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⚡ AI Lessons

Dev.to · Matt
🧠 Large Language Models
⚡ AI Lesson
3w ago
The LLM is an ALU - Lessons from a ZX Spectrum
Every time your LLM agent calls a tool and reads the result, you're paying a tax. Not in dollars — in...

Dev.to · Matt
🤖 AI Agents & Automation
⚡ AI Lesson
3w ago
How to build a solution for: How to automate customer support using AI Agents
The market for How to automate customer support using AI Agents is exploding right now. I just...

Dev.to · Matt
🚀 Entrepreneurship & Startups
⚡ AI Lesson
3w ago
How to build a solution for: Launch HN: Hoplite (YC S26) – Effortlessly deploy cloud coding agents
The market for Launch HN: Hoplite (YC S26) – Effortlessly deploy cloud coding agents is exploding...

Dev.to · Matt
💻 AI-Assisted Coding
⚡ AI Lesson
3w ago
How to build a solution for: Ask HN: How would you learn AI-assisted development from the ground up?
The market for Ask HN: How would you learn AI-assisted development from the ground up? is exploding...

Dev.to · Matt
💻 AI-Assisted Coding
⚡ AI Lesson
3w ago
How to build a solution for: Ask HN: How would you learn AI-assisted development from the ground up?
The market for Ask HN: How would you learn AI-assisted development from the ground up? is exploding...

Dev.to · Matt
🧠 Large Language Models
⚡ AI Lesson
1mo ago
Why Headroom Breaks on AWS Bedrock — and How to Fix All Four Failures
You're on AWS Bedrock because compliance won't let your data leave AWS. Your agent workflow...

Dev.to · Matt
☁️ DevOps & Cloud
⚡ AI Lesson
1mo ago
How to Put an ALB in Front of ECS Fargate
Originally published at https://fortem.dev/blog/ecs-load-balancer-guide/

Dev.to · Matt
☁️ DevOps & Cloud
⚡ AI Lesson
1mo ago
How Do You Monitor ECS Fargate Across 10+ Environments?
Originally published at https://fortem.dev/blog/ecs-fargate-monitoring/

Dev.to · Matt
☁️ DevOps & Cloud
⚡ AI Lesson
1mo ago
AWS ECS Fargate Security: What You Actually Configure (and What You Can't)
Originally published at https://fortem.dev/blog/ecs-fargate-container-security/

Dev.to · Matt
🧠 Large Language Models
⚡ AI Lesson
2mo ago
The LLM is an ALU
Why Your AI Agent Needs a guy who wrote games on a ZX Spectrum A few weeks ago I was...

Dev.to · Matt
☁️ DevOps & Cloud
⚡ AI Lesson
2mo ago
Why Do AWS Staging Environments Cost So Much?
Originally published at https://fortem.dev/blog/aws-staging-environment-cost/

Dev.to · Matt
☁️ DevOps & Cloud
⚡ AI Lesson
2mo ago
Fortem vs Humanitec: ECS Fleet Operations vs General-Purpose IDP
Humanitec is the most-marketed IDP of 2025. If you run AWS ECS Fargate and searched "humanitec...

Dev.to · Matt
☁️ DevOps & Cloud
⚡ AI Lesson
2mo ago
ECS Service Discovery: Cloud Map, Service Connect, or an Internal Load Balancer?
Originally published at https://fortem.dev/blog/ecs-service-discovery-guide/

Dev.to · Matt
☁️ DevOps & Cloud
⚡ AI Lesson
2mo ago
ArgoCD Alternatives in 2026: 5 Real Options (and One Nobody Mentions)
Originally published at https://fortem.dev/blog/argocd-alternative/

Dev.to · Matt
☁️ DevOps & Cloud
⚡ AI Lesson
2mo ago
Platform Engineering for AWS ECS Fargate Teams
Originally published at https://fortem.dev/blog/platform-engineering-ecs/

Dev.to · Matt
☁️ DevOps & Cloud
⚡ AI Lesson
2mo ago
ECS Deployment Strategies: Rolling, Blue/Green, Canary
Originally published at https://fortem.dev/blog/ecs-blue-green-deployment-guide/

Dev.to · Matt
☁️ DevOps & Cloud
⚡ AI Lesson
2mo ago
ECS Task Definitions: Every Field, Common Mistakes, Best Practices
Originally published at https://fortem.dev/blog/ecs-task-definition-guide/

Dev.to · Matt
☁️ DevOps & Cloud
⚡ AI Lesson
2mo ago
How to Control CloudWatch Logs Costs on ECS
Your AWS bill shows CloudWatch at $400 this month. You have 15 ECS services logging INFO-level with...

Dev.to · Matt
☁️ DevOps & Cloud
⚡ AI Lesson
2mo ago
How to Debug AWS Fargate Containers with ECS Exec
You moved to Fargate. No more SSH. No more docker exec. Your container is failing and you can't get...

Dev.to · Matt
☁️ DevOps & Cloud
⚡ AI Lesson
2mo ago
ECS Fargate vs ECS EC2: Which Launch Type Should You Use?
Fargate vs EC2 — same ECS orchestrator, two ways to run your containers. The choice is simpler than...

Dev.to · Matt
☁️ DevOps & Cloud
⚡ AI Lesson
2mo ago
ECS vs EKS: Which AWS Container Service Should You Use?
ECS vs EKS — two ways to run containers on AWS. One charges $0 for the control plane. One charges...

Dev.to · Matt
☁️ DevOps & Cloud
⚡ AI Lesson
2mo ago
Do You Need an Internal Developer Platform for AWS ECS?
Originally published at https://fortem.dev/blog/internal-developer-platform-ecs/

Dev.to · Matt
📅 Project Management
⚡ AI Lesson
3mo ago
5 million planning poker votes later: the most common card is 3 🃏
You know the moment. Everyone's picked a card, the host hits reveal, and you find out whether your...

Dev.to · Matt
📋 Product Management
⚡ AI Lesson
3mo ago
I gave Claude six months of our retros. It found three things I'd missed.
There's a thing PMs do that nobody puts on a job description. Every couple of weeks, after a retro,...
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