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Tag Archives: logging

More Posts at The New Stack

12 Friday Sep 2025

Posted by mp3monster in Books, Fluentbit, Fluentd, manning, Technology

≈ Leave a comment

Tags

blog, book, development, ebook, FLB, Fluent Bit, logging, TheNewStack, TNS

As The New Stack regularly posts new extracts, we’re updating this page; accordingly, the date below reflects the last update.

December 22, 2025

With the publication of Logging Best Practices (for background to this, go here), more articles have been published through The New Stack, extending the original list we blogged about here.

The latest articles:

  • Kubernetes Auditing and Events: Monitoring Cluster Activity (19th December 25) NEW
  • What To Know Before Building Fluent Bit Plugins With Go (21st November 25)
  • How Are OpenTelemetry and Fluent Bit Related? (29th October 25)
  • A Guide To Fluent Bit’s Health Check API Endpoints (17th September 25)
  • Understanding Log Events: Why Context Is Key (11th September 25)
  • How to Evaluate Logging Frameworks: 10 Questions (21st August 25)
  • Using Logging Frameworks for Application Development (7th August 25)
  • Logging Best Practices: Defining Error Codes (18th July 25)

The previous list:

  • What’s Driving Fluent Bit Adoption? (26th June 25)
  • What Is Fluent Bit? (10th June 25)
  • What Are the Differences Between OTel, Fluent Bit and Fluentd? (8th July 25)
  • Fluent Bit, a Specialized Event Capture and Distribution Tool (30th May 25)

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Two weeks of Fluent Bit

30 Tuesday Jul 2024

Posted by mp3monster in Fluentbit, General

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book, configurtation, FluentBit, logging, telemetry, tool, YAML

The last couple of weeks have been pretty exciting. Firstly, we have Fluent Bit 3.1 released, which brings further feature development to Fluent Bit, making it even more capable with Fluent Bit handling of Open Telemetry (OTel).

The full details of the release are available at https://fluentbit.io/announcements/v3.1.0/

Fluent Bit classic to YAML

We’ve been progressing the utility, testing and stabilizing it, and making several releases accordingly. The utility is packaged as a Docker image, and the regression test tool also runs as a Docker image.

Moving forward, we’ll start branching to develop significant changes to keep the trunk stable, including experimenting with the possibility of extending the tool to help port Fluentd to Fluent Bit YAML configurations. The tools won’t be able to do everything, but I hope they will help address the core structural challenges and flag differences needing manual intervention.

Book

The Fluent Bit book has moved into its last phase with the start of copy editing. We have also had a shift in the name to Logs and Telemetry using Fluent Bit, Kubernetes, streaming, and more, or just Logs and Telemetry using Fluent Bit. The book fundamentally hasn’t changed. There is still a lot of Kubernetes-related content, but it helps focus on what Fluent Bit is all about rather than being just another Kubernetes book.

Logs and Telemetry using Fluent Bit
Logs and Telemetry using Fluent Bit, Kubernetes, streaming and more

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Fluent Bit with Oracle Cloud

09 Tuesday Jan 2024

Posted by mp3monster in Books, Fluentbit, Fluentd, General, Oracle

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book, Cloud, demo, FluentBit, logging, monitoring, o11y, observability, OCI, Oracle

The hyper scaler cloud vendors all offer Logging and monitoring capabilities. But they tend to focus on supporting their native services. If you’re aware of Oracle’s Cloud (OCI) messaging, then you’ll know that there is a strong recognition of the importance of multi-cloud. This extends not only to connecting apps across clouds but also to be able to observe and manage cloud-spanning solutions. Ultimately, most organizations want to headline observability-related views of their solutions.

Late last year, I presented these ideas, illustrating the ideas with the use of Fluent Bit and OCI’s Observability and Management products to visualize and analyze what is happening. I finally found the time to write how the very basic demo was built from a clean sheet over on the Oracle Devs blog on Medium.

Photo by Rafael AS Martins on Unsplash

Useful Resources for Fluent Bit and Observability

This also highlights the fact that the Fluent Bit book, while I believe, once completed, will be through, can’t cover everything – and certainly not build end-to-end use cases like the Oracle Observability & Management example. To help address this, the book includes an appendix of helpful additional information, some of which I have included here, along with other content that we encounter – all of which can be found at Fluentd & Fluent Bit Additional stuff.

