Pallet are on a mission to revolutionize global logistics. Their AI agent copilot replaces legacy manual freight workflows parsing messy data, reconciling systems, and automating transport operations across the world. ↓ Read their customer story

Our open source projects are designed to teach core concepts. The product image generator demonstrates how to: → Batch trigger multiple AI generations in parallel → Trigger runs from the frontend and subscribe to updates → Pause task execution for webhooks with Waitpoints Here's how it works ↓

The recent AWS outage reminded us how much even the best providers can fall over sometimes. → So we made our deploys more resilient. You can now deploy locally built Docker images even when our build service is down.

You can now override the concurrency limits on a queue from the API or dashboard. Very useful if you need to temporarily increase the concurrency for a queue or update the concurrency limits programmatically. See how it works ↓

✅ Trigger​.dev is now SOC 2 Type II compliant. This security milestone reinforces our commitment to keeping your workflows and data secure, so you can focus on building. 👇

We're live on Product Hunt! We're announcing again our v4 launch: - Trigger.⁠dev v4 GA - Preview branches - Bulk actions - 4x concurrency, static IPs and multi-region workers - MCP server & agent rules www.producthunt.com/products/tr...

We've been putting a ton of work into Cloud reliability and performance lately, especially during peak usage: 1️⃣ Implemented a new scheduling strategy 2️⃣ Deployed a custom k8s operator 3️⃣ Configured parallel image pulls and aggressive garbage collection

🚀 You can now connect your GitHub repo to Trigger so tasks deploy automatically when you push. No need to manually deploy or use custom CI scripts.

✨ Adding AI agents to your app shouldn’t require you to re-architect your product. With Trigger you start with a foundation that compliments your stack and scales with you. Here are the 6 main pillars we provide ↓

Developers need to be able to easily debug when things go wrong. We use @opentelemetry (OTEL) for our run logs, giving you a lot of detailed info about your tasks. It also allows us to support: ⚗️ Adding additional instrumentation 🛩️ Exporting your logs and traces to other external tools ⬇️

Capy is the AI software engineer that ships dozens of features in parallel. Rather than the usual process of having to run many concurrent Claude sessions, alt-tabbing between terminals, and manually checking progress, the Capy team have re-imagined the AI agent DX from the ground up.👇

When AI agents or workflows call databases or APIs, two things can become really important: → having static IPs so you can connect to prod DBs, enterprise APIs etc. → running in the right geographical region for low latency or compliance Trigger now supports both. Here’s how they work 🧵

Considering a new job role 👀? We've just opened up new engineering positions and would love to hear from you if you are a: → Support Engineer → Senior Backend Engineer Apply below ↓

Global lifecycle hooks let you run shared logic and initialize common resources during task execution across all tasks: 🌍 Register once, run across every task
 🛠️ Perfect for logging, alerts, metrics, and shared setup
 🔌 'locals' shared state, useful when disconnecting databases during waits 👇

Today we’re opening a new role: Support Engineer Trigger is growing fast and keeping up with our support demand is a high priority. If you love helping developers, solving issues, and improving products, this role is for you. Read more about this role and apply: trigger.dev/careers/sup...

Managing background work isn’t just about running tasks – it’s about controlling how they run. In Trigger you can: ⏸️ Pause queues instantly (demo 👇) ⚡ Prioritize critical runs 📊 Monitor queue stats in detail

Generate professional marketing photos from any source image in our latest open-source example project: ✨Image gen using Replicate & Google's Nano-Banana model ✋ Pauses task execution until Replicate webhook callback is received ⚡️ Trigger and subscribe to runs from Next.js using Realtime

Human-in-the-loop workflows are great for forcing approval steps in AI agents. Here's how to build one using Trigger ↓

🌍 Automated web monitoring made easy with Trigger and Anchor Browser: 🔥 Our latest example project is an automated Broadway ticket monitor that finds the cheapest same-day shows every day at 5pm ET How it works👇

Here's what we're working on over the next 3 months and beyond to make building and running AI agents easier: ⚡ Sub-500ms cold starts with MicroVMs 🛠️ Agent toolkit 🔗 GitHub & Vercel integrations 📊 Better logging with ClickHouse 📈 Advanced metrics ↓

Most AI coding rules go stale pretty quickly. You install ⁠a rules file once, forget to update it, and end up with deprecated patterns. We chose a better approach for our MCP agent rules: ⚡️ Automatic updates via CLI 🛠️ Cross-tool compatibility (10+ editors) ✨ Specialized Trigger-specific rule-sets

HeroUI (⭐25k, 600k monthly downloads) migrated their complex deployment pipeline to Trigger.dev. Their problem: ⚙️ Managing 3-minute multi-step deployments (build → deploy → CDN → domains) while showing real-time progress to users. How we helped them solve it👇

🔥 Big thank you to the dev / OSS community for the ongoing support, we appreciate it! ⭐️ 12.1k GitHub stars 👽 3.9k Discord members

🚀 Launchweek 2 is a wrap. Here's everything we shipped: Day 1: 🚀 Trigger​.dev v4 GA Day 2: 🌿 Preview branches Day 3: 🚛 Bulk actions Day 4: 🌎 4x concurrency, static IPs and multi-region workers Day 5: 🎛️ Official MCP server & agent rules ↓↓↓↓↓

Launchweek 2 → Day 5 Today we are excited to announce our... 🚀 Official MCP server & agent rules We believe the future of developer tools isn't dashboards — it's agents. As AI coding assistants become integral to how developers work, we're building our platform with an agent-first approach. 👇

