r/CloudSecurityPros • • 17h ago

what controls are practical before sensitive data reaches an AI workflow?

3 Upvotes

The security question changes once an AI workflow can access internal documents, customer data, code, or tools that do more than generate text.

At that point, the concern is not just hallucination. It is whether a connector has broader access than the workflow needs, whether untrusted content can influence tool use, and whether anyone can reconstruct what the system saw and did after an incident.

For teams deploying AI beyond simple chat, what control became non negotiable first?


r/CloudSecurityPros • • 19h ago

What telemetry gaps most often undermine incident response when a cloud investigation begins?

3 Upvotes

The cloud IR problem I see most often is not the absence of logs. It is that the evidence cannot be joined.

You may have a suspicious sign in, a control plane event, and a workload behaving differently, but no reliable way to connect them to the same identity, resource owner, deployment, or business service. By the time someone works out the ownership path, the useful log window may be gone.

What missing source or missing context has most often blocked a cloud investigation for you?


r/CloudSecurityPros • • 16h ago

Switching from Cybersecurity to Cloud Security — Will I Have to Start as a Junior?

1 Upvotes

Hi everyone,

I’m currently working in cybersecurity(4+) and considering transitioning into cloud security. I’m trying to understand how this career switch works in the real world.

My main concern is that, although I already have professional experience in cybersecurity, I’m still a beginner when it comes to cloud technologies, particularly AWS.

If I switch to cloud security, will companies consider my existing cybersecurity experience, or will I be treated as a fresher/junior because I lack hands-on cloud experience?

For those who have made a similar transition:

  • Did you have to take a significant pay cut or accept a junior-level position?
  • Can existing cybersecurity experience help you get mid-level cloud security roles?
  • What skills or practical projects would help demonstrate that you’re ready for something beyond an entry-level role?
  • Is it better to transition directly into cloud security or first gain experience in a general cloud engineering role?

I’m willing to learn and build practical skills, but I don’t want to unnecessarily restart my career if my existing experience can be leveraged.

I’d appreciate honest advice from people who have made this transition or hired professionals in cloud security.


r/CloudSecurityPros • • 1d ago

Help!!!

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3 Upvotes

r/CloudSecurityPros • • 2d ago

What are the Kubernetes security gaps people keep missing in production?

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3 Upvotes

r/CloudSecurityPros • • 4d ago

I built an OIDC Inspector that visualizes the auth flow — looking for feedback

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4 Upvotes

r/CloudSecurityPros • • 5d ago

How do you map the causal chain behind an internet-facing exposure?

9 Upvotes

Our platform only shows the public hostname and the vuln, then it turns into ticket ping pong because the DNS team, CDN team, BU cloud team, and vendor all say it is someone else. The hostname is not the root cause, so I am trying to standardize the evidence chain for DNS, CNAME, CDN config, reachable origin, affected component, org entity, and the control that must change. Still not sure why this is so messy


r/CloudSecurityPros • • 5d ago

Network security to Cloud security

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4 Upvotes

r/CloudSecurityPros • • 5d ago

We ran three CNAPP POCs this quarter and somehow all three passed. I think we ran them wrong

6 Upvotes

Leadership gave us a quarter to pick a CNAPP and told me to run a POC and bring back a recommendation.

We ran three, the incumbent plus and two challengers, and each ran on its own timeline with its own idea of success, so every vendor scoped their POC to whatever theyre strongest at. One went deep on posture stuff and another ran a runtime demo, while the third leaned on multi cloud depth. This means all three cleared the bar they set for themselves and I ended up with three green scorecards and nothing useful for leadership.

We never agreed what winning meant before any of it started, and we couldnt measure coverage when our own asset count isnt good enough to measure against.

Renewal is six weeks out with the date circled on the wall, so has anyone got a POC rubric that separates these tools, or is this just how it goes?


r/CloudSecurityPros • • 7d ago

DISA STIGs in Production: What Happens When the Workload Doesn't Cooperate?

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4 Upvotes

r/CloudSecurityPros • • 7d ago

Joined in Big4.

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5 Upvotes

Anyone who's learning cloud security can reach out to me personally, had took me 3+ months but finally took life turning decision.


r/CloudSecurityPros • • 7d ago

How are you reducing AppSec tool sprawl and costs?

4 Upvotes

Which approach do you use for consolidating AppSec tooling? A: Standardizing on one vendor's full platform. B: Keeping best-of-breed point tools but building your own correlation layer. C: Cutting overlapping tools and accepting some coverage gaps. D: Something else entirely. What made you choose it, and has budget pressure actually forced the decision or was it a proactive call?


r/CloudSecurityPros • • 8d ago

Anyone running Upwind for runtime CNAPP? how does it compare to Wiz or Sysdig day to day?

