"Forward-deployed engineer" (FDE) is the hottest title in AI hiring right now.
Demand for engineers with this skillset is projected to jump 2,100% this year, with 70% of companies planning to hire FDEs.
Read more: techcrunch.com/2026/07/30/fo…
Most Bedrock projects start with discussing models, but that's rarely the right starting point.
Data locality, structure, and ingestion set the critical foundation.
Full breakdown on best data ingestion practices ➡️
stratus10.com/blog/amazon-be…
AWS accounts multiply fast, and EC2 AMIs pile up right along with them. Most teams can't say who owns an image, when it should retire, or which version is approved.
A few practices fix that 🧵
An outdated AMI can still launch a new instance, known vulnerability included.
Full breakdown: stratus10.com/blog/managing-…
CVSS score tells you how bad a bug could be, not if it's reachable. Fix by exposure, assign an owner, and require proof before closing the ticket.
👉 kaloscloud.io/blog/vulnerabi…
How do you prioritize fixes?
Myth: your biggest storage cost is the data you use most.
Reality: ~80% of corporate data goes untouched for years, sitting in the priciest tier by default.
18 leaders on finding it. Savings: 25-70%.
stratus10.com/blog/cloud-sto…
Automation debt behaves like tech debt: the longer you wait, the more it costs to fix.
We asked 13 engineering leaders what automation actually saved them time. The best automations were the targeted ones.
Full breakdown 👉 stratus10.com/blog/cloud-aut…
Cloud cost optimization isn't cost-cutting - it's an engineering discipline. Lean teams win with visibility, ownership & automation, not headcount.
Full breakdown: stratus10.com/blog/cloud-cos…
#FinOps
We partnered with Kinectify, an anti-money laundering (AML) software provider, to build a fully automated Terraform CI/CD pipeline on Azure with GitHub Actions.
Check out the case study 👉 stratus10.com/case-studies/t…
12 of 16 security experts we surveyed named the same overlooked cloud risk. Not firewalls, not open buckets. IAM. Here's the breakdown 🧵
Full breakdown + an 8-question IAM risk assessment:
kaloscloud.io/blog/cloud-sec…
There's an order of operations to getting #AWS under control.
MFA on root → GuardDuty/Security Hub → Cost Explorer/Compute Optimizer → Config/CloudTrail → Trusted Advisor
What would you add?
#FinOps #cloudsecurity
At 50 employees, cloud waste = nobody's watching.
At 5,000, it's too many teams, zero shared accountability.
Same levers. Completely different problem. 13 practitioners explain.
kaloscloud.io/blog/cloud-cos…



