Crawler Summary

agentic-architecture-patterns answer-first brief

Reference architectures for agentic AI: ReAct, Plan-Execute, Multi-Agent, HITL, RAG — implemented in Strands, LangGraph, and CrewAI Agentic Architecture Patterns A reference architecture collection demonstrating agentic AI design patterns implemented across **Strands Agents SDK**, **LangGraph**, and **CrewAI**. Built for architects and engineers evaluating agent frameworks and patterns. Patterns | # | Pattern | Description | Best For | |---|---------|-------------|----------| | 01 | $1 | Reasoning + Acting loop with tool use | General-purpose too Capability contract not published. No trust telemetry is available yet. Last updated 10/9/2026.

Freshness

Last checked 10/9/2026

Best For

agentic-architecture-patterns is best for crewai, multi-agent workflows where OpenClaw compatibility matters.

Not Ideal For

Contract metadata is missing or unavailable for deterministic execution.

Evidence Sources Checked

editorial-content, GITHUB REPOS, runtime-metrics, public facts pack

Agent DossierGITHUB REPOSSafety: 66/100

agentic-architecture-patterns

Reference architectures for agentic AI: ReAct, Plan-Execute, Multi-Agent, HITL, RAG — implemented in Strands, LangGraph, and CrewAI Agentic Architecture Patterns A reference architecture collection demonstrating agentic AI design patterns implemented across **Strands Agents SDK**, **LangGraph**, and **CrewAI**. Built for architects and engineers evaluating agent frameworks and patterns. Patterns | # | Pattern | Description | Best For | |---|---------|-------------|----------| | 01 | $1 | Reasoning + Acting loop with tool use | General-purpose too

OpenClawself-declared

Public facts

4

Change events

1

Artifacts

0

Freshness

Oct 9, 2026

Verifiededitorial-contentNo verified compatibility signals

Capability contract not published. No trust telemetry is available yet. Last updated 10/9/2026.

Trust evidence available

Trust score

Unknown

Compatibility

OpenClaw

Freshness

Oct 9, 2026

Vendor

Hasanmehdirizvi

Artifacts

0

Benchmarks

0

Last release

Unpublished

Executive Summary

Key links, install path, and a quick operational read before the deeper crawl record.

Verifiededitorial-content

Summary

Capability contract not published. No trust telemetry is available yet. Last updated 10/9/2026.

Setup snapshot

  1. 1

    Setup complexity is LOW. This package is likely designed for quick installation with minimal external side-effects.

  2. 2

    Final validation: Expose the agent to a mock request payload inside a sandbox and trace the network egress before allowing access to real customer data.

Evidence Ledger

Everything public we have scraped or crawled about this agent, grouped by evidence type with provenance.

Verifiededitorial-content
Vendor (1)

Vendor

Hasanmehdirizvi

profilemedium
Observed Oct 9, 2026Source linkProvenance
Compatibility (1)

Protocol compatibility

OpenClaw

contractmedium
Observed Oct 9, 2026Source linkProvenance
Security (1)

Handshake status

UNKNOWN

trustmedium
Observed unknownSource linkProvenance
Integration (1)

Crawlable docs

6 indexed pages on the official domain

search_documentmedium
Observed Apr 15, 2026Source linkProvenance

Release & Crawl Timeline

Merged public release, docs, artifact, benchmark, pricing, and trust refresh events.

Self-declaredagent-index

Artifacts Archive

Extracted files, examples, snippets, parameters, dependencies, permissions, and artifact metadata.

Self-declaredGITHUB REPOS

Extracted files

0

Examples

2

Snippets

0

Languages

python

Executable Examples

bash

pip install -r requirements.txt

# Set up AWS credentials for Strands (uses Bedrock)
export AWS_PROFILE=bedrock
export AWS_REGION=us-west-2

# Set up OpenAI key for LangGraph/CrewAI examples
export OPENAI_API_KEY=your-key-here

text

agentic-architecture-patterns/
├── patterns/
│   ├── 01-react/              # ReAct pattern
│   ├── 02-plan-and-execute/   # Plan-and-Execute pattern
│   ├── 03-multi-agent-supervisor/  # Supervisor pattern
│   ├── 04-human-in-the-loop/  # HITL pattern
│   └── 05-rag-agent/          # RAG-augmented agent
├── docs/
│   ├── framework-comparison.md
│   └── decision-tree.md
├── requirements.txt
└── README.md

Docs & README

Full documentation captured from public sources, including the complete README when available.

Self-declaredGITHUB REPOS

Docs source

GITHUB REPOS

Editorial quality

ready

Reference architectures for agentic AI: ReAct, Plan-Execute, Multi-Agent, HITL, RAG — implemented in Strands, LangGraph, and CrewAI Agentic Architecture Patterns A reference architecture collection demonstrating agentic AI design patterns implemented across **Strands Agents SDK**, **LangGraph**, and **CrewAI**. Built for architects and engineers evaluating agent frameworks and patterns. Patterns | # | Pattern | Description | Best For | |---|---------|-------------|----------| | 01 | $1 | Reasoning + Acting loop with tool use | General-purpose too

Full README

Agentic Architecture Patterns

A reference architecture collection demonstrating agentic AI design patterns implemented across Strands Agents SDK, LangGraph, and CrewAI. Built for architects and engineers evaluating agent frameworks and patterns.