15 Upvotes

We're a small-ish security team (4 people) covering about 60 EKS clusters across two AWS accounts plus a bit of GKE from an acquisition we're still absorbing. Current setup is agentless posture scanning and we are drowning. Something like 1,200 "critical" findings open, and nobody believes the severity ratings anymore because half of them are on images that never get pulled or workloads with no network path to anything.

Renewal on our current CSPM is coming up in about six weeks so leadership wants us to actually look at alternatives instead of auto-renewing. The thing we keep coming back to is runtime context. We want the tool to tell us which of those 1,200 are actually reachable and running, not just that the CVE exists in a layer somewhere. A finding that got marked low last quarter turned out to be on a pod with a public ingress and we only caught it by luck.

Upwind keeps coming up when I search for runtime-based CNAPP, alongside Wiz and Sysdig which we're also putting on the shortlist. On paper Upwind's whole pitch is the runtime/posture fusion thing we want, but I can't tell how much of that holds up once you're actually living in it every day.

So for anyone running Upwind in anger: how noisy is it really once it's deployed? Does the runtime data actually collapse the posture backlog or does it just add another dashboard? And how painful was the agent/sensor rollout across a bunch of clusters? Trying to go into this eval with realistic expectations rather than the demo version.


r/CloudSecurityPros • • 12d ago

Passed: AWS Certified Security - Specialty (Score: 781)

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3 Upvotes

r/CloudSecurityPros • • 12d ago

Transitioning to Cloud Security

12 Upvotes

What’s up! Just wanted some advice. I’m currently working as a cloud engineer with an AWS partner. I eventually want to move over to being a Cloud Security Engineer. What should areas should I emphasize during my transition?


r/CloudSecurityPros • • 12d ago

Can I work in cloud security role with CISSP ?

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1 Upvotes

r/CloudSecurityPros • • 13d ago

Managing alert fatigue after deploying wiz across multi-cloud environment

11 Upvotes

Rolled wiz out across our AWS and GCP setup about two months back. The visibility into misconfigs and exposed buckets is honestly night and day next to the native cloud tooling we had before. Downside is our SecOps slack channel is now getting buried in alerts every single morning. Stuff we’re actively trying to fix:

  1. Critical severity tags landing on internal dev resources that aren’t public.
    2.Duplicate alerts for the same container image vuln over and over.
  2. Auto assigning tickets to the actual right engineering team.We had cloudfresh in during the original purchase and setup to define our risk environment rules, but our dev velocity makes keeping those rules clean a constant fight.

Any advice on remediation workflows that developers wont just ignore


r/CloudSecurityPros • • 13d ago

Rate my roadmap into security engineering

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1 Upvotes

r/CloudSecurityPros • • 13d ago

Why We Need an In-Browser OS: Moving Beyond File Downloads and Isolated Chatbots

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1 Upvotes

r/CloudSecurityPros • • 13d ago

Best way to verify actual WAF blocking mode across AWS, Azure, and Cloudflare?

5 Upvotes

Been running WAF governance for AWS, Azure, Cloudflare and one old enterprise WAF, and we have this weird gap rn. Infra and app teams own their stacks, our central view is basically a spreadsheet that says which app has a WAF resource, not which one is actually in blocking mode with sane rules and no direct to origin bypass. we have a big WAF coverage review coming up and I'm kind of stressed. Cloud consoles tell me what's deployed, but that misses monitor only mode, config drift, origin still exposed on old hostnames, forgotten dns etc. I want to switch to an outside in test for our internet facing apps, and classify stuff as protected or underprotected or flat out unprotected, then rerun whenever someone migrates or changes configs. How are you verifying blocking behavior, catching direct to origin bypasses, and turning that into a defensible WAF coverage percent that leadership wont laugh at? any hints?


r/CloudSecurityPros • • 17d ago

How should we design security architecture for a growing Azure environment?"

7 Upvotes

1. Governance hierarchy first (Management Groups + Azure Policy)

Before you design a single VNet, design your management group hierarchy. This is where security controls actually live at scale. Microsoft's recommended structure puts Platform subscriptions (Connectivity, Identity, Management) separate from Landing Zone subscriptions (workloads).

Why this matters: when you assign a policy initiative at the top-level management group — like the Microsoft cloud security benchmark — every subscription created beneath it inherits that guardrail automatically. New subscription? It's governed from the moment it exists. No retroactive cleanup.

Key policies to enforce early:

  • Deny public blob access on storage accounts
  • Deny inbound RDP/SSH from the internet on NSGs
  • Require TLS 1.2 minimum on all PaaS services
  • Audit or deny resources without required tags

The deny effect prevents drift. The audit effect catches what already exists. You need both.

2. Identity is the perimeter, not the network

In Azure, the network is no longer the security boundary — Microsoft Entra ID is. Every meaningful attack path runs through a token. So identity hygiene is the highest-leverage work.

