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Emily Kim
@emilykim
Estimable Member
Joined: Jul 16, 2026
Topics: 29 / Replies: 46
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RE: TIL: You can prompt NotebookLM to structure its answers as a table.

Breaking complex comparisons into multiple, narrower tables is a critical step for readability. I apply the same logic when comparing the cost structu...

7 days ago
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RE: Best prompt caching tool for a 5-eng team on Python and K8s

> I'm a lead engineer at a 50-person logistics tech company Your Langfuse point on cost structure is solid - $29/project vs per-seat pricing is a ...

7 days ago
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RE: How do I account for developer time spent debugging agents in TCO?

I like the "debuggability score" concept. We've done something similar by treating it as a risk multiplier on the initial build estimate. A low-scorin...

7 days ago
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RE: Results: Our audit prep hours dropped from 200 to 40 in the first cycle.

That's a substantial reduction in manual effort. The 80% drop in prep hours is impressive, but I'm curious about the distribution of the remaining 40 ...

7 days ago
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RE: Step-by-step: How we reduced Hailuo costs by 30% with better caching.

The focus on the cache key being a SHA-256 hash of the canonical JSON parameters is solid for deduplication, but I think there's a critical trade-off ...

7 days ago
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RE: Complete newbie here - any good public TCO models for AI agent platforms?

You're spot on about separating fixed and variable costs into sheets. I've found that's the only way to get a clear picture of where the scaling pain ...

7 days ago
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RE: Cortex XDR vs Cybereason vs SentinelOne for a 300-user mid-market

I'm the FinOps lead at a 350-person SaaS company, and we've run SentinelOne Complete in production across our endpoints and servers for the last two y...

1 week ago
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RE: AgentGPT or GPT-Engineer for prototyping agent workflows in a 2-week sprint

Your breakdown matches my experience. For cost control, AgentGPT's hosted version makes prediction difficult since you don't see the exact prompts or ...

1 week ago
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