Launchweek 2 → Day 4 It's a big one! 🔥 4x concurrency 📍 Static IPs 🌎 Multi-region workers ☁️ v4 move to AWS Let's get into it ↓

Launchweek 2 → Day 3 Introducing: 🚛 Bulk actions You can now cancel or replay multiple runs at once directly from the dashboard. Bulk actions are essential when: ⚡ Dealing with a handful of runs or millions ✋ Canceling accidentally triggered runs ♻️ Replaying failed runs after fixing bugs 👇

Launchweek 2 → Day 2: 🧪 Preview branches Create isolated deployed environments for each branch of your code, allowing you to test changes before merging to production. This means "the intern" (you) can now ship their (your) bugs to preview branches, rather than straight to prod 🤝. Learn more👇

Launchweek 2 → Day 1 We're excited to announce that Trigger​.dev v4 is officially out of beta and is now Generally Available! 🔥 Warm starts 💁‍♂️ Human-in-the-loop 🔔 HTTP Callbacks 🎛️ Queue priority 🥯 Bun + Node 22 runtimes 🐳 Self-host with Docker or K8s ↓ And so much more…

Excited to share the latest ray.⁠so partner theme for Trigger.dev! Beautiful collab with @DKP__ @maverickdotdev Try it -> ray.so/triggerdev

🚀 Launchweek 2 drops on Monday! Don't forget to register so you don't miss the first announcement. 📦 trigger.dev/launchweek/2

We want you to spend less on Trigger.dev. So we put together a guide for doing just that ↓

Update: We’ve made the decision to delay Launchweek 2 by one week → 📆 Aug 18–22 We could ship now, but we’d rather ship something we’re completely happy with. Thank you for your patience! 🙏

Launchweek 2 is just around the corner! Don't forget to register so you don't miss the first feature drop. 📦 trigger.dev/launchweek/2

🚨 The Tinybird Live build-along session is starting in 5 minutes! 🚨 Learn how to build an Uptime Monitoring Service from scratch in a Live Coding Session using: - Lovable for the application layer - Tinybird for the data layer and real-time APIs - Trigger for background tasks 👇 Join the session

Learn how to build an Uptime Monitoring Service from scratch using Tinybird, Lovable and Trigger. 🗓️ Wed, August 6th 4:30 PM GMT+1 🕊️ Tinybird for real-time analytics and data flows 🩷 Lovable for the front-end UI layer ✨ Trigger.dev for the workflow automation and scheduled tasks 👇 Sign up below

Launchweek 2 starts next Monday! Aug 11–15 → a full week of feature announcements. Register now so you don't miss out: trigger.dev/launchweek/2

We just added billing alerts 📣 Set a spend threshold for your compute usage and we'll email you (+ your team) when you're about to go over. Small feature, but we figured you'd want control over your spend. Nobody likes surprise bills. 💸

Turned our 404 into a breathing exercise – You can probably cancel your Headspace sub now – Thanks Spline! –

✨ 10x faster run filtering using natural language with our new AI-powered filtering feature: 👇

Sick of looking out of your window to decide what to wear for the day? Our AI clothing advisor can help: 🍱 Mastra handles orchestration + tool calls + persistent memory sharing ✨ Uses the @aisdk under the hood ☔️ Custom weather tools ⭐️ Trigger manages task execution + retries + observability

⚡ Our Realtime service now handles over 20,000 updates per second! It wasn't easy to achieve this scale so we had to write about it. (Spoiler, we use the awesome ElectricSQL). ↓

Magic Patterns transforms how product teams prototype by generating UI components using existing design systems. They process 200k+ mission-critical background jobs a month using Trigger: ✨ Generating thousands of UI preview screenshots. 💳 Resetting monthly credits for usage-based billing. 👇

Should AI agents be fully autonomous? Yes and no: 🤖 For predictable agentic workflows full autonomy is effective ✋ For complex agents a human-in-the-loop step is practically non-negotiable Why? 🙋 Qualifying steps can vastly improve final results 💸 Autonomous LLM chains can get expensive 👇

To ship production-grade AI agents you need: ⏱️ Long-running tasks without timeouts 🏋️‍♀️ Durability, retries and queues ⚙️ True runtime freedom ✋ Human-in-the-loop 💬 Realtime apps + streaming 👀 Observability & monitoring We've built it all so you don't have to👇

Self-hosting Trigger v4 now supports Kubernetes: ⚓ Deploy with Helm charts 📗 Official Kubernetes self-hosting docs 📝 Complete deployment guide (🔗 below) Keep reading for an overview ↓

OpenAI Agents for TypeScript SDK + Trigger playground with 7 production-ready patterns. Built for scalable AI with error handling and observability. ✨ OpenAI Agents SDK (Typescript) 👽 Trigger.dev for task orchestration and observability 🔷 Zod for end-to-end type-safety Learn more 👇

Self-hosting Trigger v4 just got way easier: 🐳 Just run Docker Compose 📗 Brand new v4 self-hosting docs 📝 Blog post guide (🔗 below) Keep reading for the tl;dr ↓

🏗️ We’ve created over 50 examples to help you ship faster: 🤖 AI agent and agentic workflows 📹 Processing pdfs / images / videos and more ▲ Next.js + Typescript full stack examples 📊 Trigger tasks from your databases / incoming webhooks Here are 8 of our favorites 👇

🐍 Building full-stack apps with TypeScript but need to run Python scripts? Skip the complex setup. Here's how to easily orchestrate Python tasks 👇