Outcome Engineering It was never about the code.

There were the #Agile and the #DevOps Manifesto(s), and now we have the “Outcome Engineering Manifesto” #O16G.

o16g.com

#software #development

The 3 V’s of #Data still shape every modern #datastrategy:

📊 Volume – massive data being generated
🧩 Variety – structured, semi-structured, unstructured
💡 Value – turning raw data into meaningful events

Get these right, and data becomes an advantage, not a costly burden.

@datadoghq.com 's : updog.ai tracks reliability of popular APIs ( #OpenAI , #AWS , etc).

Sort by “Last Degradation” and guess who’s near the bottom (aka no recent issues)?
🥁 #Splunk 👏
Always nice when the data(dog) speaks for itself(and others 😃)
#o11y

One definitely killer use case for #AI-enabled browsers:

Sitting through mandatory corporate #training and clicking “Next” the second it becomes available. 😅

#Productivity #Automation #CorporateLife

@elonmusk's #Grokipedia v0.1 is live!
Not without #bugs 😀

Introducing ChatGPT Atlas The browser with ChatGPT built in.

openai.com/index/introd...

#OpenAI entered the #AI enabled browsers war today with #ChatGPT #Atlas. Time to check it out...

#observability hands-on time!
Deploying #Splunk #O11y Cloud into one of my projects & documenting the process.
What to expect:
✅ Infra #Monitoring, #RUM & #APM
✅ Real troubleshooting (not the “everything works” kind 😅)
✅ Lessons learned along the way
isbyr.com/splunk-o11y-...

#VibeCoders during a beta release with no #token limits

The results are shocking 😱 indeed!
It looks like using #ChatGPT is reducing your brain inflammation and is good for your skin 👍 😀

Splunk BOTS 2025

#BOTS — #Splunk 's flagship #CTF event — is turning 10! 🎉
That’s right, Boss of the #SOC is officially a preteen now.

Find out more and how to register:
conf.splunk.com/connect.html

#CyberSecurity #BOTS10

a list of the main OpenTelemetry Collector distributions and the use-cases

Great post by @jcosta.dev (@datadoghq.com) on the different #OpenTelemetry Collector 🔭 distros and when to use each.

💡 9/10 orgs use otelcol-contrib — the most bloated one, and not ideal for prod.

🔗 www.datadoghq.com/blog/otel-co...

#OTel #DevOps #Observability #Telemetry@jcosta.dev

GitHub - jlumbroso/passage-of-time-mcp: 🤖🕰️ An MCP server that gives language models temporal awareness and time calculation abilities. Teaching AI the significance of the passage of time through coll... 🤖🕰️ An MCP server that gives language models temporal awareness and time calculation abilities. Teaching AI the significance of the passage of time through collaborative tool development. - jlumbro...

Give your #LLM clients a sense of time 🕑 with this #MCP server github.com/jlumbroso/pa...

#Kiro works great for #AWS apps, but hit a few bumps on a #Firebase project. Switched to #GeminiCLI to fix the issues, then let Kiro finish the job. AI tag team FTW 🤖⚡️ #AI #DevTools #CloudEngineering

@awscloud.bsky.social introduces S3 Vectors. It allows you to store your vectors at a much lower cost Vs standard vector stores, if you don't mind the increased retrieval latency.

aws.amazon.com/s3/features/...
#AWS #Vector #S3 #AI

You can start contributing to #Splunk TAs!

Info on how to get started is in this comment on the Splunk Ideas website.
ideas.splunk.com/ideas/APPSID...

Splunk MLTK Connection Management Settings page shows additional model versions like Geminie 2.5

Custom Splunk dashboard shows additional model versions like Geminie 2.5 and Deepseek

Yes, #Splunk MLTK can connect to LLMs, but the list of supported models is somewhat limited.

But, you can (unofficially ⚠️) extend that model list to add support for custom models like #Google #Gemini 2.5.

Details here: isbyr.com/add-new-llm-...
#MLTK #LLM #AI #Observability #O11y

Fine-Tuning a Small Language Model for Secrets Detection | Wiz Blog Wiz fine-tuned a 1B LLM to detect secrets in code with 86% precision—outperforming regex-based methods while staying lean, private, and CPU-efficient.

interesting read on how #Wiz fine-tuned a small language model to detect secrets

www.wiz.io/blog/small-l...

#cybersecurity #SAST #CodeAnalysis #finetuning #detection

Splunk utilising the "ai" command to infer a Deepseek model to get an explanation on the common port usage for ports that returned in previous results

Can’t believe I missed this 😲 - #Splunk MLTK 5.6.0 now supports LLMs!

The new `| ai` command sends your data to a local or cloud #LLM for contextual insights 🧠
I used #DeepSeek to explain common firewall ports — got solid results 🔍

#MLTK #AI #CyberSecurity #O11y #Observability

If #Google #Gemini CLI can be used to #vibecode…
Why can't it be used to build #Splunk dashboards? 🤔
Or can it?! 👀

#ToFunToStopPlayingWithIt

#AI #LLM #GeminiCLI #DeveloperTools #visualisation #Observability

#Streamlit #Langchain Quickstart App with #AzureOpenAI

isbyr.com/streamlit-la...

PSA! Just in time for Valentine's Day Exciting News! ✨ "Poem Genie" – Your go-to for crafting heartfelt Valentine's Day poems! 🌹✍️
Express love uniquely with personalized short poems. 💖
Visit poemgenie.z13.web.core.windows.net and let the magic flow! 🧞‍♂️✨
Dedicated to BlueSky...

isbyr.com/create-a-fre...

Fixing time drift on #UTM #Windows VMs
isbyr.com/fix-time-dri...

NSW South Coast panoramic views

My learning journey with my first #GenAI use-case, which involved a bit of playing with the #Python Pillow library and overcoming #promptpoisoning, all on #Azure.
isbyr.com/my-first-gen...
#development

When using #Python with #AzureOpenAI make sure to actually use your 𝐃𝐞𝐩𝐥𝐨𝐲𝐦𝐞𝐧𝐭 𝐍𝐚𝐦𝐞 for the value of the 𝐦𝐨𝐝𝐞𝐥 key.

No, #Mirabella #Genio I don't want you to create a scene, I have others around me to do that 😀
#homeautomation #smartlights

isbyr.com/getting-imag...

#python, #AzureAI

Azure "Invalid user storage id or storage type is not supported" error

isbyr.com/azure-invali...

Troubleshooting Azure "Invalid user storage id or storage type is not supported" error when trying to update Language service features.