Automate your on-call runbook Struct cross-references logs, metrics, traces, and your codebase to accurately root-cause eng alerts and bugs.

San Francisco, CA
Joined August 2024
Struct retweeted
In 2026, code is written faster than we can physically read it. 25 PRs before lunch. Your whole app rewritten in Rust in 18 hours. But reliability hasn't kept up. Monitors are an afterthought, alerts pile up ignored, and when prod breaks, your customers notice first. That's why we're launching Struct: the AI Production Engineer. It reads every PR you ship, creates monitors for each one, and fixes things when they break. (Humans optional.) Keep moving at AI speed and never think about monitoring again.
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Struct retweeted
today we're launching struct - the on-call agent every team deserves. and we're making it free. no sales call. 5 min setup. 80% faster on-call.
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huge thanks to @rishabhmjain for the shoutout on @saasoperators -- one of the highest signal-to-noise pods out there and if you also wanna start automating your on-call, shoot me a dm 👋
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Struct retweeted
This morning, @nimeshmc, co-founder of @edgedive (YC F24), joined us to talk about how startups can turn customer feedback into a competitive advantage. We covered: • Why most companies collect feedback but never act on it • How high-performing teams close the loop with customers • The future of AI support engineering and how teams can scale feedback loops autonomously Thank you, Nimesh, for the thoughtful conversation and perspective.
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hey @sama, loving the dev day so far! really excited about ChatKit, seems really powerful. oh btw, i happen to own chatkit.ai because we thought embeddable chat experiences were gonna be amazing with AI back in '23 (though we pivoted since then). great minds think alike! anyway, happy to hand it over for the low, low price of a small seed check into @edgedive. my DMs are open 🙏🏽
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.@Edgedive helps you understand what your customers are actually saying. They make it simple to collect, tag, and synthesize all incoming feedback from every channel (linked to your CRM) so you can focus on building something people want. Congrats on the launch, @meksikanpijja & @nimeshmc!
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Fed rates are staying put, but what's that mean for mortgage rates? Fed rates are correlated with but don't always predict mortgage rates - 10yr treasuries are better. That's why mortgage rates actually *increased* despite the Fed's rate cuts earlier this year - see chart:
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Trump's vowing “emergency price relief” for housing: fewer regs should mean more supply and lower costs, but tariffs & deportations = pricier labor/materials. Also, most regs are state & local, so impact? 🤷‍♂️ But hey, your toilets will flow greatly again 🚽✨
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if you're not quite financially or spiritually ready for the SFH lifestyle, you can @usebramble to easily find super dog-friendly condos
I'm a real estate agent. The reality is buyers want a single family home. Not a condo. Not a townhome. You know why? 90% of the time, it's because they have or want to get a dog. 🐕 I swear. No one is having kids in their 20s anymore. But they all have "fur babies." 😂
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