# Messaging

Messaging is a software architecture mechanism in which applications exchange data through channels such as queues, topics, and event buses, often asynchronously.

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## Build a WhatsApp AI agent with Appwrite Functions and TablesDB

DevFeed: [Build a WhatsApp AI agent with Appwrite Functions and TablesDB](<https://devfeed.tech/articles/build-a-whatsapp-ai-agent-with-appwrite-functions-and-tablesdb-31445.md>)

Original publisher: [Read original article](<https://appwrite.io/blog/post/whatsapp-ai-agent-appwrite-functions>)

Author: Atharva Deosthale

Published: 2026-09-16T00:00:00Z

Content type: tutorial

Language: en

Sources: [Appwrite Blog](<https://devfeed.tech/sources/appwrite-blog.md>)

Topics: [Appwrite](<https://devfeed.tech/topics/appwrite.md>), [AI Agent](<https://devfeed.tech/topics/ai-agent.md>), [Messaging](<https://devfeed.tech/topics/messaging.md>), [Serverless](<https://devfeed.tech/topics/serverless.md>), [API](<https://devfeed.tech/topics/api.md>), [Database](<https://devfeed.tech/topics/database.md>)

Tags: [ai](<https://devfeed.tech/tags/ai.md>), [ai-agent](<https://devfeed.tech/tags/ai-agent.md>), [api](<https://devfeed.tech/tags/api.md>), [app](<https://devfeed.tech/tags/app.md>), [build](<https://devfeed.tech/tags/build.md>), [data](<https://devfeed.tech/tags/data.md>), [database](<https://devfeed.tech/tags/database.md>), [messages](<https://devfeed.tech/tags/messages.md>), [messaging](<https://devfeed.tech/tags/messaging.md>), [meta](<https://devfeed.tech/tags/meta.md>), [serverless](<https://devfeed.tech/tags/serverless.md>), [support](<https://devfeed.tech/tags/support.md>), [tutorial](<https://devfeed.tech/tags/tutorial.md>), [tutorials](<https://devfeed.tech/tags/tutorials.md>), [whatsapp](<https://devfeed.tech/tags/whatsapp.md>)

### AI overview

This tutorial shows how to build a WhatsApp AI support agent with Appwrite Functions and TablesDB. One function receives and stores incoming messages, while a second function retrieves conversation history, uses an order-lookup tool, sends replies through Meta's WhatsApp Cloud API, and stores the responses. Conversation summaries help keep long threads within the model's token budget.

### Source excerpt

Turn a WhatsApp number into an AI support agent. Two Appwrite Functions receive messages and reply, TablesDB keeps the conversation history, and a compaction step keeps the context small.

## Announcing Meta Business Messaging MCP: Set up and manage WhatsApp Business from your AI agent

DevFeed: [Announcing Meta Business Messaging MCP: Set up and manage WhatsApp Business from your AI agent](<https://devfeed.tech/articles/announcing-meta-business-messaging-mcp-set-up-and-manage-whatsapp-business-from-your-ai-agent-26984.md>)

Original publisher: [Read original article](<https://developers.facebook.com/blog/post/2026/09/15/whatsapp-business-messaging-mcp-ai-agent/>)

Published: 2026-09-15T14:00:49Z

Content type: release

Language: en

Sources: [Facebook Developers](<https://devfeed.tech/sources/facebook-developers.md>)

Topics: [Model Context Protocol](<https://devfeed.tech/topics/model-context-protocol.md>), [MCP Server](<https://devfeed.tech/topics/mcp-server.md>), [AI Agent](<https://devfeed.tech/topics/ai-agent.md>), [Messaging](<https://devfeed.tech/topics/messaging.md>), [Meta](<https://devfeed.tech/topics/meta.md>), [API](<https://devfeed.tech/topics/api.md>)

Tags: [agent](<https://devfeed.tech/tags/agent.md>), [ai-agent](<https://devfeed.tech/tags/ai-agent.md>), [api](<https://devfeed.tech/tags/api.md>), [mcp](<https://devfeed.tech/tags/mcp.md>), [mcp-server](<https://devfeed.tech/tags/mcp-server.md>), [messaging](<https://devfeed.tech/tags/messaging.md>), [meta](<https://devfeed.tech/tags/meta.md>), [testing](<https://devfeed.tech/tags/testing.md>), [whatsapp](<https://devfeed.tech/tags/whatsapp.md>), [workflow](<https://devfeed.tech/tags/workflow.md>)

### AI overview

Meta announces Business Messaging MCP, an MCP server that connects AI coding agents to the WhatsApp Business Platform. It supports account and phone-number setup, message templates, webhooks, and test messages within the developer workflow.

### Source excerpt

Business Messaging MCP connects your AI coding agent to the WhatsApp Business Platform, so you can create accounts, add numbers, build templates, and send test messages without leaving your workflow.

## 9 top conversational AI platforms in 2026

DevFeed: [9 top conversational AI platforms in 2026](<https://devfeed.tech/articles/9-top-conversational-ai-platforms-in-2026-31442.md>)

Original publisher: [Read original article](<https://www.twilio.com/en-us/blog/insights/conversational-ai-platforms>)

Author: Jesse Sumrak

Published: 2026-09-15T00:00:00Z

Content type: comparison

Language: en

Sources: [Twilio Blog](<https://devfeed.tech/sources/twilio-blog.md>)

Topics: [Conversational AI](<https://devfeed.tech/topics/conversational-ai.md>), [AI Platform](<https://devfeed.tech/topics/ai-platform.md>), [Deployment](<https://devfeed.tech/topics/deployment.md>), [Large Language Model](<https://devfeed.tech/topics/llm.md>), [Messaging](<https://devfeed.tech/topics/messaging.md>)

Tags: [ai-platform](<https://devfeed.tech/tags/ai-platform.md>), [article](<https://devfeed.tech/tags/article.md>), [conversational-ai](<https://devfeed.tech/tags/conversational-ai.md>), [industry-insights](<https://devfeed.tech/tags/industry-insights.md>), [platforms](<https://devfeed.tech/tags/platforms.md>)

### AI overview

A comparison of conversational AI platforms in 2026, covering hosted agent platforms, infrastructure and APIs, enterprise offerings, and open-source options. It explains how these products differ in model support, deployment ownership, channel coverage, integrations, and human handoff.

### Source excerpt

Learn about the top conversational AI platforms in 2026, including infrastructure, enterprise, open source, and agentic options. See what fits your stack.

