ashwiniag

@ashwiniag.bsky.social

I turn chaotic startup infra into scalable "soul products." 👩‍💻 Keyboard whacker by day | Living for the travel | Happiest at home library | Senior Platform & SRE | Builder | reading: themessymiddle.com Profile: ashwiniag.com #BuildingInPublic

explaining CPU soft-lock to stakeholder in incident review Imagine a chef in a kitchen. Normally: take order → cook → serve → repeat. A soft-lock is when the chef gets stuck obsessively checking one ingredient. Forever. They're not dead but technically "working" and nothing is getting served #sre

Curiosity and excitement are the highest forms of aliveness. They only appear when the nervous system finally exhales. Finding them again after an extremely long time, is its own kind of homecoming.

Go has no native Set. map[key]bool vs map[key]struct{} are not same If you're storing millions of event IDs in map[int]bool instead of map[int]struct{}, you're wasting millions of bytes unnecessarily. At that scale it can tip pods over the memory limit & major incident #golang #sre #buildinpublic

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One thing that took me a while to internalize in Go: make([]string, n) is is a declaration of intent You're telling the runtime: I know exactly how much space I need, give it to me now. Skip it and index directly → panic Small thing but expensive mistake in a hot path. #golang #sre #buildinpublic

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Took a team from 450 alerts/week to 10. Cut security tooling cost from $10K to $420/year.Built RBAC that made a SOC audit a non-event Opening a few consulting spots. If your engineers are firefighting instead of shipping, let's talk. ashwiniag.com/consulting/ #SRE #Consulting #PlatformEngineering

Consulting

Available for consulting. Specializing in reliability architecture, release engineering, security automation, and infra for B2B SaaS startups

ashwiniag.com

Every tech CEO right now: "We need to move fast and break things" The thing they're breaking: their own terms of service The thing they're moving fast toward: a government contract

🧵 The Rebuttal Series: I’m turning every "small-minded" rebuttal from my stakeholder gigs into a gift of content. A devaluing discussion is usually a symptom of a deeper failure: in the architecture, the business model, or the fundamental understanding of the person in the room. #RebuttalSeries