Tensorlake

Announcing the 2026 ComputeSDK Scale Invitational We're launching the first-of-its-kind benchmark showdown for AI sandbox providers — and it's happening June 1st. RSVP Below. The concept is simple: push every participant to spin up and sustain 100,000 concurrent sandboxes under real production-like conditions. Same workload. Same metrics. No cherry-picked results. Cold-start benchmarks are useful, but they only tell part of the story. As AI agents, code interpreters, and large-scale testing workloads grow, scaling performance under extreme load is what actually matters. The Scale Invitational is designed to give developers transparent, head-to-head data where it counts. What we're measuring: → Scale to 100,000 concurrent sandboxes → Cold-start latency (p50, p95, p99) → Success rate All results will be published openly for the entire developer community. This is an open invite. We've already reached out to top performers from our Benchmark Friday series, but we want the community involved too. Know a sandbox company that should be in the ring? Tag them in the comments. Participant announcements coming in the weeks ahead. Full methodology and analysis published after testing day.

It hasn't been easy to get here. And where is here, anyway? A few yers ago I wanted to start a business, a tech startup. While I was still going through a divorce. While grieving my Dad. And while solo parenting my two children, now 10 and 15. It was about support, community, a marketplace, and.. divorce. Some very bad words for most investors. But I did it anyway. And I even raised some funding to get it off the ground. We didn't start in Legal AI. That came later — and it came for a reason We started by wanting to support people. So through all the pivots in my own life, Pivot has also seen a big, necessary, and ultimately very successful pivot. We are living through an Industrial Revolution. Pivots are happening everywhere, to everyone. No business, no individual, will be untouched. So get used to it. Get used to being fluid, open, adaptable. Get used to being resilient. Get ready to flow to where life, the market, and technology takes you. Ride the waves. Because they’re not going anywhere. And actually - they're fun, and it's exciting. To all the women out there - keeping it together, holding the forts, caring for parents, doing pick ups, drop offs, sick days, and board meetings on those same days - I see you. We manage change, we manage lives, we manage businesses and we do it all, for our families, and for ourselves. We do our thing. We keep it together, together. Just remember to have fun while doing it all. I'm so thrilled to be featured in The Times Magazine this weekend, written by the brilliant Ashley Baker, alongside @Lucinda Sanford and Dr Catharine Denning in a piece about exactly my kind of woman. 👇Read the full article here: https://lnkd.in/etuDu3Yh If this resonates, share it. And follow me, Nimrita Dadlani, for posts on legal AI, family law innovation, and life as a female founder in tech.