Your RAG app might be finding documents that are "close" in vector space but still fail to answer a user's actual question. Two-Stage Retrieval adds a reranking model to score your vector search results. It swaps "Is this similar?" for "Does this answer the question?" https://sforce.co/3OcQyLk

Similarity ≠ Relevance You need answers, not just keyword matches. Below is an AI Search reference showing how to build a production grade enterprise AI search with Heroku Managed Inference + Agents and pgvector. Ensure your RAG search results actually answer questions: https://sforce.co/4rtBE1X

Salesforce’s DET External Experiences Team uses Heroku to power its customer success scorecards, bringing together data from across Salesforce to help CSMs, AEs, and signature customers identify where and how to maximize user satisfaction and reduce attrition. 🔗 https://sforce.co/4bK1SZ5

The Heroku platform now supports new reasoning and efficient open-weight models. You can easily optimize latency by enabling prompt caching with minimal setup. Learn more here https://sforce.co/49OnYHj

👀 See how the Salesforce Digital Enterprise Technology team uses Heroku, Agentforce, and Data 360. Their solutions empower employees with Gen AI integrated in @SlackHQ, extend Agentforce with AppLink, and much more. https://www.youtube.com/watch?v=AmJv09rwc5c

Engineering Agent helped more than 11,000 Salesforce engineers maximize their productivity, bringing insight from structured and unstructured data into thousands of conversations. This digital teammate is projected to save 275,000 labor hours. 🔗 https://sforce.co/45hkufg

Downtime just isn’t an option for Watch Duty. Discover how they built a resilient alert system that scaled to 100K requests/second during the LA fires, keeping 3.5M people informed without a single second of downtime. 🛠️ Sign up here 👉 https://sforce.co/3LfgdCj

Deploy complex Data 360 integrations in days, not months. 💡 The Blueprint for Success: ⭐ Flexibility: Use the best languages + tools for the job. ⭐ Security: Unified models with AppLink. ⭐ Ops Efficiency: Elastic compute for max Data 360 performance. 👀 https://www.youtube.com/watch?v=b5E90lhK83U

The Salesforce Data Migration team switched to Heroku and no longer has to spend three months of project hours setting up just one application processing system. Heroku establishes a framework for them that can be reused and easily modified for every project. 🔗 https://sforce.co/4qLIgZ3

How will automation change our workflows, and how can background agents make us more efficient? Shiva Nimmagadda joins @julianduque.co on the latest episode of Code[ish] to share his thoughts on the near future of AI in the workplace. Listen now to find out. https://sforce.co/4jro3oK

Heroku Managed Inference and Agents now includes leading proprietary models like the full Claude 4.5 family (Opus, Sonnet, Haiku) and Nova 2, as well as open-weight models like Kimi K2 Thinking, MiniMax M2, and Qwen3. https://sforce.co/49trA1t

“You can just try something, write some code, build a new thing, push, and it works.” 💬 Watch the first in a series of special Code[ish] vodcast episodes to hear how Audata is using the platform and connecting it with other services, too: https://sforce.co/3XXfdp4 #Codeish #Podcast #Developer

Heroku now provides access to: ☑️ Proprietary #AI models like Claude Opus 4.5 and Nova 2 ☑️ Open-weight models like Kimi K2 Thinking, MiniMax M2, and Qwen3 🔗 Details https://sforce.co/44viIXy

⏱️ Users of Heroku’s Router 2.0 have reported a massive reduction in latency after upgrading. Check the technical breakdown to see the graph showing how Puma 7 eliminated persistent latency spikes 👉 https://sforce.co/47XpSpH This fix benefits any Ruby app receiving keep-alive connections.

