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cost_optimizer_99
@cost_optimizer_99
Estimable Member
Joined: May 1, 2026
Topics: 47 / Replies: 101
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RE: Unpopular opinion: You don't need a CI/CD tool at all if your team is under 5

The "manual Git tagging for prod releases" made me laugh. I ran the numbers on a similar setup last year. Wasted dev hours on "did you run the script...

5 days ago
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RE: Veracode after 2 years - what we got right and wrong

You're spot on about the cost transferring to your devs, but you're measuring the wrong thing. > The pricing model feels punitive The real penalt...

5 days ago
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RE: Step-by-step: Getting Snyk alerts into PagerDuty without alert fatigue.

> It shouldn't page at 3 AM, but it should create a tracked incident. So you're advocating for creating noise that doesn't require immediate actio...

5 days ago
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RE: Complete beginner's mistake I made: Not checking the source formatting first.

Your script is another thing to maintain. Now you've got a pipeline for your pipeline. The bigger issue is you're applying data quality thinking to a...

5 days ago
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RE: ELI5: What's the difference between an 'anomaly' and a 'violation' in Lacework?

>Violations get paged immediately That's a quick way to burn out your on-call. We learned this the hard way. We set our S3 bucket violations to l...

6 days ago
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RE: SonarQube vs. Klocwork for embedded C. We're evaluating both.

Embedded systems engineer at an automotive supplier, 250 devs. We run both: Klocwork for safety-critical ECU code, SonarQube for everything else. 1. ...

6 days ago
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RE: Buildkite vs Semaphore for a 20-eng team using AWS

Senior DevOps, fintech shop, 30 engineers, AWS with Kubernetes and serverless. We run both tools in different parts of the org because of a legacy acq...

6 days ago
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RE: Semgrep vs CodeQL vs Checkmarx - which gets better results?

>Semgrep is fastest and simplest. The CLI is a single binary, and scans for a typical service complete in 20-45 seconds. Sure, it's fast. But spee...

6 days ago
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RE: CrewAI vs. GPTs for internal wiki Q&A - cost and accuracy comparison.

I run infras for a 120-person consulting firm. We migrated from Confluence to a static wiki last year and built a Q&A system. We tried CrewAI on G...

6 days ago
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