## \[Webinar\] Elevating customer engagement with WhatsApp

DevFeed: [\[Webinar\] Elevating customer engagement with WhatsApp](<https://devfeed.tech/articles/webinar-elevating-customer-engagement-with-whatsapp-16105.md>)

Original publisher: [Read original article](<https://www.twilio.com/en-us/blog/events/webinar-elevating-customer-engagement-with-WhatsApp>)

Author: Twilio

Published: 2026-09-11T00:00:00Z

Content type: article

Language: en

Sources: [Twilio Blog](<https://devfeed.tech/sources/twilio-blog.md>)

Topics: [Messaging](<https://devfeed.tech/topics/messaging.md>), [Authentication](<https://devfeed.tech/topics/authentication.md>), [End-to-End Encryption](<https://devfeed.tech/topics/end-to-end-encryption.md>), [Encryption](<https://devfeed.tech/topics/encryption.md>), [Artificial Intelligence](<https://devfeed.tech/topics/ai.md>)

Tags: [ai](<https://devfeed.tech/tags/ai.md>), [authentication](<https://devfeed.tech/tags/authentication.md>), [customer-engagement](<https://devfeed.tech/tags/customer-engagement.md>), [encryption](<https://devfeed.tech/tags/encryption.md>), [enterprise](<https://devfeed.tech/tags/enterprise.md>), [events-community](<https://devfeed.tech/tags/events-community.md>), [fraud](<https://devfeed.tech/tags/fraud.md>), [messaging](<https://devfeed.tech/tags/messaging.md>), [operational](<https://devfeed.tech/tags/operational.md>), [webinar](<https://devfeed.tech/tags/webinar.md>), [whatsapp](<https://devfeed.tech/tags/whatsapp.md>)

### AI overview

This webinar explains how businesses can use WhatsApp for secure account verification, operational alerts, two-way customer conversations, and interactive workflows. It also discusses end-to-end encryption, reducing SMS toll fraud risk, and examples of AI-powered HR messaging workflows.

### Source excerpt

Stop losing critical messages in the noise. Discover how to deliver secure account verifications and operational updates via WhatsApp.

## What Is SMS Pumping Fraud and How to Stop It

DevFeed: [What Is SMS Pumping Fraud and How to Stop It](<https://devfeed.tech/articles/what-is-sms-pumping-fraud-and-how-to-stop-it-16117.md>)

Original publisher: [Read original article](<https://www.twilio.com/en-us/blog/sms-pumping-fraud-solutions>)

Author: Twilio

Published: 2026-09-10T00:00:00Z

Content type: tutorial

Language: en

Sources: [Twilio Blog](<https://devfeed.tech/sources/twilio-blog.md>)

Topics: [Security](<https://devfeed.tech/topics/security.md>), [Messaging](<https://devfeed.tech/topics/messaging.md>), [Bot](<https://devfeed.tech/topics/bot.md>), [Authentication](<https://devfeed.tech/topics/authentication.md>), [Forms](<https://devfeed.tech/topics/forms.md>), [Chat Bot](<https://devfeed.tech/topics/chatbot.md>)

Tags: [authentication](<https://devfeed.tech/tags/authentication.md>), [automated](<https://devfeed.tech/tags/automated.md>), [bots](<https://devfeed.tech/tags/bots.md>), [fraud](<https://devfeed.tech/tags/fraud.md>), [how-to](<https://devfeed.tech/tags/how-to.md>), [industry-insights](<https://devfeed.tech/tags/industry-insights.md>), [messaging](<https://devfeed.tech/tags/messaging.md>), [otp](<https://devfeed.tech/tags/otp.md>), [security](<https://devfeed.tech/tags/security.md>), [verification](<https://devfeed.tech/tags/verification.md>)

### AI overview

This article explains SMS pumping fraud, also known as SMS toll fraud, in which attackers use bots and fake phone numbers to trigger large volumes of automated SMS messages. It describes impacts such as increased messaging costs and reduced conversion rates, and introduces detection and prevention measures.

### Source excerpt

SMS pumping fraud is an urgent problem for businesses that use SMS. Learn more about SMS pumping and how to prevent it.

## Build custom workflows with Cypress Cloud Webhooks

DevFeed: [Build custom workflows with Cypress Cloud Webhooks](<https://devfeed.tech/articles/build-custom-workflows-with-cypress-cloud-webhooks-12601.md>)

Original publisher: [Read original article](<https://www.cypress.io/blog/build-custom-workflows-with-cypress-cloud-webhooks/>)

Published: 2026-09-08T17:17:31Z

Content type: tutorial

Language: en

Sources: [Cypress Blog](<https://devfeed.tech/sources/cypress-blog.md>)

Topics: [Cypress](<https://devfeed.tech/topics/cypress.md>), [Cloud](<https://devfeed.tech/topics/cloud.md>), [Automation](<https://devfeed.tech/topics/automation.md>), [Messaging](<https://devfeed.tech/topics/messaging.md>), [GitHub](<https://devfeed.tech/topics/github.md>), [Google Chat](<https://devfeed.tech/topics/google-chat.md>), [Slack](<https://devfeed.tech/topics/slack.md>)

Tags: [automation](<https://devfeed.tech/tags/automation.md>), [cypress](<https://devfeed.tech/tags/cypress.md>), [github](<https://devfeed.tech/tags/github.md>), [how-to](<https://devfeed.tech/tags/how-to.md>), [integration](<https://devfeed.tech/tags/integration.md>), [integrations](<https://devfeed.tech/tags/integrations.md>), [mcp](<https://devfeed.tech/tags/mcp.md>), [slack](<https://devfeed.tech/tags/slack.md>)

### AI overview

This tutorial introduces Cypress Cloud webhooks for building custom automation workflows. It explains how webhooks can deliver run results and metadata to external systems, trigger actions based on test outcomes, customize notifications, and reduce routine CLI or MCP requests when analyzing runs with AI tools.