🗞️ Heroku AppLink now uses #JWT Authorization, solving for pains caused by both CI/CD pipelines and traditional web-based flow. This directly addresses the need for automation and is recommended for server-to-server communication. Details here 👉 https://sforce.co/4rRQSyD

Can you and your teams utilize new insights on operational efficiency and developer flexibility? This chat will cover both extensively, led by #Salesforce IT leaders and engineers who’ve put their lessons to the test as true Heroku “Customers Zero.” 📅 Register here: https://sforce.co/3MsVbQI

What have you done in #Heroku AI Studio? It's your workspace for smarter, faster AI app development. Go from prompt to production with greater speed and precision: https://sforce.co/4pA61DM

The Salesforce+ team found itself tasked with a short deadline and a big ask: create a streaming service for all Salesforce content, and it needed to be ready by Dreamforce. Their engineers were able to start quickly and focus on feature development, not infrastructure: https://sforce.co/44cCQNN

Join our fireside chat with #Salesforce IT leaders and engineers, who will show you the blueprint for 👇 1️⃣ Achieving operational efficiency. 2️⃣ Enabling #developer flexibility. 3️⃣ Securing custom integrations. 4️⃣ Accelerating time to value. Register here: https://sforce.co/4owcg9N

Say goodbye to data limits 👋 The new Heroku #Postgres Advanced allows over 200TB of storage and showed over 4X throughput in initial tests. And look, we wrote a blog post about it: https://sforce.co/484UILE

Learn how we eliminated complex, brittle ETL by leveraging Heroku #AIPaaS, achieving sub-minute data freshness and 99.99% uptime across #Salesforce and 20+ Heroku apps, along with real-time insights for our business using Tableau. 🔗 https://sforce.co/44a7Pdj #Heroku #Salesforce #BusinessData

It's just like Jon Dodson to sidetrack our 12-Factor episode by asking special guest Vish Abrams what he thinks about Back to the Future Part II. But don't worry, they get back to the dev talk... eventually. Listen online at https://sforce.co/4kbFkBj

When the Salesforce+ team was tasked with creating a streaming service on a tight deadline with the ability to scale, it looked to Heroku. This gave the team the head start it needed to focus on feature development rather than infrastructure. Read the success story: https://sforce.co/4834CO2

🙅 Eliminate the risks that come with insecure applications. AppLink from Heroku works to ensure that custom apps run securely inside the Salesforce Trust Boundary, giving you and your customers peace of mind. 🗓️ Sign up here: https://sforce.co/47Nycbu

📝 Did you know that .NET 8 and .NET 9 reach End of Support on November 10, 2026? Begin your upgrade to .NET 10 today. Heroku is providing immediate support and help so you can immediately use all the new features: https://sforce.co/4qRrpFb

Hidden Envelope #1: Where oh where could it be? 🕵️‍♀️🕵️‍♂️ Find one around #KubeCon to redeem some special swag. #CloudNativeCon

The claw machine returns! Ready to test your luck? #KubeCon #CloudNativeCon

*As seen at Hartsfield-Jackson Atlanta International Airport, baggage claim and various locations.* 😉 Heroku is excited for all the #KubeCon things this week. See you soon at Booth 305. #CloudNativeCon

@thenewstack.io breaks down what an AI PaaS could unlock for your business and how Heroku lets you ship production-grade AI applications without reinventing your entire stack. Have a read and learn how AI PaaS are empowering the next generation of AI developers. https://sforce.co/4oKkVFW

Discover the blueprint for an Enterprise Data Warehouse built on Heroku AI PaaS that unified data from Salesforce and 20+ Apps seamlessly. 🔗 https://sforce.co/4qMv4ny #Heroku #Salesforce #BusinessData

Your #Ruby apps are now keep-alive ready! The years-long bug in Puma 6 has now been fixed, and we detail the architectural changes made to address it and how things should now speed up for you: https://sforce.co/47xdaMA

Heroku is hitting the road all across Europe for #Agentforce World Tour stops and Innovation Days. We’ll be showing you live our latest AI breakthroughs, real-time data, and more 👉 https://sforce.co/3Ji83rT #AgentforceTour

Come see how #CloudNative Buildpacks are empowering #developers. This #KubeCon session will be led by Salesforce Technical Architect Joe Kutner and Heroku Platform Engineer Joey Brown—you won’t want to miss it: https://sforce.co/47Vh8A0 #KubeCon #CloudNativeCon

Discover what an AI Platform as a Service (PaaS) is and how it simplifies building, deploying and operating production-grade AI applications.

