Latest news, guides, and best practices for AI workflow automation

Alexandr Chibilyaev shares how personal frustration with broken automation led to the creation of AACFlow — the robust infrastructure where 60,000+ developers run production-grade autonomous AI agents.

How to use the AACFlow Microsoft Teams connector to automate helpdesk workflows, CI/CD alerts, sales digests, and approval flows with Adaptive Cards and OAuth 2.0.

How to use AACFlow Webflow and WordPress connectors to automate content creation and publishing — AI writes, AACFlow delivers to your CMS automatically.

How to use AACFlow's Confluence connector to generate runbooks, release notes, and post-mortems automatically — OAuth 2.0, seven operations, and webhook triggers.

How AACFlow Twilio connector enables SMS chatbots, voice AI, alert systems, and OTP workflows — from inbound triggers to TTS responses in 180+ countries.

How AACFlow integrates Stagehand and Browser Use to let AI agents navigate websites, fill forms, scrape data, and automate any web interface without CSS selectors.

How AACFlow connects AWS S3, Azure Blob Storage, Yandex Object Storage, and more to power AI document processing pipelines at scale.

Learn how AACFlow database connectors — Supabase, PostgreSQL, MySQL, MongoDB, Redis — let AI workflows read, write, and react to data in real time.

Learn how AACFlow Discord connector and triggers enable AI-powered Discord bots, community automation, real-time alerts, and moderation — using Bot Token auth and 304+ integrations.

How AACFlow automates email workflows using IMAP polling triggers, SMTP and SendGrid sending tools, and the Gmail OAuth connector for AI-powered email pipelines.

AACFlow supports two Telegram integrations: the standard Bot API and the MTProto connector for full Telegram API access — read any channel, monitor groups, and capture trading signals.

AACFlow Function block runs sandboxed JavaScript and Python inside workflows — data transformation, custom API calls, and complex business logic with no external dependencies.

How to automate sales workflows with AACFlow CRM connectors — lead scoring, deal tracking, contact enrichment, and pipeline automation across HubSpot, Salesforce, Pipedrive, and Attio.

Learn how AACFlow schedule triggers use cron expressions and timezone support to automate daily reports, weekly summaries, nightly syncs, and more.

How to build persistent, context-aware AI agents using AACFlow memory tools — built-in store, Mem0, Zep, and pgvector for agents that learn and remember across sessions.

Use AACFlow Jira and JSM connectors to automate ticket triage, SLA responses, and incident management with AI agents — no custom code required.

How to use the AACFlow Airtable connector to read, write, and trigger AI workflows from your Airtable bases — OAuth 2.0, six operations, and real-time webhook triggers.

AACFlow webhook triggers let any HTTP-capable service fire your AI workflows. Set up in 60 seconds, route by event type, verify with HMAC — no native connector needed.

Connect Linear and GitHub in AACFlow to automate bug triage, sprint tracking, and PR workflows — powered by AI agents and webhook triggers.

How AACFlow connects Google Drive, Sheets, Gmail, Docs, Forms, and Calendar via OAuth 2.0 to build end-to-end AI-powered business automation workflows.