### Source excerpt

Webhooks are a new addition to Cypress Cloud, supporting more flexible automation workflows beyond what is built into the platform itself. Learn why we've added them and how to get started using them in your project. Integration support in Cypress Cloud Cypress Cloud supports a wide range of integrations out of the box. If you need a GitHub status check for every group of tests in your test run, we've got you covered. Slack and Teams messages when a run fails? That's there, along with deskto

## wasmCloud 2.9: NATS-native interfaces, guest memory enforcement, and Kubernetes-grade lifecycle

DevFeed: [wasmCloud 2.9: NATS-native interfaces, guest memory enforcement, and Kubernetes-grade lifecycle](<https://devfeed.tech/articles/wasmcloud-2-9-nats-native-interfaces-guest-memory-enforcement-and-kubernetes-grade-lifecycle-15445.md>)

Original publisher: [Read original article](<https://wasmcloud.com/blog/wasmcloud-2-9-release/>)

Author: Eric Gregory

Published: 2026-09-08T00:00:00Z

Content type: release

Language: en

Sources: [wasmCloud Blog](<https://devfeed.tech/sources/wasmcloud-blog.md>)

Topics: [jetstream](<https://devfeed.tech/topics/jetstream.md>), [Kubernetes](<https://devfeed.tech/topics/kubernetes.md>), [Messaging](<https://devfeed.tech/topics/messaging.md>), [configuration](<https://devfeed.tech/topics/configuration.md>)

Tags: [configuration](<https://devfeed.tech/tags/configuration.md>), [jetstream](<https://devfeed.tech/tags/jetstream.md>), [kubernetes](<https://devfeed.tech/tags/kubernetes.md>), [messaging](<https://devfeed.tech/tags/messaging.md>), [release](<https://devfeed.tech/tags/release.md>), [updates](<https://devfeed.tech/tags/updates.md>)

### AI overview

wasmCloud 2.9.0 introduces a NATS-native interface with access to Core NATS, JetStream, and key-value buckets. The release also enforces guest memory budgets in real time, adds Kubernetes-oriented lifecycle behavior, allows idle instance pools to shrink, enables guest execution metrics by default, and unifies host plugin configuration.

### Source excerpt

wasmCloud 2.9 ships the NATS-native wasmcloud:nats interface with JetStream and key-value access, makes the guest memory budget enforceable, lets idle instance pools shrink, and teaches host pods to drain, probe, and survive control plane outages.

## wasmCloud 2.8: Async messaging, admission control, and a backstop for runaway guests

DevFeed: [wasmCloud 2.8: Async messaging, admission control, and a backstop for runaway guests](<https://devfeed.tech/articles/wasmcloud-2-8-async-messaging-admission-control-and-a-backstop-for-runaway-guests-15444.md>)

Original publisher: [Read original article](<https://wasmcloud.com/blog/wasmcloud-2-8-release/>)

Author: Eric Gregory

Published: 2026-08-26T00:00:00Z

Content type: release

Language: en

Sources: [wasmCloud Blog](<https://devfeed.tech/sources/wasmcloud-blog.md>)

Topics: [Messaging](<https://devfeed.tech/topics/messaging.md>), [Resilience](<https://devfeed.tech/topics/resilience.md>), [configuration](<https://devfeed.tech/topics/configuration.md>)

Tags: [async](<https://devfeed.tech/tags/async.md>), [interfaces](<https://devfeed.tech/tags/interfaces.md>), [memory](<https://devfeed.tech/tags/memory.md>), [messaging](<https://devfeed.tech/tags/messaging.md>), [wasmcloud](<https://devfeed.tech/tags/wasmcloud.md>)

### AI overview

wasmCloud 2.8.0 introduces asynchronous messaging interfaces with streamed payloads, typed errors, and timeouts. It also adds admission control for messaging deliveries, detects guests that consume CPU without yielding, exposes wasmtime memory tuning through Helm, and tightens related defaults.

### Source excerpt

wasmCloud 2.8 ships the async wasmcloud:messaging 0.3.0 interfaces with streamed payloads, brings messaging deliveries under admission control, opens up wasmtime memory tuning, and reclaims CPU from guests that never yield.

## Vercel Connect now supports Linq

DevFeed: [Vercel Connect now supports Linq](<https://devfeed.tech/articles/vercel-connect-now-supports-linq-1138.md>)

Original publisher: [Read original article](<https://vercel.com/changelog/vercel-connect-now-supports-linq>)

Author: Dima Voytenko

Published: 2026-08-25T00:00:00Z

Content type: release

Language: en

Sources: [Vercel News](<https://devfeed.tech/sources/vercel-news.md>)

Topics: [Vercel](<https://devfeed.tech/topics/vercel.md>), [Messaging](<https://devfeed.tech/topics/messaging.md>), [API](<https://devfeed.tech/topics/api.md>), [OpenID connect (OIDC)](<https://devfeed.tech/topics/oidc.md>), [Command-line interface](<https://devfeed.tech/topics/cli.md>), [SDKs](<https://devfeed.tech/topics/sdks.md>), [dashboards](<https://devfeed.tech/topics/dashboards.md>), [Deployment](<https://devfeed.tech/topics/deployment.md>)

Tags: [agent](<https://devfeed.tech/tags/agent.md>), [agents](<https://devfeed.tech/tags/agents.md>), [api](<https://devfeed.tech/tags/api.md>), [apps](<https://devfeed.tech/tags/apps.md>), [cli](<https://devfeed.tech/tags/cli.md>), [deployment](<https://devfeed.tech/tags/deployment.md>), [identity](<https://devfeed.tech/tags/identity.md>), [oidc](<https://devfeed.tech/tags/oidc.md>), [partner](<https://devfeed.tech/tags/partner.md>), [production](<https://devfeed.tech/tags/production.md>), [sdk](<https://devfeed.tech/tags/sdk.md>), [token](<https://devfeed.tech/tags/token.md>), [vercel](<https://devfeed.tech/tags/vercel.md>)

### AI overview

Vercel Connect now offers a managed Linq connector that lets applications and agents send and receive messages through iMessage, RCS, and SMS. It can provision or link Linq accounts and phone numbers, manage credentials, and integrate with eve through a configured channel. Projects can use the @vercel/connect SDK and deployment OIDC identity to obtain short-lived Linq tokens for Linq Partner API requests.

