Tejal Raghavaiah

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You use AWS CDK. It’s great. It does a lot for you. Then one day something goes wrong. OK, it didn’t happen yet. But you want to be prepared for that (at least to some extent). The following information is what I have found when I was preparing. Sharing to hopefully save the reader some time.

Before we dive in, let’s just make sure we’ve got the basics covered

cdk ls lists all the stacks in the app, including the pipeline.

Example from my test project:

cdk synth $STACK_NAME >1.yaml is your friend, a debugging tool. It shows the generated CloudFormation.

cdk.out is the directory where cdk synth outputs everything that’s need for deploying (CloudFormation templates, related assets, metadata). They call it Cloud Assembly.

All assets are named based on the hash of their content so they are unique and immutable.

When you use an opinionated pipeline, you can see the following generated CodePipeline actions:

“It will take the assets listed in the manifest, prepare them as required and upload them to the locations indicated in the manifest.”

Note that cdk-assets is not making any decisions; metadata in the cdk.out directory has the information about assets, how to build/transform them and where they go.

cdk-assets can only handle two types of assets:

Sample command to see the list of assets: npx cdk-assets ls -p cdk.out/Proj1Stack.assets.json

If the files/directories don’t need any processing, they are just copied over to cdk.out during cdk synth and given a name which is a hash of the contents.

Example: Lambda function code

The processing happens during the cdk synth so that cdk.out contains already processed assets.

Example: Node.JS Lambda function code (processed by tsc (optionally) and esbuild)

cdk-assets builds a docker image and pushes it into the specified repository. The input for the build of the image is a directory in cdk.out which has the Dockerfile and related files.

After everything was built and uploaded during cdk synth and cdk-assets, the deploy uses CloudFormation template (templates?) from the cdk.out directory. At this point the assets (which the template references) are in ECR and S3.

For many SOCs, the core monitoring, detection and response technology has been security information and event management, or SIEM. SIEM monitors and aggregates alerts and telemetry from software and hardware on the network in real time, and then analyzes the data to identify potential threats. More recently, some SOCs have also adopted extended detection and response (XDR) technology, which provides more detailed telemetry and monitoring, and the ability to automate incident detection and response.

Log management. Log management – the collection and analysis of log data generated by every network event – is a subset of monitoring that's important enough to get its own paragraph. While most IT departments collect log data, it's the analysis that establishes normal or baseline activity, and reveals anomalies that indicate suspicious activity. In fact, many hackers count on the fact that companies don't always analyze log data, which can allow their viruses and malware to run undetected for weeks or even months on the victim's systems. Most SIEM solutions include log management capability.

Threat detection. The SOC team sorts the signals from the noise - the indications of actual cyberthreats and hacker exploits from the false positives - and then triages the threats by severity. Modern SIEM solutions include artificial intelligence (AI) that automates these processes 'learns' from the data to get better at spotting suspicious activity over time.

Incident response. In response to a threat or actual incident, the SOC moves to limit the damage. Actions can include:

• Root cause investigation, to determine the technical vulnerabilities that gave hackers access to the system, as well as other factors (such as bad password hygiene or poor enforcement of policies) that contributed to the incident

• Shutting down compromised endpoints or disconnecting them from the network

• Isolating compromised areas of the network or rerouting network traffic

• Pausing or stopping compromised applications or processes

• Deleting damaged or infected files

• Running antivirus or anti-malware software

• Decommissioning passwords for internal and external users.

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