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Lambda Articles

47 articles

Lambda Idempotency: Prevent Duplicate Processing

Lambda functions, by design, are meant to be executed at least once, which means you can't just assume your function will run exactly one time.

3 min read

Lambda Invoke: Async vs Sync Invocation Patterns

Lambda Invoke: Async vs Sync Invocation Patterns — practical guide covering lambda setup, configuration, and troubleshooting with real-world examples.

2 min read

Lambda Java 21: Upgrade from Java 11 Runtime

The Java 11 to Java 21 runtime upgrade for AWS Lambda isn't just about a newer JVM; it's a fundamental shift in how Lambda manages and executes your Jav.

3 min read

Lambda + Kinesis: Process Stream Records in Batches

Lambda + Kinesis: Process Stream Records in Batches — practical guide covering lambda setup, configuration, and troubleshooting with real-world examples.

3 min read

Lambda Layers: Share Dependencies Across Functions

Lambda Layers let you package dependencies separately from your function code, making your deployment packages smaller and your code easier to manage.

2 min read

Lambda Local Testing: SAM and Docker Workflows

SAM and Docker can be a powerful combination for local Lambda testing, but getting them to play nice can feel like a dark art.

3 min read

Lambda Payload Limits: Handle 6MB and 256KB Constraints

Lambda Payload Limits: Handle 6MB and 256KB Constraints — practical guide covering lambda setup, configuration, and troubleshooting with real-world exam...

6 min read

Lambda Multi-Value Headers: Return Multiple Header Values

Lambda functions can return multiple values for the same HTTP header. Let's say you're building an API gateway endpoint that needs to set a Set-Cookie h.

2 min read

Lambda Node.js Bundling: Minimize Package Size with esbuild

Lambda Node.js Bundling: Minimize Package Size with esbuild — Lambda functions using Node.js often balloon in size, making cold starts slow and deployme...

2 min read

Lambda Power Tuning: Find Optimal Memory Configuration

Lambda functions don't just run code; they run it inside a specific amount of memory, and that memory allocation is the single most important lever for .

3 min read

Lambda Provisioned Concurrency: Eliminate Cold Starts

Provisioned Concurrency for AWS Lambda isn't just about eliminating cold starts; it's a mechanism to guarantee a predictable execution environment, even.

3 min read

Lambda Python Packaging: Bundle Dependencies Correctly

Lambda Python Packaging: Bundle Dependencies Correctly — practical guide covering lambda setup, configuration, and troubleshooting with real-world examp...

1 min read

Fix Lambda Recursive Invocation Loop Errors

Your Lambda function is calling itself, and the system is trying to prevent infinite billing. Here are the common culprits and how to fix them:

6 min read

Lambda Reserved Concurrency: Throttle Function Invocations

Lambda reserved concurrency is a feature that lets you guarantee a certain number of execution environments for a specific Lambda function.

5 min read

Lambda Response Streaming: Stream Large Responses

Lambda Response Streaming lets you send back large payloads from your Lambda functions without hitting the 6MB API Gateway payload limit.

2 min read

Lambda Runtime Migration: Upgrade Deprecated Runtimes

You're migrating a Lambda function and hit a wall because the runtime you're using is deprecated. This means the underlying operating system and languag.

3 min read

Lambda S3 Trigger: Process Uploads Automatically

Lambda functions can react to S3 object creation events, allowing you to process files as soon as they're uploaded without constant polling.

3 min read

Lambda Secret Rotation: Rotate RDS Passwords Automatically

Lambda secret rotation on RDS passwords is surprisingly complex because the AWS Secrets Manager system itself is designed to be a secure vault, not a dy.

3 min read

Lambda SnapStart: Reduce Java Cold Starts to Milliseconds

Lambda SnapStart can make your Java functions start up in milliseconds, but it's not a magic bullet that just works out of the box.

3 min read

Lambda + Step Functions: Orchestrate Complex Workflows

Lambda and Step Functions are a killer combo for building robust, serverless workflows, but most people think of them as just "calling one Lambda after .

2 min read

Lambda Versions and Aliases: Manage Deployment Lifecycle

Lambda versions and aliases are how you manage different states of your Lambda functions over time, letting you deploy, test, and roll back code safely.

3 min read

Lambda VPC: Configure Private Access Without Cold Start Penalty

Your Lambda functions, when placed inside a VPC, suddenly can't talk to the outside world directly. This problem is about giving them that access back, .

4 min read

Lambda Warm-Up: Keep Functions Hot with CloudWatch Events

Lambda functions can become sluggish for the first request after a period of inactivity because the underlying execution environment needs to be initial.

