apidays LIVE Helsinki & North - Serverless Bots in a Blink by Rachel White, Datadog

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apidays LIVE Helsinki & North 2021 - APIs, Platforms, And Ecosystems - Transforming Industries And Experiences March 15 & 16, 2021 Serverless Bots in a Blink Rachel White, Technical Evangelist at Datadog

Technology

Intro
– Rachel White
– Technical Evangelist @ Datadog
– @ohhoe on twitter if you have any additional questions

Overview
– Traditional vs Serverless Applications
– Twitter Bots
– Generative Art
– Serverless (AWS Lambda)
– Monitoring a Serverless Application

Traditional Architecture
– LAMP, MAMP, MEAN, JAM
– 100% Uptime
– Full Control over Software Versioning
– Usually Monoliths

Microservice Architecture
– Can run across multiple stacks
– Separate Deploys
– Modular

Serverless
– Cloud provider executes code
– Don’t have to think about servers at all
– Pay only for what you use
– Easier to adapt to demand at scale

AWS Lambda
– Zero Administration
– Automatically allocates compute execution power
– Set code to automatically trigger
– Write in your favorite programming language

How do you debug a server that doesn’t exist?
🤔

How do you debug a server that doesn’t exist…
in this?

Serverless Platform Speciﬁc Constraints
Allocated Memory Usage
Cold Starts
API Gateways as Intermediaries
Commonly Called via Queues

3 Step Conﬁguration for Serverless Full Visibility
1. Enable AWS
Integration
2. Add the Forwarder
3. Instrument Your Language

Traces, Logs and Metrics Across Infra Platforms

Serverless Framework
– Open Source CLI
– Write once, Deploy many
– Quick AWS integration
– serverless.com

AWS
– Lambda function
– S3 bucket
– Cloudﬂare cron trigger

Datadog
– AWS integration
– Lambda Forwarder
– AWS X-Ray for distributed application tracing

Node.js Application
– Create base64 dataURI image
– Different every time
– Pulls color info from colourlovers
– AWS-SDK
– Twit - API client for Node

Twitter Bots
– Used to be very popular pre-closed API time
– Image Based
– Markov Chain / ML text gen

Soft Landscapes
twitter.com/softlandscapes

Bracket Meme Bot
@BracketMemeBot - http://tinysubversions.com/notes/bracket-meme-bot/

Twitter Bots
– http://www.tracery.io
– https://cheapbotsdonequick.com
– https://github.com/dariusk/corpora
– https://botwiki.org/

Initial Conﬁg
serverless create --template aws-nodejs

Bot Time
•https://github.com/rachelnicole/colorglimpse

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