Temporal

4 of many sessions coming to Replay 2026 👀 San Francisco May 5-7 - @amasad from @Replit - @dkundel from @OpenAI - @samuelcolvin from @pydantic - Catherine Zhang from @blocks replay.temporal.io

"Do. Or do not. There is no try." Yoda had clearly never dealt with a flaky third party API. There is absolutely a try. There are several tries. There is a retry policy with exponential backoff. (May the Fourth be with you.)

If you lead an engineering team and you're figuring out what building in the agentic era actually looks like, check out We Built What? Our Replay sponsor Augment Code sits down with engineering leaders every week to talk through what actually matters: what going AI-native means in practice, what to measure, and where the real unlocks are. New episodes every Thursday: youtu.be/n-VGqrRK2vk?si…

Broke my favorite mug from @temporalio today... here's the aftermath :(

Big thanks to @GridDynamics for sponsoring #Replay2026. They built their entire enterprise agentic AI platform on Temporal. So if you want to talk to someone who's done it at scale, you know where to find them May 5-7 👀 If you haven't gotten your Replay ticket yet, use code LASTCHANCE75 for 75% off: replay.temporal.io

Replay is alllllmost here. Excited to have @augmentcode with us as a sponsor. AI across your entire SDLC. Built for enterprise codebases. Agents that keep working even when your team isn't. More details: augmentcode.com/?utm_source=we… Find them at Replay next week and say hi.

A machine goes down. With Temporal, you can basically ignore it. Full state intact. No repeated steps. Picks up where it left off. "It brings the joy back to programming." –Tom Wheeler Episode 1 of our @TechstrongTV series is live: techstrong.tv/videos/tempora…

I'll be in SF next week for @temporalio Replay Already added some great-looking talks to my schedule: @samuelcolvin (Pydantic) on durable agents and long-running AI workflows @cursor_ai 's Jeremy Stribling on building agentic consumer products @GradientLabsAI's Eliot Miller on real-time voice agents If you're at Replay or in SF next week and working on customer/consumer-facing AI, send me a DM. Would be great to meet.

Temporal has achieved the AWS AI Competency in the Agentic AI Tools category! This recognizes our work helping engineering teams build and operate reliable AI agents at scale. Read the announcement: temporal.io/news/temporal-…

Agentic AI needs infrastructure that actually works in production. Today we're doubling down. 🚀 Welcoming Chkk and Adviser Labs to Temporal — two teams with AWS-scale distributed systems experience and Stanford AI research who were already building on Temporal before we ever called. More at Replay next week👀 In the meantime, read more about this: temporal.io/blog/doubling-…

Deploying new Workflow code while Workflows are in flight is a trap. Michael Jones walked through breaking a research agent Workflow mid-run, then fixing it with Temporal Worker Versioning on Kubernetes. Old Workers drain. New Workflows route to new Workers. Nothing blows up. Great hands-on lab 👉temporal.io/blog/safe-depl…

Heading to #Replay2026 and curious about evals? @braintrust's new evals course has everything you need to get started. Fourteen modules, one hour long, no experience required, and completely free. More here → braintrustdata.link/evals-course

🚨 Last call to register for our Secure Your Temporal Agents workshop with @Tailscale at #Replay2026🚨 Don't miss the chance to learn Aperture from the experts. Register and use TAILSCALE75 for 75% off: replay.temporal.io/schedule/secur…

We're excited to have @bitovi as a sponsor of #Replay2026! If you're attending, make sure to swing by their booth and say hello. No Replay ticket yet? It's next week in SF! Use code BITOVI75 at checkout and we'll see you there: replay.temporal.io

We teamed up with AWS to write about one of the hardest problems in agentic AI: making it actually work in production. The piece walks through how Temporal and Amazon Bedrock AgentCore work together to handle the hard stuff: long-running workflows, human-in-the-loop approvals, retries, state persistence across failures. The kind of things that separate a convincing demo from infrastructure you'd actually bet your business on. Read it: aws.amazon.com/blogs/apn/how-…

Our friends at @Apple just shipped v1 of the Temporal Swift SDK! 🎉 📱 Linux, macOS & iOS ⚡ Built on Swift Structured Concurrency 🎯 Workflow & Activity macros Durable execution has arrived in the Swift ecosystem. 🔗 github.com/apple/swift-te… #Swift #DurableExecution

your largest customer uploads 10,000 files to analyze your queue: 💀 your SLA: 💀 your on-call engineer: 💀 we built a fix for this. come hear about it may 14th pages.temporal.io/webinar-priori…

Scaling an AI product is exciting until: - bursty inference traffic causes serious latency issues - massive background jobs interfere with critical workloads - multiple users are competing for limited compute Our Task Queue Priority & Fairness gives AI teams the controls they need to reserve fast paths for high-value requests, prevent big jobs from starving critical ones, and allocate compute intentionally across users and tiers. Join us 5/14 to see how it works. Recording sent if you can't make it live. Register: pages.temporal.io/webinar-priori…

Those prod problems you encounter with AI are a tale as old as time. The same challenges we hit in the microservices era (EDA, state management, orchestration) are back, just faster and harder. New article unpacking it all: temporal.io/blog/what-agen…

Lions and tigers and billing agents, oh my. If you're running an agent fleet right now, there's a decent chance it smells more like a zoo than it sounds like an orchestra. temporal.io/blog/from-agen…

What if your LLM could write the workflow instead of your engineers? That's what XY built: a YAML DSL on top of a single Temporal Workflow class, where a Planner Agent generates healthcare automations from plain English. Claims processing, lab results, patient records all reliable enough to trust with PHI. Learn how here: temporal.io/blog/xy-build-…