Patterns

| # | Pattern | Description | Best For | |---|---------|-------------|----------| | 01 | ReAct | Reasoning + Acting loop with tool use | General-purpose tool-using agents | | 02 | Plan-and-Execute | Separate planning from execution | Complex multi-step tasks | | 03 | Multi-Agent Supervisor | Supervisor delegates to specialist agents | Domain-diverse workloads | | 04 | Human-in-the-Loop | Agent pauses for human approval | High-stakes decisions | | 05 | RAG Agent | Retrieval-augmented generation with agent routing | Knowledge-intensive tasks |

Framework Comparison Matrix

| Capability | Strands Agents | LangGraph | CrewAI | |------------|---------------|-----------|--------| | Paradigm | SDK/imperative | Graph-based state machine | Declarative role-based | | Orchestration | Agent loop with tools | Nodes + edges + state | Crew with process type | | State Management | Conversation context | Explicit TypedDict state | Shared crew memory | | Human-in-the-Loop | Custom tool pattern | First-class interrupt | Human input tool | | Multi-Agent | Agent-as-tool composition | Supervisor/swarm graphs | Crew with manager | | Streaming | Built-in event hooks | Stream modes (values/updates) | Callback handlers | | Persistence | Custom implementation | Checkpointer (SQLite/Postgres) | Built-in memory types | | Best For | AWS-native, Bedrock-first apps | Complex stateful workflows | Rapid prototyping, role-play agents |

Architecture Decision Records

See docs/decision-tree.md for guidance on selecting the right pattern and framework for your use case.

See docs/framework-comparison.md for detailed trade-off analysis.

Getting Started

pip install -r requirements.txt

# Set up AWS credentials for Strands (uses Bedrock)
export AWS_PROFILE=bedrock
export AWS_REGION=us-west-2

# Set up OpenAI key for LangGraph/CrewAI examples
export OPENAI_API_KEY=your-key-here

Project Structure

agentic-architecture-patterns/
├── patterns/
│   ├── 01-react/              # ReAct pattern
│   ├── 02-plan-and-execute/   # Plan-and-Execute pattern
│   ├── 03-multi-agent-supervisor/  # Supervisor pattern
│   ├── 04-human-in-the-loop/  # HITL pattern
│   └── 05-rag-agent/          # RAG-augmented agent
├── docs/
│   ├── framework-comparison.md
│   └── decision-tree.md
├── requirements.txt
└── README.md

License

MIT

Contract & API

Machine endpoints, protocol fit, contract coverage, invocation examples, and guardrails for agent-to-agent use.

MissingGITHUB REPOS

Contract coverage

Status

missing

Auth

None

Streaming

No

Data region

Unspecified

Protocol support

OpenClaw: self-declared

Requires: none

Forbidden: none

Guardrails

Operational confidence: low

No positive guardrails captured.
Invocation examples
curl -s "https://www.xpersona.co/api/v1/agents/crewai-hasanmehdirizvi-agentic-architecture-patterns/snapshot"
curl -s "https://www.xpersona.co/api/v1/agents/crewai-hasanmehdirizvi-agentic-architecture-patterns/contract"
curl -s "https://www.xpersona.co/api/v1/agents/crewai-hasanmehdirizvi-agentic-architecture-patterns/trust"

Reliability & Benchmarks

Trust and runtime signals, benchmark suites, failure patterns, and practical risk constraints.

Missingruntime-metrics

Trust signals

Handshake

UNKNOWN

Confidence

unknown

Attempts 30d

unknown

Fallback rate

unknown

Runtime metrics

Observed P50

unknown

Observed P95

unknown

Rate limit

unknown

Estimated cost

unknown

Do not use if

Contract metadata is missing or unavailable for deterministic execution.
No benchmark suites or observed failure patterns are available.

Media & Demo

Every public screenshot, visual asset, demo link, and owner-provided destination tied to this agent.

Missingno-media
No screenshots, media assets, or demo links are available.

Related Agents

Neighboring agents from the same protocol and source ecosystem for comparison and shortlist building.

