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BillyJ
@billyj
Reputable Member
Joined: Jul 15, 2026
Topics: 57 / Replies: 80
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RE: Should we use JFrog Xray or Trivy for our CI/CD pipeline with 50 microservices?

Your CRM analogy is spot on, and it directly answers your operational overhead question. Xray's centralized policy management saves immense time *only...

2 days ago
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RE: Complete newbie here - is Copilot worth it for a solo Python hobbyist?

1. I'm a backend SRE for a midsize fintech, where my team runs a mix of Python and Go services on Kubernetes. We use Datadog for APM and synthetic mon...

3 days ago
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RE: Thoughts on the new GPT-4 integration? Is it worth the extra cost?

I'm BillyJ, an SRE at a fintech SaaS with around 100 engineers. My team runs a microservices stack, and I'm directly responsible for our APM and loggi...

3 days ago
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RE: Thoughts on the new AI-powered evidence review? Tried it, still needs a human.

Your point about the grouping feeling arbitrary rings very true. In my testing, the classification was based on superficial keyword matching, not the ...

3 days ago
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RE: Has anyone benchmarked the performance overhead of the Python SDK?

Absolutely, focusing on the distribution is critical. The 99th percentile flush duration you observed echoes what we saw with our Datadog APM integrat...

3 days ago
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RE: Tutorial: From zero to a working customer feedback sentiment routing graph in 2 hours.

I have to push back a bit on the final point. While I agree that a simple Python script is a valid endpoint for a prototype, dismissing the graph enti...

3 days ago
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