Deepak K

Curious about things !

[Deepak K @Deepakkarrda]

Multi-agent network ops gets much more interesting when agents can actually act on the network.

One of our speakers, Roger Perkin shares a quick preview 👇

On Oct 10, we’ll build specialist agents with validation + human approval before changes.

Checkout the workshop here and get exclusive speaker discount ticket price at 35% - https://t.co/On8xmmbG8i

[Deepak K @Deepakkarrda]

Most "add AI to the platform" efforts fail the same way: hallucinations, runaway cost, security incidents. Then the verdict: agents aren't for us.

Kaspar Von Grünberg says that verdict is usually wrong. The model rarely breaks. The platform underneath does.

On Sept 30 he's showing the three-layer architecture that fixes it (tooling, paths, agent infrastructure) and what to build first if you already run an IDP.

Full disclosure: I help run these Packt workshops. This one's different because it starts with your platform, not with picking a model.

Since you are checking this out, I have a gift for you. Get the ticket of the workshop at flat 30% discount - https://t.co/f7nbZyoZua

[Deepak K @Deepakkarrda]

Working in modern infrastructure often means moving between #AWS, #Azure, containers, #Terraform, #DevOps, and observability.
The Ultimate #Linux & Cloud Infrastructure Bundle brings practical books on all these areas together.
Take a look

https://t.co/aD8dME5EkG

[Deepak K @Deepakkarrda]

24 books. One bundle. The skills that run modern IT.

The Ultimate Linux & Cloud Infrastructure Bundle brings together practical Packt books covering five key areas:
🐧 Linux and Windows administration
☁️ Cloud infrastructure
🌐 Networking
⚙️ DevOps and platform engineering
📊 Monitoring and observability
From managing servers and cloud platforms to automating infrastructure and troubleshooting production systems, the bundle covers the skills infrastructure professionals use every day.

Humble Tech Book Bundle: The Ultimate Linux & Cloud Infrastructure Bundle by Packt

[Deepak K @Deepakkarrda]

AI models get the attention.
GPU infrastructure gets the bill.
On Sept 17, we’re going hands-on with what it actually takes to run AI workloads efficiently on Kubernetes:

→ GPU scheduling & sharing
→ Autoscaling
→ Observability
→ vLLM inference
→ Keeping expensive GPUs from sitting idle

If you work in DevOps, Kubernetes, Platform Engineering or MLOps, this is the infrastructure side of AI worth learning.

🎟️Engineering GPU Infrastructure for AI Workloads · Luma

[Deepak K @Deepakkarrda]

Sometime the best thing you can do is, go to a coffee shop and have a cup of coffee.

[Deepak K @Deepakkarrda]

Genuine question for the network engineers here.

I book technical workshops for a living, so I spend most of my week listening to netops people argue about AI agents. Same complaint keeps coming up:

one agent with 12 tools doesn't investigate an incident. It guesses and it guesses with write access.

The fix everyone independently lands on has the same shape. A coordinator that owns the investigation, narrow specialists under it (one reads state, one proposes config, one validates), and a human gate before anything gets pushed.

Is that matching what you're actually running, or is it still mostly demo-ware outside of lab environments?

[Deepak K @Deepakkarrda]

Punchy3 hrs 45 mins. Zero drop-off.
Senior directors. R&D engineers. All mid-conversation — MCP servers, Docker builds, Linux CLI — thinking alongside the session, not just watching it.
Some rooms you host. Some rooms host themselves.
This was the second kind. 🙌

[Deepak K @Deepakkarrda]

Excited to share that Eduard Dilharu is joining our upcoming networking workshop as a panelist.

For 3+ years, he’s been building AI agents for network engineers — from OSPF troubleshooting systems to multi-agent architectures powered by fine-tuned reasoning models.

[Deepak K @Deepakkarrda]

@mchulet Hi,
I work with devops vertical in my company.

[Deepak K @Deepakkarrda]

A reader of an OpenShift book wrote:

“The physical copy triggers a part of your brain differently… the platform just makes more sense.”
That stayed with me.
Maybe books do what screens often can’t:
No tabs.
No notifications.
No endless scrolling.

[Deepak K @Deepakkarrda]

Why do people start their cloud journey with certifications?

[Deepak K @Deepakkarrda]

@TLAU82145430 @TechWithLucy Yes, check out here @TLAU82145430 - https://t.co/9n3MqrnYNA: AWS Certified Advanced Networking – Specialty (ANS-C01) Certification Guide: A pragmatic guide to acing the AWS ANS-C01 exam: 9781835080832: Tim McConnaughy, Steve McNutt, Christopher Miles: Books

[Enrico Murru ☁️ @Enreeco]

Thank you @PacktPub for this awesome book by Madhu Ramanujan "Salesforce CPQ Implementation Handbook"

It's always good to keep up with #Salesforce products with an eye focused on the more pragmatic part...less theory more action!

👉https://t.co/gfMfMMUIj1

#neverstoplearning

[Ashish Choudhary 👨🏻‍💻🧔🏻👨‍👩‍👦 @iASHeeesh]

Introducing the GKE Autopilot Cluster
{ by @iASHeeesh } from @hashnode. GKE Autopilot is nodeless managed Kubernetes service by @GoogleCloudTech.

#kubernetes #googlecloud #springboot https://t.co/jzqfY4Xun7

[Deepak K @Deepakkarrda]

@MichaelGillett I also feel the same. 😉

[Michael Gillett | michaelgillett1 on Threads @MichaelGillett]

I might be biased, but Feature Management with LaunchDarkly is my favourite book of the year!

What do you think @LaunchDarkly? #FeatureManagement #LaunchDarkly #wrapped2021

[Deepak K @Deepakkarrda]

Thanks @gnomeslair . Glad that you found the book helpful 🙂

[Konstantinos Dimopoulos @gnomeslair]

Yes, definitely a very useful book. https://t.co/fQfAbhLX55

[Deepak K @Deepakkarrda]

@joningold Congratulations Jon.🎉