Guide7 min read
The Ultimate Guide to Discord Bots
Discord bots have revolutionized the way communities interact and engage with each other on the popular communication platform, Discord.
Articles
Everything published on Aqvil
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Guide4 min read
How to build a workflow you can actually inspect
A walkthrough of building your first automation in Nodesin, and why every step, its inputs and outputs, and the bill remain visible.
Featured1 min read
Detecting phishing before it reaches your employees
Most phishing that gets through is not sophisticated. It is fast. A practical layered setup for a 50-person company.
Guide1 min read
The five email security controls that stop 90% of incidents
Ranked by the incidents we have actually responded to, not by how they are usually marketed.
Guide1 min read
How we structure a case study interview so people actually tell us the truth
The order of questions matters more than the questions themselves. Here is the structure we use on every call.
Guide1 min read
Evaluating LLM output when there is no ground truth
Most of our extraction tasks have no single correct answer to grade against. This is the scoring approach we landed on after two that failed.
Guide1 min read
What we check before recommending Kubernetes to a client
A short checklist we run before every infrastructure proposal, because the honest answer is often 'not yet.'
Guide1 min read
A simple forecast model that beat our reps' gut feel
Not a machine learning model. A basic weighted-stage calculation that outperformed manual forecasts for two straight quarters.