focused units streamline processes. • Isolated Updates: Update one agent without impacting others, reducing downtime. • Seamless…

Don’t overcomplicate. Incrementally build your microagents. We are now preparing for a deeper dive into AI micro-agent architecture. Since we will be deploying micro-agents to gain practical experience with the architecture, let’s outline how to build our agents: • Start with prompts—quick proof…

Is there an AI bubble? Does it even matter? For dev teams, here’s what to focus on instead: - Change is inevitable, bubble or not. - Prioritize adaptability to keep moving forward. - AI will accelerate shifts in the software industry. - Build architectures that can keep up.

Are AI Microagents Worth the Complexity? - Micro-agents require protocols, networking, and orchestration, similar to microservices. - New frameworks may soon ease this complexity. - Value depends on your app’s goals and scalability needs. - Promising for complex systems but has an intensive setup…

Inside an AI-Driven Hospital: How Micro-Agents Could Improve Patient Care - Each micro-agent tracks a specific vital sign in real time. - A coordinator agent consolidates data, instantly alerting staff to changes. - Streamlined monitoring improves response time and patient outcomes. #ai…

What Inspired Me to Dive into AI Micro-Agents #ai #softwarearchitecture

How I Leverage ChatGPT as a Software Architect #ai #chatgpt #softwarearchitecture #softwaredevelopment

Will AI replace developers? #ai #developer #chatgpt #cursor #claude

How I Avoided Another Late-Night Server Crash #CICD #CloudSolutions #AWS #CloudInfrastructure #FromGroundToCloud

Behind the Stream: How Facebook, YouTube, Netflix, and Others Make It Work #Streaming #CDN #TechBehindTheScenes #TheCloudFleet #FromGroundToCloud

Don’t Let Downtime Keep You Up: 4 Strategies to Protect Your System #disasterrecovery #cloudinfrastructure #softwarearchitecture

AI is Here and Changing the Way We Work, Live, and Think #ai

Struggling to decide between SQL and NoSQL? Here is a simplified decision-making process and choose the right database for your project’s needs and scalability. #softwarearchitecture #aws #database

Avoid These 5 Recipes for Disaster When Going to Production - Part 3 #aws #cloudsolutions

Avoid These 5 Recipes for Disaster When Going to Production - Part 2 #aws #cloudsolutions

Avoid These 5 Recipes for Disaster When Going to Production - Part 1 #aws #cloudsolutions

How I Messed Up File Uploads and Wasted Resources—Don’t Make This Mistake #aws #softwarearchitecture #cloudsolutions

The Right Way to Guide Software Architecture Decisions #fromgroundtocloud #softwarearchitecture #cloudsolutions