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⚡ AI Lessons

Dev.to · Dinesh_gowtham
🧠 Large Language Models
⚡ AI Lesson
2w ago
We Replaced 70% of Our Lambda Functions with LLMIntegration — and Saved $6,000 on AWS Bills
After sinking thousands of dollars into AWS Lambda, we stumbled upon an unexpected cost saver:...

Dev.to · Dinesh_gowtham
🔧 Backend Engineering
⚡ AI Lesson
3w ago
We Deleted 300 Lines of Code After Discovering Node.js 22's Hidden Perf Feature
Node.js 22's built-in diagnostics channel is being criminally underused. This week, our team stumbled...

Dev.to · Dinesh_gowtham
☁️ DevOps & Cloud
⚡ AI Lesson
4w ago
Step Functions Broke Our Lambda Cold Starts — But Fixed Our EventBridge Delays
We migrated 15 Lambdas to Step Functions to solve cold starts, but what we gained in warmness, we...

Dev.to · Dinesh_gowtham
☁️ DevOps & Cloud
⚡ AI Lesson
1mo ago
IAM Access Analyzer Lied to Us: The $1,000/Month Overprovisioning Mistake
A month ago, we thought we'd solved our access control issues with IAM Access Analyzer. But a closer...

Dev.to · Dinesh_gowtham
⚡ AI Lesson
1mo ago
ElastiCache Is Not a Silver Bullet: How We Fixed Node.js 22 Performance Issues with Undici and AsyncLocalStorage
We thought ElastiCache was the answer to our Node.js 22 performance woes, but it only masked the...

Dev.to · Dinesh_gowtham
⚡ AI Lesson
1mo ago
We Replaced Jest With node:test in 12 Services — Here's What Broke and What Didn't
After months of using Jest for unit testing, we decided to take the plunge and migrate to the...

Dev.to · Dinesh_gowtham
🔐 Cybersecurity
⚡ AI Lesson
1mo ago
The Confused Deputy Problem in AWS: Why Your Cross-Account Lambda Might Be Exploitable
We thought our cross-account Lambda setup was secure, but a single misconfigured IAM role put our...

Dev.to · Dinesh_gowtham
⚡ AI Lesson
1mo ago
We Spent 3 Months Mastering CDK TypeScript Generics — Here's the One Thing That Broke
AWS CDK is a powerful tool, but mastering its TypeScript generics can be a nightmare. We spent months...

Dev.to · Dinesh_gowtham
📣 Digital Marketing & Growth
⚡ AI Lesson
1mo ago
Why IAM Roles for AWS Lambda Are Overkill: A Simpler Alternative Using IAM Policies
As AWS Lambda adoption grows, so does the complexity of managing IAM roles. But what if you could...

Dev.to · Dinesh_gowtham
⚡ AI Lesson
1mo ago
typescript 55 satisfies changed our aws sdk v3commands
We refactored 200 lines of AWS SDK v3 command type casting to a single line using TypeScript...

Dev.to · Dinesh_gowtham
☁️ DevOps & Cloud
⚡ AI Lesson
2mo ago
cdktypescriptmigrationsilos
Our team spent 3 months migrating 27 CDK projects to TypeScript 5.5, only to discover a hidden issue...

Dev.to · Dinesh_gowtham
⚡ AI Lesson
2mo ago
We Replaced Jest with Node's Built-in Test Runner in 12 Services — The 3 Lines of Code That Made It Possible
As we continued to scale our serverless architecture on AWS, our test suite had become a bottleneck....

Dev.to · Dinesh_gowtham
📊 Data Analytics & Business Intelligence
⚡ AI Lesson
2mo ago
Athena Queries Broke the Bank: How We Saved $1200 by Fixing 3 Simple Mistakes
The Surprising Cost of Athena Queries We started by investigating our Athena queries,...

Dev.to · Dinesh_gowtham
⚡ AI Lesson
2mo ago
The Dirty Truth About npm Package Versions: How We Broke Our Lambda Deployment
We spent 48 hours debugging a Lambda deployment issue only to find the culprit was an outdated npm...

Dev.to · Dinesh_gowtham
📣 Digital Marketing & Growth
⚡ AI Lesson
2mo ago
SQS Partial Batch Failure: The Default That Silently Drops Your Messages
We were losing critical messages in our SQS workflow without realizing it, until we dug into the SQS...

Dev.to · Dinesh_gowtham
⚡ AI Lesson
2mo ago
We Replaced 4 Lambdas with EventBridge Pipes and Saved $1,200/month
After migrating to Node.js 22, our team discovered EventBridge Pipes, a feature that can replace...

Dev.to · Dinesh_gowtham
☁️ DevOps & Cloud
⚡ AI Lesson
2mo ago
We Replaced XRay with OpenTelemetry + CloudWatch — Here's the Migration Path
At first, we thought X-Ray was the silver bullet for distributed tracing, but the costs added up...
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