### Source excerpt

Vercel Connect now includes a managed connector for Linq, so your apps and agents can send and receive messages over iMessage, RCS, and SMS. As a Vercel Managed Connector, Vercel can create a Linq account and phone number for you, or link an existing account. You never manage credentials yourself. Create a connector from the dashboard or Vercel CLI: Give your eve agent a phone number The connector powers the new Linq channel in eve. Run eve add channel/linq, choose Vercel Connect, and eve wires up the connector, phone numbers, and webhook for you: The channel marks accepted messages as read and continues the same eve session for every message in a Linq conversation. Out of the box, the channel supports read receipts, typing indicators, and mid-conversation steering for a more natural messaging experience. Use the connector in any project Call getToken with your connector, and the @vercel/connect SDK exchanges your Vercel deployment's OIDC identity for a short-lived Linq token. Pass it as the bearer token on any Linq Partner API request: Linq delivers each message over the best protocol the recipient supports, starting with iMessage, then RCS, then SMS. The same token works across the full Linq API, including group chats, reactions, rich media, and typing indicators. Read the Vercel Connect documentation, view details about the Linq connector in the Vercel Connect catalog, or create a Linq connector to get started. Read more

## We turned off Pub/Sub and nobody noticed

DevFeed: [We turned off Pub/Sub and nobody noticed](<https://devfeed.tech/articles/we-turned-off-pub-sub-and-nobody-noticed-12060.md>)

Original publisher: [Read original article](<https://incident.io/blog/we-turned-off-pub-sub-and-nobody-noticed>)

Author: Patrick Hamann; Mike Fisher

Published: 2026-08-11T13:56:40Z

Content type: article

Language: en

Sources: [The incident.io Blog](<https://devfeed.tech/sources/the-incident-io-blog.md>)

Topics: [event driven](<https://devfeed.tech/topics/event-driven.md>), [Messaging](<https://devfeed.tech/topics/messaging.md>), [Publish-subscribe pattern](<https://devfeed.tech/topics/pubsub.md>), [Availability](<https://devfeed.tech/topics/availability.md>), [systems](<https://devfeed.tech/topics/systems.md>), [Apache Pulsar](<https://devfeed.tech/topics/pulsar.md>), [Cloud](<https://devfeed.tech/topics/cloud.md>), [Google](<https://devfeed.tech/topics/google.md>)

Tags: [availability](<https://devfeed.tech/tags/availability.md>), [broker](<https://devfeed.tech/tags/broker.md>), [cloud](<https://devfeed.tech/tags/cloud.md>), [event-driven](<https://devfeed.tech/tags/event-driven.md>), [incident](<https://devfeed.tech/tags/incident.md>), [incident-channel](<https://devfeed.tech/tags/incident-channel.md>), [incident-management](<https://devfeed.tech/tags/incident-management.md>), [incident-response](<https://devfeed.tech/tags/incident-response.md>), [messaging](<https://devfeed.tech/tags/messaging.md>), [outage](<https://devfeed.tech/tags/outage.md>), [post-mortem](<https://devfeed.tech/tags/post-mortem.md>), [production](<https://devfeed.tech/tags/production.md>), [scale](<https://devfeed.tech/tags/scale.md>), [slack](<https://devfeed.tech/tags/slack.md>), [slack-incident](<https://devfeed.tech/tags/slack-incident.md>)

### AI overview

This developer article explains how incident.io made its predominantly event-driven platform more resilient by adding a secondary message broker alongside Google Cloud Pub/Sub. It describes the role of message brokers and publish-subscribe processing, the risks of a single point of failure, and the successful production test in which Pub/Sub was turned off without affecting customers.

### Source excerpt

Our entire event-driven platform ran through a single message broker, which made it a single point of failure. So we added a second one. This is the story of building an event load balancer, the queuing theory behind it, and the final chaos test where we turned off Pub/Sub in production and nobody noticed.

## Discord Update: August 11, 2026 Changelog

DevFeed: [Discord Update: August 11, 2026 Changelog](<https://devfeed.tech/articles/discord-update-august-11-2026-changelog-230.md>)

Original publisher: [Read original article](<https://discord.com/blog/discord-update-august-11-2026-changelog>)

Author: Clyde

Published: 2026-08-11T00:00:00Z

Content type: release

Language: en

Sources: [Discord Blog](<https://devfeed.tech/sources/discord-blog.md>)

Topics: [changelog](<https://devfeed.tech/topics/changelog.md>), [Discord](<https://devfeed.tech/topics/discord.md>), [App](<https://devfeed.tech/topics/app.md>), [Electron](<https://devfeed.tech/topics/electron.md>), [cpu](<https://devfeed.tech/topics/cpu.md>), [Messaging](<https://devfeed.tech/topics/messaging.md>), [Security, Privacy and Abuse Prevention](<https://devfeed.tech/topics/security-privacy-and-abuse-prevention.md>)

Tags: [app](<https://devfeed.tech/tags/app.md>), [apps](<https://devfeed.tech/tags/apps.md>), [changelog](<https://devfeed.tech/tags/changelog.md>), [cpu](<https://devfeed.tech/tags/cpu.md>), [customization](<https://devfeed.tech/tags/customization.md>), [data](<https://devfeed.tech/tags/data.md>), [discord](<https://devfeed.tech/tags/discord.md>), [messaging](<https://devfeed.tech/tags/messaging.md>), [mobile](<https://devfeed.tech/tags/mobile.md>), [os](<https://devfeed.tech/tags/os.md>), [privacy](<https://devfeed.tech/tags/privacy.md>), [tools](<https://devfeed.tech/tags/tools.md>), [update](<https://devfeed.tech/tags/update.md>), [updates](<https://devfeed.tech/tags/updates.md>)

### AI overview

Discord's August 11, 2026 changelog highlights new desktop formatting tools, profile privacy and customization options, friend-request notes, spoiler channels, game mentions, Meta Quest support, and ongoing settings improvements. The desktop client also upgraded to Electron 42, with incremental CPU usage improvements.

### Source excerpt

Here's the Discord Changelog from August 11, 2026, so you can stay informed on what's new in recent app updates!

## I spent two months screen-sharing to ship one integration. So I rebuilt it on Temporal.

DevFeed: [I spent two months screen-sharing to ship one integration. So I rebuilt it on Temporal.](<https://devfeed.tech/articles/i-spent-two-months-screen-sharing-to-ship-one-integration-so-i-rebuilt-it-on-temporal-35876.md>)

Original publisher: [Read original article](<https://temporal.io/blog/i-spent-two-months-screen-sharing-to-ship-one-integration-so-i-rebuilt-it-on-temporal>)

Author: Stephen Montague

Published: 2026-08-06T00:00:00Z

Content type: tutorial

Language: en

Sources: [Temporal Blog](<https://devfeed.tech/sources/temporal-blog.md>)

Topics: [proxy](<https://devfeed.tech/topics/proxy.md>), [networking](<https://devfeed.tech/topics/networking.md>), [legacy application](<https://devfeed.tech/topics/legacy-application.md>), [Messaging](<https://devfeed.tech/topics/messaging.md>), [on-prem](<https://devfeed.tech/topics/on-prem.md>), [retry](<https://devfeed.tech/topics/retry.md>), [Cloud](<https://devfeed.tech/topics/cloud.md>)

Tags: [legacy-application](<https://devfeed.tech/tags/legacy-application.md>), [messaging](<https://devfeed.tech/tags/messaging.md>), [networking](<https://devfeed.tech/tags/networking.md>), [on-prem](<https://devfeed.tech/tags/on-prem.md>), [proxy](<https://devfeed.tech/tags/proxy.md>), [retry](<https://devfeed.tech/tags/retry.md>), [software](<https://devfeed.tech/tags/software.md>), [temporal-voices](<https://devfeed.tech/tags/temporal-voices.md>)

### AI overview

The article explains how to connect a cloud application to a firewalled on-premises edge site using an egress-only proxy and a single outbound Temporal connection. It describes the operational difficulties of a legacy, one-way integration and the need for bidirectional messaging, retry handling, and testing.