We’re hosting a happy hour with #AWS—don't miss the chance to connect with fellow #CNCF community members in a relaxed setting! Whether you’re a longtime Heroku user or new to our platform, this event’s for you. Register today: https://sforce.co/4hFR8Mg #KubeCon #CloudNativeCon

📣 We’re introducing a foundational upgrade to Heroku Connect. Now, Accelerated Polling can listen to Salesforce Change Data Capture (CDC) to speed up the polling frequency for your key objects. 🔗 Details here URL https://sforce.co/3Ldu8Z8

We can’t wait to see you there! Join us in exploring the Heroku and advanced AI solutions that made this vision a reality. 🔗 Register now: https://sforce.co/479gmOg

Step 1️⃣ Describe your idea like you’re talking to a friend. Step 2️⃣ Let Heroku Vibes build and deploy it. Step 3️⃣ Got another great idea. Repeat. 🔗 https://sforce.co/4ql0cKF

1 happy hour, 2 demos, 3 sessions, and a whole lot of insight. We’ve a lot in store for #KubeCon + #CloudNativeCon, and we can’t wait for you to check out everything: https://sforce.co/4nfALHw

💟 Thank you again to everyone who made Dreamforce such a success. Our partners, our customers, and our employees were all instrumental in creating an innovative and exciting #DF25. Up next: further harnessing the power of #Heroku through new capabilities like AppLink and #HerokuVibes. 💪

🎉 Dreamforce 2025 is in the books, and what an incredible week it was! We're excited to continue innovating. If you checked out #HerokuVibes or AppLink this week, we'd love to know what you thought. #DF25 was incredible, and we're already excited for #DF26.

🤩 Create any app you want, just as easily as sending a quick text to a friend. @bettyjunod.bsky.social is at #Dreamforce all week with the Heroku team, showcasing the power of what we've been up to lately.

#HerokuVibes in action! This is Heroku's new collaborative agent that can turn your brilliant idea into an app in just a few minutes. Our Director of Software Engineering, Jesse White, shows you how it's done. If it looks simple to use, that's because it is. #DF25 https://youtu.be/QwcYHbL0ayg

Welcome to Dreamforce! Chief Product Officer Nitin T Bhat reflects on the new innovations from Heroku designed to assist developers and non-devs alike, including AppLink and #HerokuVibes. #DF25

Today we asked #HerokuVibes to create an app that sells itself to Dreamforce attendees. The result: it did it! 🪧 Stop by in Platform Park with an idea of your own and we’ll make it happen together. #DF25 #HerokuVibes

At Dreamforce this year, we’re excited to introduce new innovations to our #AIPaaS that expand the capabilities of every #Salesforce org and empower new builders. #DF25 🔗 https://sforce.co/4nNVR0K

Your involvement and feedback is critical, so sign up to join the pilot today! We’ll continue rolling out more features, including full support for customers requiring regulatory compliance. 👉 https://sforce.co/4hhlNQ8 #Postgres #Heroku

The antici....................................................pation is really getting to us. Less than one week until Dreamforce! #DF25

Exciting news, developers and literally everyone else! We're launching the Heroku Vibes pilot, our game-changing collaborative agent. Get ready to #VibeCode your projects like never before. #HerokuVibes 🔗 https://sforce.co/46HwA2n

In this #DF25 breakout session, you'll see how Audata used #Heroku and #Agentforce to launch a global media platform. 👏 Their solution has helped them resolve 60% of support cases with #AI and fuel revenue growth by saving on DevOps costs. 📅 Add it to your agenda! https://sforce.co/3VSwAX6