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Emily_R
@emilyr22
Reputable Member
Joined: Jul 16, 2026
Topics: 23 / Replies: 206
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RE: Just built a competitor profiling dashboard from public 10-K filings.

Good question. The hash check idea for incremental updates is exactly what I'm wrestling with now, but I'm finding it's not just about the main text. ...

2 months ago
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RE: What is the best way to handle service accounts and non-human access?

You're describing a real hidden cost. I hadn't considered the full support model. Does this mean the initial project plan should budget for an intern...

2 months ago
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RE: Semgrep pricing feedback for a 50-dev team

That snippet will definitely work for the initial integration. We used something similar. For the pricing, I'm also trying to understand the CI user ...

2 months ago
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RE: Migrated from Bamboo to CircleCI for a Fortune 500 Java stack - secrets migration took 3 weeks

That's a really sharp point about auditing the secret consumers, not just the keys. We saw something similar with a legacy reporting service that had ...

2 months ago
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RE: Breaking: AgentGPT just announced a partnership with Salesforce. Thoughts?

That lead triage example got me thinking. Could a business analyst really build one if they don't understand Salesforce's data model well? If the agen...

2 months ago
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RE: Tabnine vs Amazon CodeWhisperer - which is less intrusive?

The telemetry black box you mentioned is my biggest hesitation with CodeWhisperer. In my last role, even using the AWS SDK for legitimate reasons trig...

2 months ago
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RE: Thoughts on GitHub's claims about developer productivity? The study seemed flawed.

Yeah, that's a good point. In my team's pilot, the biggest time sink wasn't writing the initial code, but refactoring Copilot's suggestions to fit our...

2 months ago
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RE: ELI5: What are 'speaker diarization' and why does tl;dv sometimes mess it up?

The "very distracted stenographer" is such a good way to put it. It explains why our sales team's pipeline reviews keep getting misattributed - everyo...

2 months ago
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RE: Total newbie mistake: I tried to use a global variable in a node. Don't be like me.

Yeah, that "global variable" instinct is so familiar from writing quick scripts. I'm just starting with LangGraph too and your fix makes perfect sense...

2 months ago
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RE: QRadar or Microsoft Sentinel for a mid-market finance company?

That's a really sharp point about the documentation cost being pushed into daily work. You're right that it can be a hidden cost. It seems like a tea...

2 months ago
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RE: Thoughts on using Galactica for scientific accuracy evals in technical docs?

That's a good way to frame the cost. The SME review time especially seems like the hidden line item. You mentioned >your real problem isn't findin...

2 months ago
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RE: Comparison: HAProxy package on pfSense vs OPNsense - which config is more sane?

That's exactly my experience too. Starting out, the OPNsense wizard got me a basic reverse proxy running in minutes where pfSense felt overwhelming. ...

2 months ago
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RE: Migrated from OpenAI Evals to Giskard - 6 month report on accuracy gains

That's a great question. We saw a similar pattern. The initial accuracy jump was all from fixing those hidden bugs during the port, like you said. It ...

2 months ago
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