### Source excerpt

How to durably reach a firewalled edge site with no inbound ports: an egress-only proxy that hot-reloads config over a single outbound Temporal connection.

## wasmCloud 2.6: Trigger services, host component plugins, and warm instance pooling

DevFeed: [wasmCloud 2.6: Trigger services, host component plugins, and warm instance pooling](<https://devfeed.tech/articles/wasmcloud-2-6-trigger-services-host-component-plugins-and-warm-instance-pooling-15442.md>)

Original publisher: [Read original article](<https://wasmcloud.com/blog/wasmcloud-2-6-release/>)

Author: Eric Gregory

Published: 2026-08-03T00:00:00Z

Content type: release

Language: en

Sources: [wasmCloud Blog](<https://devfeed.tech/sources/wasmcloud-blog.md>)

Topics: [WebAssembly](<https://devfeed.tech/topics/web-assembly.md>), [Messaging](<https://devfeed.tech/topics/messaging.md>), [Latency](<https://devfeed.tech/topics/latency.md>)

Tags: [components](<https://devfeed.tech/tags/components.md>), [dns](<https://devfeed.tech/tags/dns.md>), [latency](<https://devfeed.tech/tags/latency.md>), [plugins](<https://devfeed.tech/tags/plugins.md>), [services](<https://devfeed.tech/tags/services.md>), [stateful](<https://devfeed.tech/tags/stateful.md>), [streaming](<https://devfeed.tech/tags/streaming.md>), [wasmcloud](<https://devfeed.tech/tags/wasmcloud.md>), [webassembly](<https://devfeed.tech/tags/webassembly.md>)

### AI overview

wasmCloud 2.6.0 and patch 2.6.1 introduce trigger services, host component plugins, warm-instance pooling, default NATS consumer groups for replicas, per-component DNS allowlists, Wasmtime 47 updates, and direct WASI 0.3 component builds.

### Source excerpt

wasmCloud 2.6 ships trigger services, host component plugins (WebAssembly components that extend the host), warm-instance pooling, consumer groups by default for NATS messaging, and per-component DNS allowlists.

## Backpressure in Distributed Systems

DevFeed: [Backpressure in Distributed Systems](<https://devfeed.tech/articles/backpressure-in-distributed-systems-39399.md>)

Original publisher: [Read original article](<https://blog.pranshu-raj.in/posts/backpressure/>)

Author: Pranshu Raj

Published: 2026-07-23T00:00:00Z

Content type: tutorial

Language: en

Sources: [Pranshu Raj - blog on backend systems, performance and sidequests](<https://devfeed.tech/sources/pranshu-raj-blog-on-backend-systems-performance-and-sidequests.md>)

Topics: [backpressure](<https://devfeed.tech/topics/backpressure.md>), [distributed-systems](<https://devfeed.tech/topics/distributed-systems.md>), [systems](<https://devfeed.tech/topics/systems.md>), [Messaging](<https://devfeed.tech/topics/messaging.md>), [real-time](<https://devfeed.tech/topics/real-time.md>)

Tags: [backpressure](<https://devfeed.tech/tags/backpressure.md>), [distributed](<https://devfeed.tech/tags/distributed.md>), [distributed-systems](<https://devfeed.tech/tags/distributed-systems.md>), [go](<https://devfeed.tech/tags/go.md>), [latency](<https://devfeed.tech/tags/latency.md>), [memory](<https://devfeed.tech/tags/memory.md>), [messages](<https://devfeed.tech/tags/messages.md>), [messaging](<https://devfeed.tech/tags/messaging.md>), [real-time](<https://devfeed.tech/tags/real-time.md>), [systems](<https://devfeed.tech/tags/systems.md>)

### AI overview

This tutorial explains backpressure in distributed systems, including how it occurs when message producers outpace consumers and the resulting risks such as memory exhaustion, dropped messages, lower throughput, network waste, increased latency, and blocked producers. It introduces producer, messaging-system, and consumer roles and relates the topic to a real-time leaderboard project.

### Source excerpt

Understanding what it is, how to deal with it, where it's used and how I handled it in the real time leaderboard.

## Why the author replaced Hermes Agent and OpenClaw with a simpler personal AI assistant

DevFeed: [Why the author replaced Hermes Agent and OpenClaw with a simpler personal AI assistant](<https://devfeed.tech/articles/why-i-stopped-using-hermes-and-openclaw-and-what-i-built-instead-18328.md>)

Original publisher: [Read original article](<https://newsletter.aiengineer.co/p/why-i-stopped-using-hermes-and-openclaw>)

Author: Owain Lewis

Published: 2026-07-18T10:16:21Z

Content type: opinion

Language: en

Sources: [The AI Engineer](<https://devfeed.tech/sources/the-ai-engineer.md>)

Topics: [Artificial Intelligence](<https://devfeed.tech/topics/ai.md>), [OpenClaw](<https://devfeed.tech/topics/openclaw.md>), [Messaging](<https://devfeed.tech/topics/messaging.md>), [coding](<https://devfeed.tech/topics/coding.md>)

Tags: [agent](<https://devfeed.tech/tags/agent.md>), [ai](<https://devfeed.tech/tags/ai.md>), [coding-agents](<https://devfeed.tech/tags/coding-agents.md>), [messaging](<https://devfeed.tech/tags/messaging.md>), [openclaw](<https://devfeed.tech/tags/openclaw.md>), [personal](<https://devfeed.tech/tags/personal.md>)

### AI overview

The author explains why Hermes Agent and OpenClaw became frustrating to use as a daily AI personal assistant, focusing on their complexity and overhyped features. The article describes the personal assistant pattern, messaging gateways, and the author's simpler solution built around organisational tasks and existing coding agents.

### Source excerpt

How I built my own personal AI Chief of Staff without all the complexity.

