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Enterprise Automation & AI

Flow Cadax is the premier enterprise platform for automation and applied AI engineers. Designed for developers advancing into Lead Solution Architects through real-world production code and battle-tested architecture.

Founder & Lead Architect
Founder & Architect
Lokesh Kumar — Automation & AI Architect

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founder@flowcadax.com
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  • UiPath Architecture
    Zero to Solution Architect
    $499
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    Autonomous Systems Architect
    $459
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    $299
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    All 4 Enterprise Tracks
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2026 Production Standard · Complete Syllabus Directory

Enterprise Automation & AI Roadmaps.

Inspect our battle-tested curriculums across all 4 disciplines. Compare tiers, modules, topics, and real-world capstones designed to take you from foundational syntax to principal architect.

300 Structured Topics·74 Architecture Modules·86 Production Capstones
2026 HOT · AUTONOMOUS AGENTSUpdated for 2026 Production Standards

Agentic AI & n8n Systems Architect

Build autonomous multi-agent swarms, ReAct loops, and FastMCP tool servers that take real actions.

Core Architecture:LangGraph & LangChainFastMCP ProtocolClaude Computer UseSelf-Hosted n8nVector DB & RAG
Lessons120
Modules30
Capstones16
Lifetime Access:
$459One-time payment
Enroll in TrackView Full Curriculum Page
01

Beginner

Free Syllabus Preview

Foundations of autonomous agents, ReAct reasoning loops, JSON Schema tool calling, and prompt chaining.

7 modules · 28 topics
02

Intermediate

Enterprise Tier · Enrolled Scholars

Model Context Protocol (MCP) FastMCP servers, Claude Computer Use API, and hierarchical memory architectures.

7 modules · 28 topics

Model Context Protocol (MCP) Enterprise Architecture

JSON-RPC 2.0 protocol, host-client-server topology, transports (stdio vs SSE), and scoped security.

4 topics lockedUnlock

Building Production FastMCP Servers in Python & TypeScript

Developing typed MCP servers using FastMCP, connecting SQL databases, GitHub, and Docker deployment.

4 topics lockedUnlock

Claude Computer Use API & OS GUI Grounding

Visual screen grounding, coordinate math, keyboard/mouse actions, and OS desktop automation.

4 topics lockedUnlock

Multimodal Agent Perception & Document Intelligence

Vision reasoning, bounding box detection, unstructured document interpretation, and visual QA gates.

4 topics lockedUnlock

Dynamic Planning & Plan-and-Solve Paradigms

Task decomposition, Plan-and-Solve framework, mid-trajectory replanning, and Tree-of-Thought search.

4 topics lockedUnlock

Local LLMs for Enterprise Agent Tool Calling

Serving DeepSeek-R1 and Qwen 2.5 with Ollama/vLLM, SLM function calling, GPU sizing, and air-gapped security.

4 topics lockedUnlock

Hands-on Lab 2: FastMCP Enterprise Server + Computer Use Bot

Build an enterprise FastMCP server and a Claude Computer Use bot that automates a web portal form.

4 topics lockedUnlock
03

Advanced

Enterprise Tier · Enrolled Scholars

LangGraph state machines, multi-agent teams (CrewAI/AutoGen), DeepMind Antigravity architecture, and subagent orchestration.

8 modules · 32 topics

State-Machine Multi-Agent Frameworks (LangGraph)

StateGraph, TypedDict schemas, state reducers, conditional edges, and persistent checkpointers.

4 topics lockedUnlock

Role-Playing Multi-Agent Squads (CrewAI & AutoGen)

CrewAI agent personas, task delegation, Microsoft AutoGen group chats, and peer critique loops.

4 topics lockedUnlock

DeepMind Antigravity Architecture: Planning-First Paradigm

Planning Mode vs Execution Mode, research gates, implementation plans, and atomic non-destructive edits.

4 topics lockedUnlock

Customization Systems: Skills, Rules & Plugins

Dynamic on-demand Skills (SKILL.md), persistent Rules (AGENTS.md / GEMINI.md), and namespaced Plugins.

4 topics lockedUnlock

Hierarchical Subagents & Browser Automation Subagents

Dynamic subagent spawning, context isolation, multimodal browser subagents, and WebP recording.

4 topics lockedUnlock

Asynchronous Daemons, Cron Schedules & Knowledge Items

Long-running daemon processes, recurring cron schedules, reactive wakeup (no polling), and curated Knowledge Items.

4 topics lockedUnlock

Enterprise Human-in-the-Loop (HITL) Workflows

LangGraph interrupt nodes, risk-based tiering, interactive approval modals, and state resumption.

4 topics lockedUnlock

The Hybrid RPA-Agentic Bridge (UiPath & Power Automate)

Bridging UiPath and Power Automate with LLM cognitive controllers for unstructured data and self-healing.

4 topics lockedUnlock
04

Professional / Job-Ready

Enterprise Tier · Enrolled Scholars

AgentOps observability, ephemeral Docker sandboxing, hallucination guardrails, enterprise capstones, and architect battlecards.

8 modules · 32 topics

Agent Tracing, Observability & Cost Tracking

Instrumenting LangSmith, Arize Phoenix, multi-step trace trees, token attribution, and detecting prompt drift.

4 topics lockedUnlock

Enterprise Agent Security & Sandboxing

Direct/indirect prompt injection defenses, ephemeral Docker sandboxes, e2b microVMs, and least privilege.

4 topics lockedUnlock

Output Validation, Guardrails & Hallucination Benchmarks

Schema enforcement with Instructor, real-time guardrails (Guardrails AI / NeMo), RAG evaluation, and automated CI/CD evals.

4 topics lockedUnlock

Enterprise Capstone 1: Autonomous Financial Reconciliation Agent

Multi-system ERP & banking FastMCP connection, automated ledger discrepancy detection, and signed audit trails.

4 topics lockedUnlock

Enterprise Capstone 2: Autonomous DevOps & Incident SRE Triage Bot

Crash log ingestion, autonomous root-cause analysis via git diffs, sandbox reproduction, and verified pull requests.

4 topics lockedUnlock

Enterprise Capstone 3: Autonomous Market & SEC Filing Intelligence Agent

Multi-agent research team, parsing SEC 10-K filings, citation verification, and executive briefing generation.

4 topics lockedUnlock

Enterprise Capstone 4: End-to-End Enterprise RPA + Agentic Orchestrator

Uniting legacy Windows GUI automation with cloud agent reasoning, dynamic dispatching, and self-healing UI loops.

4 topics lockedUnlock

Autonomous Systems Architect Interview Battlecards & Enterprise SLAs

Senior system design defenses, state drift prevention, zero-trust security, and token cost optimization.

4 topics lockedUnlock
All-in-One Trio Combo Pass

Unlock All 4 Specialization Roadmaps for $699

Gain full lifetime access to UiPath, Microsoft Power Automate, Agentic AI, and SQL Databases. Includes 1-on-1 private architecture consultation with founder Lokesh Kumar. Save $907.

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