3 min read

Lambda X-Ray Tracing: Debug Distributed Invocations

AWS X-Ray lets you trace requests as they travel through your distributed applications, giving you a visual map of your system's performance and pinpoin.

3 min read

Lambda + API Gateway: Build Serverless REST APIs

A serverless REST API built with AWS Lambda and API Gateway doesn't actually eliminate servers; it just moves the burden of managing them to AWS, allowi.

3 min read

Lambda ARM vs x86: Graviton2 Performance Compared

AWS Lambda functions running on ARM Graviton2 processors can offer significantly better performance and cost-efficiency compared to their x86 counterpar.

3 min read

Lambda Blue-Green Deployments: Zero-Downtime Releases

Lambda blue-green deployments allow you to release new versions of your Lambda functions with zero downtime by running the old and new versions concurre.

3 min read

Lambda Canary Deploys: Route Traffic with Aliases

Lambda aliases are the secret sauce behind canary deployments, allowing you to gradually shift production traffic from one version of your Lambda functi.

2 min read

Lambda Circuit Breaker: Handle Downstream Failures

A Lambda circuit breaker doesn't actually break anything; it's a pattern of gracefully degrading service when a dependency fails, preventing a cascading.

6 min read

Lambda CloudWatch Insights: Query Logs at Scale

CloudWatch Logs Insights lets you query your logs interactively, but its real power is unleashed when you need to sift through terabytes of data generat.

3 min read

Lambda Cold Starts: Cut Initialization Time to Under 100ms

Lambda cold starts are often a performance bottleneck, but you can shrink them to under 100ms by optimizing your function's initialization phase.

2 min read

Lambda Concurrency: Reserved vs Provisioned Limits

Lambda's concurrency limits aren't just about how many functions can run at once; they're a surprisingly nuanced dance between immediate availability an.

2 min read

Lambda Container Images: Deploy Up to 10GB Functions

Lambda container images let you package your function code and dependencies as a container image, allowing for much larger deployment packages.

2 min read

Lambda Cost Calculator: Understand Invocation Pricing

Lambda's pricing isn't just about how many times your function runs; it's about how much time and memory you allocate for those runs, and it’s billed in.

2 min read

Lambda Custom Runtime: Build Your Own Bootstrap

A Lambda custom runtime allows you to run code written in any language on AWS Lambda, bypassing the need to use a pre-built runtime provided by AWS.

5 min read

Lambda Dead Letter Queue: Capture Failed Invocations

A Lambda Dead Letter Queue DLQ doesn't actually capture failed invocations; it's a destination for events that Lambda failed to deliver to their intende.

3 min read

Lambda Destinations: Route Success and Failure Outputs

Lambda Destinations let you route your function's output to other AWS services, making it a powerful tool for building event-driven architectures.

3 min read

Lambda + DynamoDB Streams: React to Table Changes

DynamoDB Streams are a way to capture every change to your DynamoDB table and send those changes as a sequence of events to a stream.

3 min read

Lambda Secrets: Inject Config Without Hardcoding

Lambda functions often need sensitive configuration data, like API keys or database credentials. The conventional wisdom is to inject these as environme.

3 min read

Lambda /tmp Storage: Expand Ephemeral Storage to 10GB

Lambda functions are getting a storage upgrade, and it's not just about more space. Here's a Lambda function running with 10GB of /tmp storage, writing .

3 min read

Lambda SQS Event Source: Process Queues Automatically

Lambda functions can poll an SQS queue and process messages automatically, but only if you configure the event source mapping correctly.

3 min read

Lambda Extensions: Add Datadog Monitoring Sidecar

Lambda Extensions are a way to inject custom code into your Lambda function's execution environment. They run alongside your function, can be invoked be.

2 min read

Lambda Fan-Out: Parallel Processing with SNS and SQS

Lambda functions are often used for event-driven architectures, but sometimes a single event needs to trigger multiple Lambda functions.

3 min read

Lambda Function URLs: Expose Functions Without API Gateway

Lambda Function URLs are a surprisingly simple way to expose your Lambda functions directly over HTTP without the overhead and complexity of API Gateway.

3 min read

Lambda URL vs API Gateway: When to Use Which

Lambda URL vs API Gateway: When to Use Which — practical guide covering lambda setup, configuration, and troubleshooting with real-world examples.

3 min read

Lambda Go Performance: Benchmark vs Python and Node.js

Lambda Go Performance: Benchmark vs Python and Node.js — Go's Lambda functions often outperform Python and Node.js due to a combination of lower cold st...

2 min read

Lambda IAM Roles: Least-Privilege Execution Permissions

Lambda functions can't do anything without explicit permission. That's the core of least privilege for IAM roles, and it's a surprisingly powerful conce.

3 min read
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