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LogSimulator New Feature – Custom Targets with OCI Logging example

14 Friday Oct 2022

Posted by mp3monster in Cloud, development, General, logsimulator, Oracle, Technology

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book, loggenerator, logging, logsimulator, OCI, Prometheus

Those who have been using my Logging in Action book will know that to help test the configuration of monitoring tools including Fluentd we have built a LogGenerator that can very easily play and replay logging events into a variety of destinations and formats. all written in Groovy to make the utility easy to run as a script and extend without needing to set up a proper Java development environment.

With the number of different destinations built into the script and the logic to load the source log events and format them the utility is getting rather large for a single file. Rather than letting it continue to grow as we add more destinations to pump log events too, I’ve extended the implementation so you can point to a Groovy file that implements the logic to send the log events. It only requires three simple methods to be implemented.

To demonstrate the feature we have created a custom extension and fully documented it. The extension allows you to send log events to the OCI Logging service. This includes an optional crude aggregation mechanism as sending individual log events is a little inefficient over REST. By doing this we can send synthetic or playback logs as if we’re an application in real-life to ensure that any alerting or routing for the logging works properly before we get anywhere production and do not need to run the application and induce error events.

Beyond this, we’re also thinking about creating a plugin to fire log events at Prometheus so we can send events using the Prometheus pushgateway. As a result, we can tune Prometheus’ configuration.

More improvements – refactoring the existing code

We will refactor the existing code to use the same approach which should make the code more maintainable, but the changes won’t stop the utility from working as it always has (so we won’t break out the existing output channels from the core).

We have also started to improve the code commenting – so hopefully it will make the code a bit more navigable.

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Is The 12 Factor App right about Logging?

05 Wednesday Oct 2022

Posted by mp3monster in development, Fluentd, General, Technology

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12 Factor, 12 Factor App, conference, development, Grafana, JAX, logging, London, OpenSearch, Prometheus, Splunk, stdout

The 12 Factor App definition is now ten years old.  In the world of software that is a long time. So perhaps it’s time to revisit and review what it says.  As I have spent a lot of time around Logging – I’ve focussed on Factor 11 – Logging.

I have been fortunate enough to present at the hybrid JAX London conference on this subject. It was great to get out and see people at a conference rather than just with a screen and a chat console of online-only events.

You can see my presentation here:

Continue reading →

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Avoid creating an event storm when using social outputs with Fluentd

14 Thursday Apr 2022

Posted by mp3monster in Fluentd, General, Technology

≈ Leave a comment

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Fluentd, logging, mail storm, monitoring, Plugin, social, supress

Fluentd has an incredible catalogue of plugins including notification and collaboration channels from good old-fashioned email through to slack, teams, and others.

The thing to remember if you use these channels is that if you’re sending errors, from application logs it isn’t unusual for there to be multiple error events as a root event can cause a cascade of related issues. For example, if your code is writing transactions to a database and the database goes down with no failover mechanism, then your code will most likely experience an error, roll back the transaction perhaps to some sort of queue, and then try to process the next event. Which will again fail. This is the classic situation where multiple errors will get reported for the same issue. This problem is often referred to as a mail storm given that there was a time when we didn’t have social collaboration tools and everyone used email.

There are several ways to overcome this problem. But the most simple and elegant of these is using the suppress plugin in its filter mode.

<filter **>
  @type suppress
  interval 60       # period in seconds when the condition to supress is triggered
  num 2             # number of occurences of a value before suppressing
  attr_keys source  # the element of the event to consider.
</filter>

In this example if we encounter an event with an attribute called source containing the same value twice then the suppression will kick in for 60 seconds. If you want the key to the valuebeing checked to be the tag then simply omit the attr_keys parameter.

Of course, we don’t want the suppression to kick in if the same value in the attribute keys occured once every few hours. To address this the occurence count is applied over not a time period, but a number of events received by the configuration of max_slot_num which defaults to 10k, but resets

In the filter mode, this plugin is best positionbed immediately before the match block. This means we don’t accidentally suppress messages before they are routed anywhere else.

