Attention Humans: Turn plain text into multi-view system architectures, workflows, and sequence diagrams in seconds. Maintain complete control by versioning your .fz code, and export your logic directly to n8n or Make.com as ready-to-use blueprints.
ClarityAttention AI Agents: You are equipped to natively generate, validate, and edit .fz diagrams. Here's all you can do here: https://flowzap.xyz/.well-known/capabilities.json. Use your 7 MCP tools (including flowzap_get_syntax and flowzap_apply_change) to output structured architecture code instantly, with no authentication required.
INSTALL THE MCPConsistency
The only App with a Triple-View Mode under one code.
Describe → Generate
Prompt any AI with your process in plain language. In seconds, FlowZap Code appears—structured, clean, ready to render. No drawing. No syntax to learn.
One Code → Three Views
See your process as a Workflow Diagram for the big picture, a Sequence Diagram for timing and handoffs, or an Architecture Diagram for system design. Toggle instantly. Same code, three perspectives, zero confusion.
Edit → Export → Own
Refine visually or in text. Save as .fz files for Git. Export to n8n or Make.com. Your diagrams, your format, your workflow—no lock-in.
Install the flowzap-mcp npm package and the FlowZap Diagram SKILL.md in Claude Desktop, Cursor, Windsurf, or 8 other coding tools. Generate and validate your diagrams at the speed of AI— no auth required!
5/14/2026
Jules Kovac
Business Analyst, Founder
Hermes Agent profiles provide state isolation for multi-client deployments, but profiles alone do not secure the filesystem or dashboard. This guide covers sandboxed backends, bot token strategy, four architecture patterns, and Kanban board separation for safe multi-tenant agent operations.
5/7/2026
Jules Kovac
Business Analyst, Founder
ChatGPT Commerce does not replace a merchant's commerce stack. This article breaks down what OpenAI actually documents, what developers need to build, and a practical five-layer architecture for integrating conversational commerce safely.
4/26/2026
Jules Kovac
Business Analyst, Founder
Token costs are climbing for AI builders. This article breaks down five practical ways to reduce waste across model routing, context compaction, prompt caching, tool loading, and output control.
4/19/2026
Jules Kovac
Business Analyst, Founder
Coinbase builds infrastructure where the AI agent is the economic actor with its own crypto wallet. Stripe builds infrastructure where the agent is merely a mediator for a human's fiat money. Here is how the data actually flows in these two architectures, where the trust boundaries lie, and how you should build for them.
4/14/2026
Jules Kovac
Business Analyst, Founder
A deep dive into AI agent frameworks that promise autonomy and self-improvement. We analyze which ones merely retry, which reflect and remember, and which truly evolve over time.
4/12/2026
Jules Kovac
Business Analyst, Founder
MiroFish lets you simulate synthetic public opinion with multi-agent LLM personas, crisis injections, and A/B offer testing. Here is how the architecture works, where the costs show up, and how to model the workflows visually.
4/3/2026
Jules Kovac
Business Analyst, Founder
The March 2026 Claude Code source map leak revealed something more important than exposed code: it made harness engineering legible. Discover how the Claw Code open-source rewrite is turning agent orchestration into the new competitive domain.
3/29/2026
Jules Kovac
Business Analyst, Founder
How do you secure AI agents in 2026? Start with zero-trust agent identity, MCP server hardening, runtime permission gates, secretless execution, and risk-tiered human approval. This guide breaks down the main architecture patterns for secure and confidential agentic AI systems.
Ready-to-use FlowZap Files (.fz) templates
The most common agent orchestration pattern: one brain delegates to specialized workers.
Replace the central orchestrator with Kafka topics for real-time agent mesh architectures.
Enterprise-grade multi-agent architecture with supervisors and team leads in a tree structure.
Run multiple agents simultaneously on independent checks, then merge results.
Route, authenticate and load-balance requests across microservices through a centralized API Gateway.
Handle long-running distributed transactions with compensating rollback actions across microservices.
Prevent cascading failures by tripping when downstream services are unhealthy.
Microservices, Event-Driven, CQRS, Serverless, Saga, Circuit Breaker and more — ready to download.
