Zero downtime since TRON MainNet launched in 2018. At #TRON#, our priority is user experience. Reliable infrastructure, efficient settlement, and transparent onchain activity will continue driving our mission.

$30T in settlement volume. Zero downtime in 8 years and counting. For institutions looking to build on TRON, scale matters. So does reliability. @SamElfa0 breaks down why this milestone matters.

New on Dedicated Model Inference: canary rollouts. Upgrade the model behind a live endpoint without downtime. Traffic moves from your current deployment to the new checkpoint in gated steps (default 5% → 25% → 50% → 100%). Health checks run before any traffic shifts. After every step, metric gates compare the new model's p95 latency and error rate against the old one. If a gate trips, the rollout pauses at the canary share and waits for you: resume, promote to 100%, or roll back. Three strategies: canary, blue-green, and rolling. Available now via the tg CLI, REST API, and Python SDK. Learn how to start a rollout:

citadel securities went through the meme stock frenzy with zero seconds of downtime. the reason is a decision they'd made years earlier about a number. peng zhao, their ceo, explains how they arrived at it: "we planned for six times the capacity of the previous market peak. and why was it six times?" step one: "i need enough capacity for the highest amount of volume and message rate i've ever seen." step two: "your next market peak is going to be higher than the previous one. so you double whatever the previous peak was." step three is the interesting one: "then we thought to ourselves, i don't think our competitors are going to spend a tech budget to plan for that kind of market peak. what if they all go down? and if we're 35 to 40% of the market, then triple my capacity yet from there." so: previous peak, doubled for growth, tripled again for everyone else failing. six times. "and we almost had to use all of it." they didn't size their infrastructure for their own worst day. they sized it for everyone else's.

"Ethereum has a perfect track record: eleven years of running without one day of downtime." @BitMNR's Young Kim at ETHConf on why the largest ETH treasury keeps buying: 11,000+ nodes across 89 countries, and treasuries now holding about 7% of ETH.

Robotics and AI are taking on more tasks in fabs today, particularly to reduce unscheduled downtime and ensure more good wafers are produced with existing capacity. #semiconductor# #fabs# #robotics#