For the purposes of a demo this is less of an issue. But for a realworld use case would probably benefit from some tuning. All the documentation for this plugin is at https://github.com/fujiwara/fluent-plugin-suppress

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Logging in Action – has gone to the printers!

07 Monday Feb 2022

Posted by mp3monster in Books, Fluentd, General, manning, Technology

≈ 1 Comment

Tags

Amazon, Barnes & Noble, book, logging, Logging in Action, manning, print, Waterstones

The final leg of getting the book published has taken a lot longer than had been expected. But we’ve just been told that the book has been sent to the printers. This means:

  • final eBook will be available from Manning in about 1 week
  • Preordered print copies of the book will be dispatched in about 2 weeks
  • The alternative ebook formats for mobile readers e.g. kindle etc available in about 3 weeks
  • The book will become available to purchase from other book stores such as
    Amazon in 3-4 weeks
  • Safari Books Online and Apple stores will have the ebook in 4-5 weeks

Here are some links for buying the book …

  • Manning
  • Amazon UK – Amazon US – Amazon DE – Amazon Fr
  • Barnes & Noble, Waterstones
  • Safari Online Books

It also means the project from a writing perspective is complete. But we’re starting to look at the additional examples we’ll add to the GitHub repo. These will be dependent upon the book.

The complete cover artworks …

We’ve got print books now …

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LogSimulator new features

03 Friday Sep 2021

Posted by mp3monster in development, Fluentd, General, logsimulator, Technology

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Log, logging, tool, utility

The log simulator we’ve built and written about in the past has had a release made that lines up with the Logging In Action book (v0.1). I am now continuing to add improvements on the main line. Not best Git branching practice, but as I’m working on this solo it doesn’t represent a problem.

If you expect multi line events all you need to do, is add to the properties file a name value pair, with the name FIRSTOFMULTILINEREGEX and the value is a Java/Groovy regular expression which can be used to determine if a line in a log entry is the 1st line in a new log. Then all subsequent log lines are appended to the previous line until a line identifies as a new log entry. The log entry will be written with newline characters in the same place as the read.

In addition to this if the synthetic log events need to be set to be new line then using the ALLOWNL property to be set to true will result in any new line escape sequences (\n) to be made into proper new lines in the output.

The details are all included in the documentation in GitHub.

Continue reading →

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Logging In Action – almost there

08 Thursday Jul 2021

Posted by mp3monster in Books, General, manning

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CNCF, Docker, Fluentd, fluentd bit, Kubernetes, logging

We’ve got the peer review comments back on the completed 1st draft back of the book. So I’d like to take this opportunity to thanks those who have been involved as peer reviewers, particularly those involved in the previous review cycles. I hope the reviewers found it satisfying to see between iterations that their suggestions and feedback have been taken on board and where we can.

The feed back is really exciting to read. Some tweaks and refinements to do to address the suggestions made.

The work on the Kubernetes and Docker elements and the chapter which has become available on MEAP has helped round that aspect off. But importantly, the final chapters help address the wider challenges of logging, and some of the feedback positively reflects this.

To paraphrase the comments, we’ve addressed the issues of logging which don’t get the attention that they deserve. Which for me is a success.

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New and coming to a screen near you soon

31 Monday May 2021

Posted by mp3monster in Books, Fluentd, General, manning, Oracle, Technology

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API, Fluentd, logging, Logging in Action, OCI, Oracle, OraWorld

Last night saw the final chapter of Logging in Action with Fluentd go back to my editor. The next step is that Chapter (and others I hope) will go to MEAP, so early readers not only get the final chapter, but also the raft of improvements we’ve made. Along with that, the manuscript goes for a full peers review. Once that’s back, its time for a round of edits as I address the feedback then into copy editing and Manning sign off review.

As you might have guessed, we’ve kept busy with an article in the 25th edition of OraWorld. This follows Part 1 talking about GraphQL with a look at considerations for API Security.

In addition to that we’re working on a piece around automation of OCI management activities such as setting up developers, allowing them a level of freedom to experiment without accidentally burning through all your credits by spinning up Exadata servers or 500 node Kubernetes clusters.

We might even have some time to write more about APIs and integration.

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