## Chat SDK adds native Slack agent support

DevFeed: [Chat SDK adds native Slack agent support](<https://devfeed.tech/articles/chat-sdk-adds-native-slack-agent-support-842.md>)

Original publisher: [Read original article](<https://vercel.com/changelog/chat-sdk-adds-native-slack-agent-support>)

Author: Ben Sabic

Published: 2026-07-17T00:00:00Z

Content type: release

Language: en

Sources: [Vercel News](<https://devfeed.tech/sources/vercel-news.md>)

Topics: [SDKs](<https://devfeed.tech/topics/sdks.md>), [Slack](<https://devfeed.tech/topics/slack.md>), [Bot](<https://devfeed.tech/topics/bot.md>), [Messaging](<https://devfeed.tech/topics/messaging.md>), [Streaming](<https://devfeed.tech/topics/streaming.md>), [API](<https://devfeed.tech/topics/api.md>)

Tags: [agents](<https://devfeed.tech/tags/agents.md>), [ai](<https://devfeed.tech/tags/ai.md>), [api](<https://devfeed.tech/tags/api.md>), [documentation](<https://devfeed.tech/tags/documentation.md>), [messaging](<https://devfeed.tech/tags/messaging.md>), [sdk](<https://devfeed.tech/tags/sdk.md>), [slack](<https://devfeed.tech/tags/slack.md>), [streaming](<https://devfeed.tech/tags/streaming.md>), [transcripts](<https://devfeed.tech/tags/transcripts.md>)

### AI overview

Chat SDK now supports native Slack agents through a Slack adapter, including suggested prompts, rotating status messages, token-by-token streaming, task and plan cards, and native feedback buttons. The adapter falls back to Post+Edit where Slack streaming is unavailable and recommends Chat SDK transcripts for reconstructing AI conversation history.

### Source excerpt

You can now build native Slack agents with Chat SDK's Slack adapter. The adapter supports the full Slack agent messaging experience, from agent conversations in the Messages tab to suggested prompts, rotating status messages, token-by-token streamed replies, and native feedback buttons. Here's what the adapter gives you: Suggested prompts, per thread: Pass a static payload or an async resolver that receives the thread context, including what the user is currently viewing under agent_view. Prompts are pinned automatically whenever an agent thread opens. Native streaming with a fallback: Streamed replies render token-by-token via Slack's streaming API, including task and plan cards. If a workspace doesn't support streaming (e.g., GovSlack), the adapter switches to Post+Edit. Built-in feedback: Set feedbackButtons: true to append thumbs-up/down buttons to every streamed reply, and clicks dispatch via the bot.onAction flow. One thing to know: under agent_view, Slack threads each user message individually, so channel history only returns the user's side of a DM. Use Chat SDK transcripts to build AI conversation history instead. Read the documentation to get started, or begin with one of our templates. Read more

## Kafka vs RabbitMQ vs SQS

DevFeed: [Kafka vs RabbitMQ vs SQS](<https://devfeed.tech/articles/kafka-vs-rabbitmq-vs-sqs-33572.md>)

Original publisher: [Read original article](<https://blog.algomaster.io/p/kafka-vs-rabbitmq-vs-sqs>)

Author: Ashish Pratap Singh

Published: 2026-07-02T03:31:11Z

Content type: comparison

Language: en

Sources: [AlgoMaster Newsletter](<https://devfeed.tech/sources/algomaster-newsletter.md>)

Topics: [Amazon Simple Queue Service (SQS)](<https://devfeed.tech/topics/amazon-simple-queue-service-sqs.md>), [Kafka](<https://devfeed.tech/topics/kafka.md>), [RabbitMQ](<https://devfeed.tech/topics/rabbitmq.md>), [Messaging](<https://devfeed.tech/topics/messaging.md>), [Back end](<https://devfeed.tech/topics/backend.md>)

Tags: [backend](<https://devfeed.tech/tags/backend.md>), [kafka](<https://devfeed.tech/tags/kafka.md>), [messaging](<https://devfeed.tech/tags/messaging.md>), [queues](<https://devfeed.tech/tags/queues.md>), [rabbitmq](<https://devfeed.tech/tags/rabbitmq.md>), [sqs](<https://devfeed.tech/tags/sqs.md>)

### AI overview

This comparison examines Kafka, RabbitMQ, and Amazon SQS for asynchronous systems. It explains that Kafka uses an append-only log with consumer offsets and replay, RabbitMQ routes messages through exchanges and queues with acknowledgments, and SQS provides managed queue-based messaging that consumers poll.

### Source excerpt

Most backend systems eventually need one service to hand off work to another asynchronously.

## GCP Pub/Sub connector for ClickPipes is now in Private Preview

DevFeed: [GCP Pub/Sub connector for ClickPipes is now in Private Preview](<https://devfeed.tech/articles/gcp-pub-sub-connector-for-clickpipes-is-now-in-private-preview-5175.md>)

Original publisher: [Read original article](<https://clickhouse.com/blog/clickpipes-gcp-pub-sub-preview>)

Author: Marta Paes

Published: 2026-06-17T20:53:04Z

Content type: release

Language: en

Sources: [ClickHouse Blog](<https://devfeed.tech/sources/clickhouse-blog.md>)

Topics: [clickhouse](<https://devfeed.tech/topics/clickhouse.md>), [Messaging](<https://devfeed.tech/topics/messaging.md>), [real-time](<https://devfeed.tech/topics/real-time.md>), [Cloud](<https://devfeed.tech/topics/cloud.md>), [data](<https://devfeed.tech/topics/data.md>), [Monitoring](<https://devfeed.tech/topics/monitoring.md>), [JSON](<https://devfeed.tech/topics/json.md>), [OpenAPI Specification](<https://devfeed.tech/topics/openapi.md>), [Terraform](<https://devfeed.tech/topics/terraform.md>)

Tags: [analytics](<https://devfeed.tech/tags/analytics.md>), [clickhouse](<https://devfeed.tech/tags/clickhouse.md>), [cloud](<https://devfeed.tech/tags/cloud.md>), [data](<https://devfeed.tech/tags/data.md>), [event](<https://devfeed.tech/tags/event.md>), [events](<https://devfeed.tech/tags/events.md>), [gcp](<https://devfeed.tech/tags/gcp.md>), [infrastructure](<https://devfeed.tech/tags/infrastructure.md>), [json](<https://devfeed.tech/tags/json.md>), [logs](<https://devfeed.tech/tags/logs.md>), [messaging](<https://devfeed.tech/tags/messaging.md>), [metrics](<https://devfeed.tech/tags/metrics.md>), [monitoring](<https://devfeed.tech/tags/monitoring.md>), [openapi](<https://devfeed.tech/tags/openapi.md>), [real-time](<https://devfeed.tech/tags/real-time.md>), [terraform](<https://devfeed.tech/tags/terraform.md>), [tooling](<https://devfeed.tech/tags/tooling.md>)

### AI overview

ClickHouse announces a private-preview GCP Pub/Sub connector for ClickPipes, enabling real-time streaming into ClickHouse Cloud without routing through GCS or Dataflow. The connector supports JSON, Avro, Protobuf, schema registry integration, message filtering, seek options, ordered delivery, scaling, retries, metrics, monitoring, and detailed logs.

