Kenny Bastani
@kennybastani
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6,934
Following
993
Media
2,864
Statuses
26,184
Researcher, Engineer, Architect, Author. Focusing on building solutions that improve human-AI collaboration.
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Joined May 2009
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It's hard to write anything other than thank you right now. I appreciate all of you. I'm feeling much better.
Hugs. 💜🙏
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Visualization of a serverless event-driven architecture
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Freedom of speech is a path for the public to balance its fear and confidence. When society suffers an imbalance between these two emotions, confidence becomes a tyrant and fear becomes its people.
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People who can solve a tough technical problem by connecting the right two people together is one of the most valuable and under appreciated skills in tech.
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I'm super stoked about how awesome the new
@docker
compose "stack deploy" feature is. I can finally deploy a distributed system to any k8 cluster using one 👏 simple 👏 YAML 👏 file!
$ docker stack up k8-app --compose-file $(pwd)/docker-compose.yml
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“It should always be the responsibility of those that have the power to influence the emotions of others, to handle the influenced with care, and above all else, to do no harm.” – Me, probably
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Today is my last day at
@Pivotal
. I'll be spending the next few months figuring out what's next for me. It's been a sincere honor and pleasure getting to learn and meet with so many smart people over the years. Thank you for the support!
67
6
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I've been busy working up a end-to-end example of the modern
@springcentral
reactive services architecture. Includes end-to-end reactive using the latest and greatest (
@r2dbc
@ProjectReactor
) and a tutorial on deploying to k8.
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Christmas is a time for celebrating the child of wisdom coming into the world.
4
11
204
I got so excited about how easy
@docker
stacks makes it to deploy distributed systems to k8, I decided to create a social network example and tutorial that uses
@springboot
,
@neo4j
, and
@apachekafka
. Enjoy!
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I am pleased and honored to announce that I am joining
@VaughnVernon
and the
@kalele_io
family+team working on
@vlingo_io
.
I'm excited to continue my work with developers/operators/architects around the world. More details soon!
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True facts. 6 months ago, to today. No filters. Stay healthy.
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The darkness isolates us by giving us the idea that the world is loveless and full of monsters.
The light within us is the opposite force, and it is the best of humanity.
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Reactive + event sourcing + CQRS + microservices is foolish for ~90% of teams and companies without deep expertise.
The surface of things that can and will go wrong + the added MTTR for async systems will require only the most disciplined engineers to be successful.
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@WowTerrifying
Dolphins in the Everglades hunt together in a very unique way by corralling fish using rings of mud.
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It’s hard to see history happening in real-time. Today was one of the most historic days in the entirety of humankind.
Have no doubt, that our minds have been slowly poisoned over the last decade. Today we were saved.
There may be no parade, but eternity will remember.
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Microservices done wrong is just SOA with 10x more services to help you pull all your hair out.
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Protecting the light is so often done in darkness that it is easy to forget that you are the light.
0
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I recently resurrected an article I drafted a few years back. Thanks to my friends at
@pivotal
it's now been polished and published!
"Microservices are not the destination"
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Can’t believe what I’m seeing right now...
@scottpenberthy
basically giving a TED talk on
@google
’s state of the art research on artificial intelligence.
The shift from kittens to enterprise is happening now.
#GoogleNext18
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122
The most brilliant people I‘ve met tend to hide in plain sight.
You’ll find them regularly rejecting the status quo. And they objectively know their self-worth.
Befriend them. Share in their struggles. Learn from their strength and passion.
Most importantly: listen to them.
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120
Our fears for the future are only nightmares. What we truly are capable of is beyond these dreams of ruin. They are cautionary tales. They tell us what could be.
We will overcome the nightmare, as we always have.
0
10
115
Today
@cloudnativejava
went to print. 600+ pages of everything
@springboot
and
@cloudfoundry
. If you see
@starbuxman
, give him a high five!
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Pretty sure my future will be dedicated to making amusement parks more awesome using software.
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Monolith = Devs share 1 bathroom and ops clean.
Microservices = Devs build their own bathroom and DBAs clean.
Serverless = No bathrooms. Devs must use Uber to order a Porta Potty.
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A few years ago I thought, why is
@micronautfw
doing things from scratch?
Today I'm sitting here with the evidence that they're at least 2-4 years ahead of any competition. All because they understood the hardest problems better than anyone and remained focused.
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My first
@springcloud
example reached 1,000 stars today. Feeling thankful for each and every GitHub star the project was worth for others
4
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110
I recently moved over to a global CTO role at
@pivotal
. There’s such a talented concentration of platform architects in our field who I am so lucky to learn from.