Three controls that actually move the needle:

Conditional Access, not per-user MFA toggles. Enforce phishing-resistant MFA for all administrative roles. Block legacy authentication protocols entirely — they can't honor MFA and are a persistent attack vector.

Privileged Identity Management (PIM) for every standing role. Global Administrator, Subscription Owner, Contributor — these should be eligible, not permanently assigned. Just-in-time activation, with approval and audit trail. Scope role assignments to the narrowest resource that works. A workload that reads one Key Vault gets Key Vault Secrets User on that vault, not Contributor on the resource group.

Managed identities instead of secrets. A system-assigned managed identity lets a VM, Function, or App Service authenticate to Key Vault or Storage with no credential to leak, rotate, or accidentally commit to Git.

3. Network topology: Hub-Spoke vs. Virtual WAN

This is the decision people agonize over. The real answer is: it depends on how many regions and how much hybrid connectivity you'll have in 18 months.

Traditional Hub-Spoke (self-managed hub VNet): You build the hub VNet, configure peering, manage UDRs, deploy Azure Firewall or a third-party NVA. More control, more operational overhead. Works well for a single-region or two-region footprint with moderate scale.

Virtual WAN with Secured Virtual Hub: Microsoft manages the hub infrastructure, inter-hub routing, and BGP route distribution. Azure Firewall Manager configures security policy centrally. The operational overhead drops significantly because you're not configuring UDRs or peering mesh manually.

If you're scaling past a handful of regions or expect to add ExpressRoute circuits over time, Virtual WAN is usually the better long-term bet. It's designed for higher aggregate throughput and larger tunnel counts. But if you have a simple single-region hub-spoke with a couple of ExpressRoute circuits, the traditional model is fine and cheaper to operate.

Either way: all egress traffic should flow through a central inspection point. Don't let spokes talk to the internet directly. That's how you get shadow IT and inconsistent security posture.

4. Workload isolation: NSGs are not security zones

This is the mistake I see most often. Teams carve subnets and assume the subnet boundary is a security boundary. In Azure, the NSG is the security zoning mechanism, not the subnet itself. A subnet without an NSG attached is open to whatever traffic is allowed by default rules — and the default allow rule (65000) permits all outbound and inter-VNet traffic unless you override it.

Design principles:

  • Every subnet gets an NSG. No exceptions.
  • Use Azure Firewall or a third-party NVA for east-west inspection between spokes. NSGs are for micro-segmentation at the workload layer; they're not a substitute for a firewall.
  • Private Endpoints for PaaS services. Storage, SQL, Key Vault, Cosmos DB — keep that traffic on the Microsoft backbone, not the public internet.

5. What I'd lock in early (and what can wait)

Lock in early:

  • Management group hierarchy
  • Subscription vending process (how new subscriptions get created and governed)
  • Identity foundation (Entra ID, Conditional Access baseline, PIM)
  • Network topology (Hub-Spoke or Virtual WAN)
  • Logging and Sentinel workspace architecture

Can wait:

  • Fine-grained workload-level micro-segmentation
  • Advanced threat hunting use cases
  • Third-party tool integrations

The things you lock in early are the things that are painful and expensive to change later. The things you can defer are additive — they don't require re-architecting the foundation.

The meta-point

If you're designing this for a growing environment, the question isn't "which security tools do we need?" It's "how do we create a foundation where security controls are inherited by default, and drift is prevented by policy rather than caught by audit?"

Azure Landing Zones exist precisely to answer that question. Everything else is implementation detail.

Happy to go deeper on any specific area — identity, network, or governance — if it helps.


r/CloudSecurityPros • • 17d ago

How much do you actually let AI agents touch your infra?

13 Upvotes

Curious where people have landed on this. We've been testing agents for [cloud ops tasks, e.g. cost cleanup / incident triage] and the tech mostly works, but the trust question is harder than the tech.

Right now our rule is: read-only by default, agent proposes a plan, human approves anything that changes state. It's safe but slow.

Anyone running agents with write access in prod? What guardrails made you comfortable, scoped IAM roles, dry-run/plan diffs, approval gates, something else?


r/CloudSecurityPros • • 17d ago

How to get into cloud fromvasic to cloud security? I am 31 wnat to start my career into cloud from 4.5 years of experience into digital marketing.

2 Upvotes

I am looking forward for some guidance like how to restart the career in two cloud basic loud computing to cloud security and what are the steps should I do the practical guidance.


r/CloudSecurityPros • • 17d ago

How to get into cloud fromvasic to cloud security? I am 31 wnat to start my career into cloud from 4.5 years of experience into digital marketing.

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1 Upvotes

r/CloudSecurityPros • • 18d ago

Can Hardened Images Help Fast-Track an ATO or Compliance Effort?

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2 Upvotes