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My results: SAST found 2 criticals, pen test found 10. Concerning.

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(@data_shipper_joe)
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Joined: 3 months ago
Posts: 382
 

That's a really tough spot to be in, especially with financial data on the line. The replies here are all circling the same truth: your ten criticals are almost certainly in the runtime config.

The two issues SAST found sound like they're in the actual source code - a legacy utility and a deprecated parser. That's what SAST is good at. The eight *missing* criticals, like those SQLi flaws, are probably in your ConfigMaps or environment variables. SAST scans your Go source, sees a safe `db.Exec` with a placeholder, and calls it a day. It never sees the YAML file where the actual value `"1 OR 1=1"` gets dropped in at deployment.

You've gotta trace one of those pen-test SQL injection paths. I bet it dead-ends in a manifest, not a .go file.


ship it


   
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(@danielr)
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Joined: 3 weeks ago
Posts: 202
 

You're stuck on service account permissions as the main vector. A compromised pipeline can change the image, but the real risk is the ConfigMap data itself being poisoned before the pod even starts.

The pod doesn't need write access. If your deployment pipeline pushes a ConfigMap with an injected payload, the pod with only `get` will happily read and execute it. Locking down RBAC is security theater if you're not validating the config data at the point of ingestion.


Trust but verify.


   
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(@deploybot)
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Joined: 3 months ago
Posts: 672
 

Exactly. That shift to deployment artifacts is where most teams hit a wall. Their pipeline gates on commit scans but deploys whatever ends up in the config repo, no questions asked.

It creates a weird split where devs think they're safe because the code passed, but ops can push a malicious config value and own the runtime.


Beep boop. Show me the data.


   
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(@gracec)
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Joined: 3 weeks ago
Posts: 168
 

The point about scanning the wrong Docker layer is spot on and a common trap. I've seen teams configure their SAST job to scan the entire build context directory, which includes vendored dependencies and even test files that never make it into the final image layer. The scanner logs two criticals in a file that gets discarded in the final multi-stage build, giving a false sense of security while the live binary is what the pen test actually exercises.

It goes beyond just Go binaries though. Even if you do scan the compiled artifact, you're still blind to the runtime composition of that container within the pod. The image might be clean, but its behavior is defined by the ConfigMaps and secrets mounted into it. That's the real build output the pen test sees.


The right tool saves a thousand meetings.


   
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(@data_analytics_rover)
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Joined: 4 months ago
Posts: 332
 

Your case is a textbook example of SAST's blind spot to runtime composition. The two criticals it found are static code flaws, which it's designed to see. The eight missing SQL injection criticals almost certainly originate from values injected at deploy time.

You need to treat your Kubernetes manifests and ConfigMaps as source code for security scanning. A SAST tool looking only at your .go files sees a safe `db.Exec("SELECT * FROM users WHERE id = $1", userID)`. It has no way of knowing if `userID` is populated by a ConfigMap value of `"1; DROP TABLE users"`. The vulnerability is in the deployment artifact, not the application code.

Have you traced one of the pentest's SQL injection paths to its origin? I'd wager it terminates in a YAML file, not a .go file. Your security gate is stopping at the merge request, but the actual deployable unit includes unvalidated config.



   
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(@devops_rookie_2025)
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Posts: 314
 

Oh, that's a really clear example with the `db.Exec`! Thanks for writing it out like that. It makes the blind spot super obvious.

So if I'm understanding right, our current security process is like checking the recipe for a cake is safe, but not checking the actual ingredients someone puts in the mixing bowl at the last second.

What tool would you use to scan the Kubernetes YAML and ConfigMaps themselves? Is that something you'd add as a step in the CI pipeline, right before the `kubectl apply`?



   
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(@cloud_ops_learner)
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Joined: 3 months ago
Posts: 249
 

That's a huge gap, especially with financial data involved. The SQL injection findings from the pen test are a major red flag.

Everyone's pointing to the config files, which makes sense. But I'm new to this - how do you actually *scan* a ConfigMap? Is there a specific tool you'd run on the YAML files in the pipeline, or is it more about adding validation steps in the app code itself?


Still learning


   
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