### Source excerpt

Stream data from Pub/Sub in a few clicks for blazing-fast analytics over GCP infrastructure logs, application events, and operational signals. No routing through GCS or Dataflow required.

## wasmCloud 2.4.0: HPA + KEDA autoscaling, multi-handler workloads, pluggable NATS

DevFeed: [wasmCloud 2.4.0: HPA + KEDA autoscaling, multi-handler workloads, pluggable NATS](<https://devfeed.tech/articles/wasmcloud-2-4-0-hpa-keda-autoscaling-multi-handler-workloads-pluggable-nats-15440.md>)

Original publisher: [Read original article](<https://wasmcloud.com/blog/wasmcloud-2-4-0-release/>)

Author: Eric Gregory

Published: 2026-06-17T00:00:00Z

Content type: release

Language: en

Sources: [wasmCloud Blog](<https://devfeed.tech/sources/wasmcloud-blog.md>)

Topics: [wasm](<https://devfeed.tech/topics/wasm.md>), [Kubernetes](<https://devfeed.tech/topics/kubernetes.md>), [autoscaling](<https://devfeed.tech/topics/autoscaling.md>), [Messaging](<https://devfeed.tech/topics/messaging.md>), [Security](<https://devfeed.tech/topics/security.md>)

Tags: [autoscaling](<https://devfeed.tech/tags/autoscaling.md>), [handler](<https://devfeed.tech/tags/handler.md>), [helm](<https://devfeed.tech/tags/helm.md>), [kubernetes](<https://devfeed.tech/tags/kubernetes.md>), [messaging](<https://devfeed.tech/tags/messaging.md>), [net-11-preview-7](<https://devfeed.tech/tags/net-11-preview-7.md>), [opentelemetry](<https://devfeed.tech/tags/opentelemetry.md>), [prometheus](<https://devfeed.tech/tags/prometheus.md>), [security](<https://devfeed.tech/tags/security.md>), [wasmcloud](<https://devfeed.tech/tags/wasmcloud.md>)

### AI overview

wasmCloud 2.4.0 adds Kubernetes-native autoscaling for Wasm workloads through HPA and KEDA, multi-handler messaging workflows, expanded Helm configuration, a redesigned host plugin API, and a Wasmtime 45.0.2 security update.

### Source excerpt

wasmCloud 2.4.0 brings Kubernetes-native autoscaling for Wasm workloads via HPA and KEDA, multi-handler messaging in wash dev, a Helm chart NATS overhaul with split scheduler/data URLs, a NATS-backed operator liveness probe, and a Wasmtime 45.0.2 security bump.

## EFT vs ACH vs Wire Transfer: A Practical Comparison for SaaS

DevFeed: [EFT vs ACH vs Wire Transfer: A Practical Comparison for SaaS](<https://devfeed.tech/articles/eft-vs-ach-vs-wire-transfer-a-practical-comparison-for-saas-9833.md>)

Original publisher: [Read original article](<https://dodopayments.com/blogs/eft-vs-ach-vs-wire-transfer/>)

Author: Ayush Agarwal

Published: 2026-05-28T00:00:00Z

Content type: tutorial

Language: en

Sources: [Dodo Payments Blog](<https://devfeed.tech/sources/dodo-payments-blog.md>)

Topics: [Software as a service](<https://devfeed.tech/topics/saas.md>), [Transactions](<https://devfeed.tech/topics/transactions.md>), [Messaging](<https://devfeed.tech/topics/messaging.md>)

Tags: [ach](<https://devfeed.tech/tags/ach.md>), [bank-transfers](<https://devfeed.tech/tags/bank-transfers.md>), [comparison](<https://devfeed.tech/tags/comparison.md>), [cost](<https://devfeed.tech/tags/cost.md>), [payments](<https://devfeed.tech/tags/payments.md>), [saas](<https://devfeed.tech/tags/saas.md>), [saas-billing](<https://devfeed.tech/tags/saas-billing.md>), [vs](<https://devfeed.tech/tags/vs.md>)

### AI overview

This practical guide distinguishes EFT, ACH, and wire transfers, explaining how each works, their relative costs, settlement speeds, reversibility, and suitability for SaaS billing. It emphasizes that EFT is the broad category, while ACH and wire transfers are specific payment rails.

### Source excerpt

EFT, ACH, and wire transfers are not the same thing. Here is how each one moves money, what they cost, when to use them, and which fits SaaS billing best.

## Instrumenting distributed messaging: The fallacy of exactly once delivery

DevFeed: [Instrumenting distributed messaging: The fallacy of exactly once delivery](<https://devfeed.tech/articles/instrumenting-distributed-messaging-the-fallacy-of-exactly-once-delivery-39577.md>)

Original publisher: [Read original article](<https://ankit-rana.com/logs/25-instrumenting-distributed-messaging-exactly-once-delivery/>)

Author: hello@ankit-rana.com

Published: 2026-05-17T00:00:00Z

Content type: opinion

Language: en

Sources: [Ankit Rana | Mechanical Sympathy](<https://devfeed.tech/sources/ankit-rana-mechanical-sympathy.md>)

Topics: [Kafka](<https://devfeed.tech/topics/kafka.md>), [Messaging](<https://devfeed.tech/topics/messaging.md>), [Network](<https://devfeed.tech/topics/network.md>), [Latency](<https://devfeed.tech/topics/latency.md>)

Tags: [architecture](<https://devfeed.tech/tags/architecture.md>), [broker](<https://devfeed.tech/tags/broker.md>), [distributed](<https://devfeed.tech/tags/distributed.md>), [distributed-systems](<https://devfeed.tech/tags/distributed-systems.md>), [idempotency](<https://devfeed.tech/tags/idempotency.md>), [kafka](<https://devfeed.tech/tags/kafka.md>), [latency](<https://devfeed.tech/tags/latency.md>), [messaging](<https://devfeed.tech/tags/messaging.md>), [network](<https://devfeed.tech/tags/network.md>)

### AI overview

The article argues that exactly-once delivery cannot be guaranteed by an unreliable network's physical transport layer. It explains that Kafka's exactly-once semantics use transactional coordination, additional network round trips, and disk fsyncs, and recommends at-least-once delivery with idempotent consumers.

