Patryk Golabek

@kubertai Hi, @theo. That's me in the video, respectfully disagreeing with you about your latest video. And I will continue watching your content because I find it valuable. youtu.be/rosMfs3pZ_0?si…

Response to Theo from an Engineer, Ep. 08 x.com/i/broadcasts/1…

@kubertai In testing we are seeing up 50% cost savings with the agents. In my opinion this is the best way to optimize your cluster and reduce the cloud bill.

We are excited to announce our new Kubernetes native solution for automated cluster management! Say hello to AgentScaler and AgentCost in the autoscaling.mykubert.com/v1 API. Simplify scaling & cost management right from your cluster without intervention. #Kubernetes #DevOps #finops

@SecurityTrybe It really depends what type of Docker container I need. My suggestion is to know all the different distro’s and use them as tools. More of a cattle approach vs a pet.

which team are you? 🤔

@alexxubyte Hi Alex, I love the diagram. Here is ours. We have used this type of architecture at least 6 years with Kubernetes. This is from our internal wiki, and we go into details about the IaC for new employees.

Logging, tracing and metrics are 3 pillars of system observability. The diagram below shows their definitions and typical architectures. 🔹 Logging Logging records discrete events in the system. For example, we can record an incoming request or a visit to databases as events. It has the highest volume. ELK (Elastic-Logstash-Kibana) stack is often used to build a log analysis platform. We often define a standardized logging format for different teams to implement, so that we can leverage keywords when searching among massive amounts of logs. 🔹 Tracing Tracing is usually request-scoped. For example, a user request goes through the API gateway, load balancer, service A, service B, and database, which can be visualized in the tracing systems. This is useful when we are trying to identify the bottlenecks in the system. We use OpenTelemetry to showcase the typical architecture, which unifies the 3 pillars in a single framework. 🔹 Metrics Metrics are usually aggregatable information from the system. For example, service QPS, API responsiveness, service latency, etc. The raw data is recorded in time-series databases like InfluxDB. Prometheus pulls the data and transforms the data based on pre-defined alerting rules. Then the data is sent to Grafana for display or to the alert manager which then sends out email, SMS, or Slack notifications or alerts. 🔹 Over to you: Which tools have you used for system monitoring? -- Subscribe to our weekly newsletter to get a Free System Design PDF (158 pages): bit.ly/3KCnWXq

@sysxplore Looks good, I’ll get my devs to go through this. I do suggest adding testing to each module. I fail any Bash code review that has no unit and integration testing.

Linux Bash Scripting Notes For beginners📑 🔗 Lesson 1: sysxplore.com/create-a-bash-… 🔗 Lesson 2: sysxplore.com/comments-in-ba… 🔗 Lesson 3: sysxplore.com/bash-exit-stat… 🔗 Lesson 4: sysxplore.com/bash-arithmeti… 🔗 Lesson 5: sysxplore.com/bash-operators 🔗 Lesson 6: sysxplore.com/quoting-in-bas… 🔗 Lesson 7: sysxplore.com/functions-in-b… 🔗 Lesson 8: sysxplore.com/bash-command-s… 🔗 Lesson 9: sysxplore.com/process-substi… 🔗 Lesson 10: sysxplore.com/process-substi… 🔗 Lesson 11: sysxplore.com/bash-for-loop 🔗 Lesson 12: sysxplore.com/bash-while-loop 🔗 Lesson 13: sysxplore.com/indexed-arrays… 🔗 Lesson 14: sysxplore.com/subshells-in-b… 🔗 Lesson 15: sysxplore.com/bash-bitwise-o… 🔗 Lesson 16: sysxplore.com/pipelines-in-b… 🔗 Lesson 17: sysxplore.com/heredocs-in-ba… 🔗 Lesson 18: sysxplore.com/globbing-in-ba…

@kubertai @mattshumer_ Up and running with new model and testing it with @langchain Agentic Kubernetes app.

Just as dawn breaks, we seamlessly update our terragrunt.hcl file in our Kubernetes setup, integrating the new Reflection 70B model from Ollama. 🌅 #DevOps #AIIntegration #Kubernetes #Ollama #Reflection70B @mattshumer_ 1/4

@kubertai This is similar to @arcee_ai , but open-source. You get to deploy SLMs into your own cluster with Ollama.

Kubernetes + Ollama = Freedom! 🚀 Our biggest blog on deploying Ollama AI models in Kubernetes for scalable, secure, and cost-effective AI development is here. mykubert.com/blog/ollama-ku… #Ollama #Kubernetes #AI #DevOps 1/7

Hi @brilliantorg , I've finished the week #1! I enjoy the opportunity to sharpen the saw with some competition for motivation.

Day 1 of the @CanCGMiami & @TCS_SDC's Virtual Canada Day with the @SFHHA went great! Thanks to all of the #healthcare leaders listening to our #Canadian companies @HypertecGroup, @translucentcomp and @StarlingMinds present their solutions. Looking forward to Day 2 next week! 🇨🇦🇺🇸

#COVID19 Top Countries - Total cases growth over time youtu.be/M8B5pNpBpTg #graphs #tracking #coronavirus #stats

We decided to participate in the COVID-19 Open Research Dataset Challenge on #kaggle. Internally we have been applying #NLP and other #MachineLearning to the dataset. We will make our notebooks available and a portal that is in dev. covid-research.tekstackhealth.com

Got my new coffee coaster from the kids😎

Wow! Just found this behind a shelf!! Continuing office construction, let’s see what I’ll find tomorrow 😂😂😂

Ooooh, the conversations that we have daily, sound so crazy to the non-software developer employees. #DevOps, #Programmer, #Software

@EllerbyBen @ServerlessFan @reactnative @AWSAmplify @JsRoundabout Nice, we started to using @PulumiCorp and #TypeScript for infrastructure as code for AWS and GCP.

Slides from my latest (update) talk on using #serverless with @reactnative through @AWSAmplify slides.com/benellerby/dec… Given @JsRoundabout

@python_devv Love it. Here is my Jupyter notebook where I use text-to-speech to generate audio for our blogs. translucentcomputing.com/2020/01/text-t…

Every time I’m at @MastermindToys I get a new puzzle. I’m not sure if I can call it a break from work, but it’s fun!

The #Cloud cost can get out out of hand, quickly. @translucentcomp, we always keep the cloud cost in mind when we create solutions for our clients. Here are some #Kubernetes #DevOps strategies to reduce your next cloud bill. #k8s #SRE translucentcomputing.com/2020/01/strate…

@sbmeunier Reviewing the story, it seems to me, the problem is with how it is used. Here is an interesting video that gives good tips on improving slides and speaking in general. youtube.com/watch?v=Unzc73…