A short list worth following:
@benbravo73
@cws322
@ciberkleid
@gtantachuco
@patrickcrocker
@odedia
@asaikali
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Happy, healthy, and heading off to Europe for a month for 3 DDD trainings with
@VaughnVernon
+ the
@kalele_io
team. 🙂
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Service mesh is a cool idea, but with
@springcloud
, I don't need it. I want a proxy that supports
@ProjectReactor
for async non-blocking streams that scream.
Helm is my sidecar.
Try it yourself on any k8 cluster using a Helm chart. No config needed!
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Competition is good for all markets. That’s how you know whether or not you need to innovate to survive.
@springboot
has gone mostly unchallenged for years. Now
@micronautfw
and
@QuarkusIO
have arrived.
This is good for the entire Java ecosystem. Rejoice.
0
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Big thanks to the entire
@springcentral
engineering team who continue to make
@springboot
the best thing to happen to 2016!
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Now you can deploy and measure an end-to-end reactive microservices example with
@springboot
and
@HelmPack
on any
@kubernetesio
cluster. See how reactive scales with these two new
@grafana
dashboards! ✨🍃
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Saw this strange error message when I booted into Windows today
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I haven't been this excited about cloud-native software architecture in a long time.
@Debezium
CDC and
@ApachePinot
are the missing pieces for building better event-driven microservices.
So happy to see this come together.
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Introducing Axon Trader, a brand new reference architecture from the event-driven community at
@pivotal
with contributors from
@axon_iq
and others.
#SpringOne
@springcentral
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Building Microservices with
@SpringCloudOSS
and
@Docker
http://t.co/zIefOLbCnJ
#microservices
#docker
http://t.co/bUDf05uvcs
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There are three nebulous layers of cloud-native application development. The domain, application, and infrastructure.
Developer productivity depends on frameworks or platforms hiding implementation details at the boundary of each layer.
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It was a truly inspiring week with
@VaughnVernon
in AZ. It’s been years since I’ve felt this excited about open source software. 😊
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@OfficialLoganK
Voice-to-voice communication using the Whisper API, ChatGPT, and Amazon Polly. 🎉🕺🏼
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What's the difference between a distributed transaction and a reactive application dual-write with
@springboot
? How do you guarantee an atomic write to two different systems of record using eventual consistency? Find the answer here:
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If you're building a product that aims to help an underrepresented minority and are looking for guidance on software architecture, please get in touch and I will provide my support free of charge.
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New blog post! Performing sentiment analysis on Twitter data using
@Neo4j
graph algorithms and
@GoogleCloud
NLP.
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It's alive! Observing aggregates collaborate asynchronously across multiple microservices using CQRS/ES on
@SpringCloud
Stream
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From Fragile to Antifragile — Excellent article about building antifragile systems, with a shout out to
@russmiles
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Left:
@springboot
with Apache Tomcat and Spring MVC
Right: A non-blocking client-server framework based on actors called vlingo/http from
@vlingo_io
It's amazing what a small team of smart contributors can do when no one else is looking.
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Cloud native applications:
* You build it, you run it
* One team, one deployment
* Scales horizontally
* Implementation details are hidden from consumers
* Uses constraints to reduce undifferentiated heavy lifting
* Containerized and portable
* Small and frequent deploys
What does cloud-native Java mean to you?
Does it mean packaging Java applications as images/
#containers
and running in the cloud? Running them as
#microservices
? Running Java apps in the cloud? Accessing services in the cloud? Any of the above? Something else?
#cloudnative
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A legacy system is kind of like inheriting a castle that you turn into a museum so that you can afford renting a shack in San Francisco
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Building Microservices with Polyglot Persistence Using
@SpringCloudOSS
and
@Docker
http://t.co/iTMYbN9Npe
#Neo4j
http://t.co/6TPynP5CJY
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Curry’s Law:
If you build your own containers, you must also patch your own containers.
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I felt a great disturbance in the cloud, as if millions of microservices suddenly cried out in terror, and were suddenly serverless.
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Hanging out with my mom in the Everglades on the annual celebration of my day of birth. 🐊☀️
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My mom got bored and taught herself blockchain. She said it took her months to learn something she explained to me in a few minutes.
I said "Mom... it took me years of programming to learn what you taught yourself in only a few months."
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Helping others through things you enjoy doing is probably the essence of happiness itself.
