iCertGlobal Community

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Gregory Marshall
Asked on 11-11-2025

Will the rapid rise of industrial automation create a larger skills gap compared to AI tools?

Everyone is talking about LLMs, but is automation a bigger threat than AI when it comes to the widening skills gap? I feel like the technical requirements to manage automated systems are evolving so f...
General
9124 views
votes
ME
Melissa Ramirez
Asked on 11-11-2025

Why does the Xmx parameter cause container crashes during a cloud server deployment phase?

Our DevOps team is running into a recurring issue where our application pods get killed immediately after a rolling cloud server deployment finishes. The logs indicate an exit code 137, which points t...
Cloud Technology
11834 views
votes
MA
Marcus Vance
Asked on 11-11-2025

Does Kubernetes slow down product launch timelines?

We are preparing to launch our minimum viable software product in two months. Half of our infrastructure team wants to build a rock-solid cluster infrastructure, while the rest wants to use basic virt...
Cloud Technology
16704 views
votes
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Jordan Smith
Asked on 11-11-2025

How can I use AI to automate a lead generation side hustle for local businesses?

I'm looking into starting a small agency on the side where I help local contractors (plumbers, roofers, etc.) get more leads using AI-driven outreach. I've heard you can use AI to scrape data ...
Digital Marketing
13344 views
votes
KA
Karen Hill
Asked on 11-11-2025

How does the principle of least privilege improve my overall security posture?

I've heard the term "Least Privilege" thrown around a lot in cybersecurity circles lately. How exactly do I start implementing this in a company that has always given everyone local admi...
Cyber Security
6757 views
votes
GR
Gregory Lane
Asked on 11-11-2025

How does vLLM impact the accuracy and performance of Data Science experiments?

Our Data Science team is running large-scale batch inference on millions of rows for sentiment analysis. We are evaluating How vLLM improves AI model performance? for these batch jobs. Does the PagedA...
Data Science
7757 views
votes
BR
Bradley Simmons
Asked on 11-11-2025

Can we use Docker Compose and Kubernetes together in a DevOps pipeline?

Our team loves the simplicity of using Docker Compose for local feature development and running automated integration tests in our CI/CD pipelines. However, our production environment runs on managed ...
Cloud Technology
14384 views
votes
ST
Steven Baker
Asked on 11-11-2025

What are the key differences between PMP and PRINCE2 for someone looking to work in the US?

I am planning to get a professional certification this year to boost my career prospects. I see that PMP is very popular, but some international job postings mention PRINCE2. Since I am based in the U...
Project Management
18485 views
votes
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Deborah Lawson
Asked on 11-11-2025

What are the most effective ways to solve real-world coding problems faster using Agile methods?

Our team is moving to a faster release cycle, and I need to learn how to solve real-world coding problems faster to keep up with the story points. How do you balance rapid problem-solving with the nee...
Software Development
9149 views
votes
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Derek Peterson
Asked on 11-11-2025

Are junior Cyber Security analyst roles safe from AI automation?

I'm seeing a lot of AI-powered "SOAR" platforms that claim to automate threat detection and response. This makes me wonder, is AI replacing entry-level jobs in the SOC (Security Operatio...
Cyber Security
11597 views
votes

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