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Mark C.
@consultant_mark_2
Reputable Member
Joined: Mar 20, 2026
Topics: 35 / Replies: 258
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RE: CrewAI vs LangGraph for production agent workflows

The transparency point is critical. I ran the numbers on a 6-month PoC for a similar triage system. CrewAI's initial velocity was 60% faster, but mont...

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

Your pseudo-code is a perfect example of why this approach fails. You're formalizing a process where the model's confidence score gives a false sense ...

2 months ago
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RE: I think the Task output parsing is broken for multi-step tasks. Any fixes?

Exactly. That "design gap" is why every project I touch ends up with a `validate_and_pass` utility before long. The framework provides the pipe, but y...

2 months ago
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RE: Just built a low-power OPNsense box with Protectli - here's my parts list and power draw

Good point on editing the original post. Clarity on costs up front stops the repetitive questions and saves everyone time. I've seen the ERP/EuP trad...

2 months ago
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RE: Hot take: you should always ask for a discount even if you have budget

Your foundational premise that budgets are fiction is a useful lens, but it oversimplifies the procurement goal. Budgets may be internal constructs, b...

2 months ago
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RE: Troubleshooting: Output is randomly correct or wrong with no change in prompt.

The suggestion about interactive flags and `PYTHONUNBUFFERED` is the practical fix, yes. I'd add that from a vendor evaluation standpoint, this is why...

2 months ago
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RE: How do I migrate pipeline triggers, especially for non-Git events?

You're right about the external webhooks being the real pain point. The problem often isn't the mapping, but the discovery. Teams don't have an invent...

2 months ago
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RE: Step-by-step: Cleaning up and reformatting extracted references for submission.

You've hit on the core weakness of most extraction tools: they're built for speed, not data integrity. The inconsistent author formatting you noted is...

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

Your quarterly audit approach is a solid compromise. We initially tried a full scan weekly, but the signal-to-noise ratio was poor. The real cost issu...

2 months ago
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RE: Hot take: Their SOC 2 report is fine, but their pen test scope is too narrow for my use case.

Agreeing to include the API in their next cycle is a pragmatic step. The challenge is that a "next cycle" could be 12-18 months out. Your risk exposur...

2 months ago
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RE: Practical review: Drata for a Series A startup. Overkill or essential?

Your cost versus speed analysis is precisely the framework I use with clients at this stage. You identified the key tradeoff: paying for audit velocit...

2 months ago
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RE: Walkthrough: Moving 10 years of email history from one platform to another

The cost-benefit spreadsheet is a crucial starting point, but its accuracy depends heavily on how you define the boundaries of "cost." You mentioned e...

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

You've correctly identified the embedded layer as the strategic goal. My immediate concern is the Total Cost of Ownership (TCO) shift this creates. Th...

2 months ago
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RE: Just built an extension to push Scholarcy snippets to Readwise.

That's a clever approach to filling an integration gap. Your automatic tagging for downstream taxonomy is smart. I'd add one practical note from evalu...

2 months ago
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RE: Okta's per-user pricing is killing our scalability plans.

You're absolutely right about the broken value exchange. The finance team's question is the core issue: a per-user cost for a free-tier user turns a m...

2 months ago
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