AACFlow Blog
Latest news, guides, and best practices for AI workflow automation
May 22, 2026
Agents That Never Sleep: The Always-On Architecture Powering 24/7 AI Operations
Alexandr Chibilyaev reveals how AACFlow always-on agents work: event listeners, polling intervals, webhook triggers, hosting infrastructure, health monitoring, and automatic failure recovery.
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May 21, 2026
Government-Grade AI: How AACFlow Connects to 1C, Diadoc, EGAIS, SMEV3 and the Regulated Economy
Alexandr Chibilyaev reveals AACFlow enterprise connectors for 1C, Diadoc, EGAIS, SMEV3, FNS, Chestny Znak, and the Kontur ecosystem — AI agents operating inside the regulated Russian economy.
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May 21, 2026
AACFlow Enterprise Edition: SSO, SCIM, RBAC, Audit Logs, and Private Cloud Are Now Available
AACFlow Enterprise Edition launches with Okta/Azure AD SSO, SCIM provisioning, workspace RBAC, immutable audit logs, and single-tenant private cloud. Alexandr Chibilyaev on building AI agent infrastructure for organizations that can't compromise on security.
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May 20, 2026
AI Agents for E-Commerce: Automating Wildberries, Ozon, Avito and 15+ Marketplaces
Alexandr Chibilyaev on AI agents that manage inventory, monitor prices, process orders, respond to reviews, and analyze competitors — across Wildberries, Ozon, Avito, and every major marketplace.
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May 19, 2026
AI Agents Meet CRM: How AACFlow Turns AmoCRM, Bitrix24 and RetailCRM into Autonomous Sales Machines
Alexandr Chibilyaev on AI agents that enrich leads, follow up on deals, analyze lost opportunities, and schedule meetings — powered by deep CRM integrations with AmoCRM, Bitrix24, and RetailCRM.
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May 18, 2026
The Sync Engine: How AACFlow Keeps 170+ Data Sources Fresh Without Melting Your Server
Alexandr Chibilyaev reveals the sync engine powering AACFlow knowledge bases: incremental sync, content hashing, cursor pagination, adaptive rate limiting, parallel execution, and bulletproof retry logic.
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May 17, 2026
170+ Knowledge Connectors: How AACFlow AI Agents Absorb Your Entire Business
Alexandr Chibilyaev on the connector architecture that syncs 170+ external services into the AACFlow knowledge base — turning CRM records, support tickets, wiki pages and financial documents into AI agent memory.
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May 16, 2026
Deploy Your Own AI Agent Platform in 20 Minutes: The AACFlow Self-Hosting Story
Alexandr Chibilyaev on how AACFlow achieves true self-hosting with Docker Compose and Coolify — from single-command deployment to automatic updates, backups, and enterprise private cloud.
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May 15, 2026
X-Ray Vision for AI Agents: How We Built Production-Grade Observability into AACFlow
Alexandr Chibilyaev on the observability layer of AACFlow — deep execution traces, structured logging, real-time monitoring, and the debugging tools that make AI agents production-ready.
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May 14, 2026
55+ Triggers and Webhooks: Your AI Agents Now Respond to Real-World Events in Real Time
AACFlow launches 55+ triggers and webhooks — GitHub push, Stripe payment, new Gmail, new AmoCRM lead, cron schedules, and more. Your agents don't just run on demand. They respond to the world. Alexandr Chibilyaev on the event-driven agent architecture.
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May 14, 2026
One Key, Fifteen Brains: Inside the AACFlow AI API Layer
Alexandr Chibilyaev on the unified AI API layer that gives AACFlow agents access to 15+ LLM providers through a single interface — with intelligent routing, dynamic credits, and cost optimization built in.
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May 13, 2026
213+ Integration Blocks: The LEGO Bricks That Make AI Agents Actually Useful
Alexandr Chibilyaev on the architecture behind AACFlow's 213+ integration blocks — how we designed a system where every API becomes a drag-and-drop building block for AI agents.
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May 12, 2026
Google Docs for AI Workflows: How We Built Real-Time Multiplayer Collaboration
Alexandr Chibilyaev on the Socket.IO + Redis architecture that powers real-time collaboration in AACFlow — multiple team members building and editing complex AI agent workflows simultaneously.
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May 11, 2026
The Engine That Runs 10 Million Agents a Month: Inside the AACFlow DAG Executor
Alexandr Chibilyaev reveals the core of AACFlow: a visual workflow editor that compiles into a high-performance DAG executor with state persistence, parallel execution, and bulletproof retry logic.
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May 10, 2026
The Future of Agent Systems: Where We're Headed and Why It Changes Everything
Alexandr Chibilyaev on the vision for the future of AI agents: the agent economy, disappearing interfaces, multi-agent workforces, and why AACFlow is building the operating system for that future.
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May 9, 2026
Enterprise Agents: Security, Control, and Private Cloud
Alexandr Chibilyaev on how AACFlow addresses enterprise requirements: SSO, SCIM, RBAC, audit logs, and private cloud — so large organizations can deploy AI agents securely and with full governance.
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May 8, 2026
From Solo Developer to Platform: Lessons from Building AACFlow Alone
Alexandr Chibilyaev on the journey from pet project to a platform with 60,000+ users: technical decisions, mistakes, the stack, and lessons from solo-developing AI infrastructure.
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May 7, 2026
170+ Knowledge Base Connectors Launched: Your AI Agents Now Understand AmoCRM, Bitrix24, 1C, Gmail and Everything In Between
AACFlow ships 170+ knowledge base connectors with incremental sync, content hashing, and cursor pagination. Turn your CRM, email, wiki, and ERP into agent memory. Alexandr Chibilyaev on transforming agents from generic chatbots into business experts.
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May 7, 2026
AI Token Economics: The Blueprint for Profitable AI Agent Infrastructure
Alexandr Chibilyaev reveals the high-margin business model behind AACFlow: how wholesale token procurement, weighted credit systems, and multi-layered revenue streams create a sustainable, bootstrapped AI ecosystem.
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May 6, 2026
65+ Russian Integrations: Why We Built a Bridge Between AI Agents and Real Business
Alexandr Chibilyaev on 65+ integrations with Russian services: 1C, AmoCRM, Bitrix24, CDEK, Yandex, SMEV3, Wildberries, Ozon and more — AACFlow AI agents work with real infrastructure.
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