AACFlow Blog
Latest news, guides, and best practices for AI workflow automation
May 5, 2026
A2A and MCP: How Agents Talk to Each Other and to the Outside World
Alexandr Chibilyaev on the A2A (Google) and MCP (Anthropic) protocols in AACFlow — open standards that let agents delegate tasks and connect to any external tool.
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May 4, 2026
Agent Memory: Why Your AI Agent Needs to Remember (and How We Built It)
Alexandr Chibilyaev on long-term memory for AI agents: Leveraging Mem0, Zep, and RAG on pgvector to ensure your agents retain context, learn from every interaction, and drive real business value.
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May 3, 2026
Mothership: How to Make Agents Work as a Team
Alexandr Chibilyaev on multi-agent orchestration in AACFlow: the A2A protocol, parallel execution, and Mothership architecture for managing teams of AI agents.
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May 2, 2026
Agents Are Not a Feature — They Are the Foundation: Why We Rethought AACFlow
Alexandr Chibilyaev explains why an AI agent in AACFlow is a first-class entity with memory, tools, and protocols — not just an API call to ChatGPT.
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May 1, 2026
The End of AI Chaos: Why We Built the World's First Agent Operating System
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.
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Apr 29, 2026
Real-Time Multiplayer Is Here: Build AI Agent Workflows Together, Google Docs Style
AACFlow launches real-time multiplayer collaboration powered by Socket.IO and Redis. Multiple team members on the same canvas simultaneously — with cursor presence, conflict resolution, and live sync. Alexandr Chibilyaev on why AI agents are a team sport.
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Apr 22, 2026
Introducing the Visual DAG Workflow Editor: Build AI Agents Without Writing Code
AACFlow launches a ReactFlow-based visual DAG editor. Drag, drop, connect, configure — and compile directly to an optimized execution plan. Alexandr Chibilyaev on building the no-code agent builder that runs 10M+ executions per month.
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Apr 15, 2026
We Just Crossed 300 AI Agent Tools: Gmail, 1C, Wildberries, Telegram and 296 More Are Now Available
AACFlow now offers 300+ AI agent tools spanning communication, CRM, e-commerce, payments, AI models, infrastructure, marketing, HR, and logistics. Alexandr Chibilyaev on the tool registry architecture and what it unlocks.
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Apr 1, 2026
AACFlow Surpasses 60,000 Developers and 10 Million Monthly Agent Executions
AACFlow crosses two major milestones: 60,000+ developers on the platform and 10 million agent executions every month. Alexandr Chibilyaev shares the metrics, the engineering lessons, and what comes next.
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