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Photography is 99% luck. This one is unfiltered and unedited. It’s the best photo I’ve ever taken.
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I realized today why there are so many JavaScript frameworks. The fastest way to become an expert at a JavaScript framework is to create a new one.
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Confused about
@cloudfoundry
container runtime and application runtime? Each runtime uses containers.
Container runtime gives fine-grained
@kubernetesio
control.
App runtime makes the container invisible.
#CFSummit
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Single responsibility principle applied to DDD and Conway's Law via
@VaughnVernon
:
- A team can own one or more bounded contexts
- Teams do not share a single bounded context
- A team can own one or more deployments
- Teams do not share a single deployment
1
27
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Voice-to-voice (V2V)
@OpenAI
ChatGPT is a total game changer. With neural voice from Amazon Polly sped up to 1.2x, you're off to the races. Here's an audio of one response. More to come.
6
19
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An awe-inspiring 30 minute crash course on messaging-based microservices using
@SpringCloud
Stream from
@starbuxman
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I've created a simple programming model for handling complex event-driven workflows in microservices using
@micronautfw
and
@vlingo_io
. Blog post is coming... Example is here: 🙂
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75
It can’t be understated:
Aesthetically pleasing diagrams can make 10 engineers on 10 different teams 10x more productive with 10x less confusion.
4
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Sad to see I'm no longer on the website. I've done so much and pushed myself to be my own two pizza team for 4 years. Millions of views to my repositories and over 7k stars and 4k forks. Without many thanks or respect from colleagues.
Farewell Spring.
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4
75
After about a day of work, I've built out a customized dashboard with aggregated metrics to help me scale test my k8 cluster using
@grafana
,
@micrometerio
, and the
@springcentral
stack. What a time to be alive.
0
17
69
This heatmap shows simulated driver deliveries clustered by location in SF. There are over 100k data points streaming from
@debezium
MySQL to
@ApachePinot
.
It's amazing to think that I have no
@apachekafka
dependency in my application runtime. CDC is super powerful!
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19
70
I used graph algorithms and sentiment analysis to infer and predict the "emotional feels 🤷♂️" for 20,000+ phrases & mentions in my Twitter network.
Blue/green phrases: 🙂
Yellow phrases: 😶
Orange/red phrases: ☹️
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8
70
As a user, I want a
@starbuxman
bobble head that does a little dance every time I push a
@springboot
app to production using
@cloudfoundry
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11
70
Same-day order delivery applications are made simpler and better when using
@debezium
CDC and
@apachepinot
for OLTP to OLAP replication. Check out the reference architecture and example application.
Blog post coming soon! 👇⚡️
1
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The fundamental principle of building software:
- We don't know what we're doing
- They don't know what they want
@russmiles
#gotochgo
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Yearly reminder that during the height of the pandemic I became hire
#5
at a stealth startup that is now worth close to a billion dollars and has recruited some of the most talented people in the world.
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63
Thanks to
@pczarkowski
, you can now deploy a distributed social network example to any
@kubernetesio
cluster using Helm.
The chart deploys an HA cluster of
@apachekafka
,
@PrometheusIO
, and uses
@ProjectReactor
for high-performance event sourcing!
0
26
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Finished an example of consumer-driven contract testing with microservices using
@SpringCloudOSS
contract. Awesome stuff from
@springcentral
2
27
67
If you're looking to learn how to implement
@r2dbc
reactive repositories, but are missing the schema generation features that come with Spring Data JPA, I've created a
@liquibase
data source example to help you get started. 🤙
1
27
68
I finally created a diagramming tool. This is a custom
@micronaut
management endpoint for
@vlingo_io
's new state machine processor.
I'm planning on adding in distributed tracing so that each state change shows its dependency on other services.
4
17
68
I was fortunate enough to meet
@kelseyhightower
for the first time last night. Wise, humble, grounded, thoughtful, brave, and brilliant.
But most of all... he is just Kelsey.
1
2
67
I got a sneak peak of
@sunnyd_j
's TDD talk at
#springio17
and she gave me this awesome
@springboot
cheat sheet for test annotations ✨
3
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66
Here is the source code for my talk on event-driven microservices today at
@spring_io
#springio17
2
26
67
Threw together a nifty
@SpringBoot
dashboard for monitoring data consistency in microservices that use event sourcing and CQRS
2
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65
You can have a lot of money. You can be a money printing company. But, being great at software is more than just spending money.
Great software is built by teams that trust, innovate, and grow together.
They care about the people they build software for.
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