### Source excerpt

There is no physical mechanism for exactly-once delivery over an unreliable network. If the sender does not receive an acknowledgement it can drop the message, giving at-most-once, or resend it, giving at-least-once. Those are the only two options. Kafka's exactly-once semantics buy the illusion with a transactional wrapper costing extra round trips and forced fsyncs, so configure brokers for at-least-once and make consumers fiercely idempotent instead.

## Your event-driven architecture is a distributed monolith -- and that's fine, if you measure it

DevFeed: [Your event-driven architecture is a distributed monolith -- and that's fine, if you measure it](<https://devfeed.tech/articles/your-event-driven-architecture-is-a-distributed-monolith-and-that-s-fine-if-you-measure-it-38795.md>)

Original publisher: [Read original article](<https://fidelitas.io/2026/05/event-driven-distributed-monolith/>)

Author: fidelitas.io

Published: 2026-05-15T10:30:00Z

Content type: opinion

Language: en

Sources: [fidelitas.io](<https://devfeed.tech/sources/fidelitas-io.md>)

Topics: [event driven](<https://devfeed.tech/topics/event-driven.md>), [Messaging](<https://devfeed.tech/topics/messaging.md>), [Structured-data](<https://devfeed.tech/topics/structured-data.md>), [Traces](<https://devfeed.tech/topics/traces.md>), [interface](<https://devfeed.tech/topics/interface.md>)

Tags: [architecture](<https://devfeed.tech/tags/architecture.md>), [coupling](<https://devfeed.tech/tags/coupling.md>), [decoupling](<https://devfeed.tech/tags/decoupling.md>), [distributed-systems](<https://devfeed.tech/tags/distributed-systems.md>), [event-driven-architecture](<https://devfeed.tech/tags/event-driven-architecture.md>), [messaging](<https://devfeed.tech/tags/messaging.md>), [observability](<https://devfeed.tech/tags/observability.md>), [schemas](<https://devfeed.tech/tags/schemas.md>), [services](<https://devfeed.tech/tags/services.md>), [traces](<https://devfeed.tech/tags/traces.md>)

### AI overview

This opinion article argues that event-driven systems can become distributed monoliths when message brokers hide rather than remove coupling. It focuses on explicit, versioned, validated schemas and traces as ways to reveal dependencies and diagnose failures.

### Source excerpt

Async messaging didn't decouple your services; it hid the coupling. Here's how to find the seams again with traces, schemas, and a healthy fear of fan-out.

## Embedded signup v4

DevFeed: [Embedded signup v4](<https://devfeed.tech/articles/embedded-signup-v4-23840.md>)

Original publisher: [Read original article](<https://developers.facebook.com/blog/post/2026/05/14/embedded-signup-v4/>)

Published: 2026-05-14T19:27:06Z

Content type: release

Language: en

Sources: [Facebook Developers](<https://devfeed.tech/sources/facebook-developers.md>)

Topics: [Meta](<https://devfeed.tech/topics/meta.md>), [upgrade](<https://devfeed.tech/topics/upgrade.md>), [Messaging](<https://devfeed.tech/topics/messaging.md>), [API](<https://devfeed.tech/topics/api.md>), [configuration](<https://devfeed.tech/topics/configuration.md>)

Tags: [api](<https://devfeed.tech/tags/api.md>), [apis](<https://devfeed.tech/tags/apis.md>), [configuration](<https://devfeed.tech/tags/configuration.md>), [developer](<https://devfeed.tech/tags/developer.md>), [messaging](<https://devfeed.tech/tags/messaging.md>), [meta](<https://devfeed.tech/tags/meta.md>), [upgrade](<https://devfeed.tech/tags/upgrade.md>)

### AI overview

Meta announces Embedded signup v4 for developers onboarding businesses to Meta Business Messaging APIs. Embedded signup v2 and v3 will be deprecated on October 15, 2026, while v4 adds multi-API onboarding, a simpler signup flow, and unified configuration.

### Source excerpt

Upgrade to Meta's streamlined, unified onboarding experience before the deadline on October 15, 2026

## Meta AI Developer Assistant now live for Business Messaging

DevFeed: [Meta AI Developer Assistant now live for Business Messaging](<https://devfeed.tech/articles/meta-ai-developer-assistant-now-live-for-business-messaging-23839.md>)

Original publisher: [Read original article](<https://developers.facebook.com/blog/post/2026/05/13/meta-ai-developer-assistant-now-live-for-business-messaging/>)

Published: 2026-05-13T16:30:29Z

Content type: release

Language: en

Sources: [Facebook Developers](<https://devfeed.tech/sources/facebook-developers.md>)

Topics: [Artificial Intelligence](<https://devfeed.tech/topics/ai.md>), [Meta](<https://devfeed.tech/topics/meta.md>), [Messaging](<https://devfeed.tech/topics/messaging.md>), [Developer experience](<https://devfeed.tech/topics/developer-experience.md>), [Developer Tools](<https://devfeed.tech/topics/developer-tools.md>)

Tags: [ai](<https://devfeed.tech/tags/ai.md>), [developer](<https://devfeed.tech/tags/developer.md>), [developer-experience](<https://devfeed.tech/tags/developer-experience.md>), [developer-tools](<https://devfeed.tech/tags/developer-tools.md>), [messaging](<https://devfeed.tech/tags/messaging.md>), [meta](<https://devfeed.tech/tags/meta.md>), [whatsapp](<https://devfeed.tech/tags/whatsapp.md>)

### AI overview

Meta introduces the Meta AI Developer Assistant for WhatsApp Business developers and Tech Providers. Integrated into onboarding flows, it provides contextual guidance, troubleshooting, and answers grounded in official documentation.

### Source excerpt

Today, we're introducing the Meta AI Developer Assistant for WhatsApp Business developers and tech providers. It's an AI-powered assistant that meets developers exactly where they get stuck, with contextual guidance, troubleshooting, and answers grounded in our official documentation.

[Next page](<https://devfeed.tech/topics/messaging.md?cursor=WyIyMDI2LTA1LTEzVDE2OjMwOjI5KzAwOjAwIiwgImIzOTM1ZGE4LTUzNjAtNGE0Zi1iYTJhLWRmOGE0NzM5M2ExMSJd>)