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Machine Appendix

Contract JSON

{
  "contractStatus": "missing",
  "authModes": [],
  "requires": [],
  "forbidden": [],
  "supportsMcp": false,
  "supportsA2a": false,
  "supportsStreaming": false,
  "inputSchemaRef": null,
  "outputSchemaRef": null,
  "dataRegion": null,
  "contractUpdatedAt": null,
  "sourceUpdatedAt": null,
  "freshnessSeconds": null
}

Invocation Guide

{
  "preferredApi": {
    "snapshotUrl": "https://www.xpersona.co/api/v1/agents/crewai-hasanmehdirizvi-agentic-architecture-patterns/snapshot",
    "contractUrl": "https://www.xpersona.co/api/v1/agents/crewai-hasanmehdirizvi-agentic-architecture-patterns/contract",
    "trustUrl": "https://www.xpersona.co/api/v1/agents/crewai-hasanmehdirizvi-agentic-architecture-patterns/trust"
  },
  "curlExamples": [
    "curl -s \"https://www.xpersona.co/api/v1/agents/crewai-hasanmehdirizvi-agentic-architecture-patterns/snapshot\"",
    "curl -s \"https://www.xpersona.co/api/v1/agents/crewai-hasanmehdirizvi-agentic-architecture-patterns/contract\"",
    "curl -s \"https://www.xpersona.co/api/v1/agents/crewai-hasanmehdirizvi-agentic-architecture-patterns/trust\""
  ],
  "jsonRequestTemplate": {
    "query": "summarize this repo",
    "constraints": {
      "maxLatencyMs": 2000,
      "protocolPreference": [
        "OPENCLEW"
      ]
    }
  },
  "jsonResponseTemplate": {
    "ok": true,
    "result": {
      "summary": "...",
      "confidence": 0.9
    },
    "meta": {
      "source": "GITHUB_REPOS",
      "generatedAt": "2026-10-10T01:52:48.745Z"
    }
  },
  "retryPolicy": {
    "maxAttempts": 3,
    "backoffMs": [
      500,
      1500,
      3500
    ],
    "retryableConditions": [
      "HTTP_429",
      "HTTP_503",
      "NETWORK_TIMEOUT"
    ]
  }
}

Trust JSON

{
  "status": "unavailable",
  "handshakeStatus": "UNKNOWN",
  "verificationFreshnessHours": null,
  "reputationScore": null,
  "p95LatencyMs": null,
  "successRate30d": null,
  "fallbackRate": null,
  "attempts30d": null,
  "trustUpdatedAt": null,
  "trustConfidence": "unknown",
  "sourceUpdatedAt": null,
  "freshnessSeconds": null
}

Capability Matrix

{
  "rows": [
    {
      "key": "OPENCLEW",
      "type": "protocol",
      "support": "unknown",
      "confidenceSource": "profile",
      "notes": "Listed on profile"
    },
    {
      "key": "crewai",
      "type": "capability",
      "support": "supported",
      "confidenceSource": "profile",
      "notes": "Declared in agent profile metadata"
    },
    {
      "key": "multi-agent",
      "type": "capability",
      "support": "supported",
      "confidenceSource": "profile",
      "notes": "Declared in agent profile metadata"
    }
  ],
  "flattenedTokens": "protocol:OPENCLEW|unknown|profile capability:crewai|supported|profile capability:multi-agent|supported|profile"
}

Facts JSON

[
  {
    "factKey": "vendor",
    "category": "vendor",
    "label": "Vendor",
    "value": "Hasanmehdirizvi",
    "href": "https://github.com/hasanmehdirizvi/agentic-architecture-patterns",
    "sourceUrl": "https://github.com/hasanmehdirizvi/agentic-architecture-patterns",
    "sourceType": "profile",
    "confidence": "medium",
    "observedAt": "2026-10-09T21:21:42.186Z",
    "isPublic": true
  },
  {
    "factKey": "protocols",
    "category": "compatibility",
    "label": "Protocol compatibility",
    "value": "OpenClaw",
    "href": "https://www.xpersona.co/api/v1/agents/crewai-hasanmehdirizvi-agentic-architecture-patterns/contract",
    "sourceUrl": "https://www.xpersona.co/api/v1/agents/crewai-hasanmehdirizvi-agentic-architecture-patterns/contract",
    "sourceType": "contract",
    "confidence": "medium",
    "observedAt": "2026-10-09T21:21:42.186Z",
    "isPublic": true
  },
  {
    "factKey": "docs_crawl",
    "category": "integration",
    "label": "Crawlable docs",
    "value": "6 indexed pages on the official domain",
    "href": "https://github.com/login?return_to=https%3A%2F%2Fgithub.com%2Fopenclaw%2Fskills%2Ftree%2Fmain%2Fskills%2Fasleep123%2Fcaldav-calendar",
    "sourceUrl": "https://github.com/login?return_to=https%3A%2F%2Fgithub.com%2Fopenclaw%2Fskills%2Ftree%2Fmain%2Fskills%2Fasleep123%2Fcaldav-calendar",
    "sourceType": "search_document",
    "confidence": "medium",
    "observedAt": "2026-04-15T05:03:46.393Z",
    "isPublic": true
  },
  {
    "factKey": "handshake_status",
    "category": "security",
    "label": "Handshake status",
    "value": "UNKNOWN",
    "href": "https://www.xpersona.co/api/v1/agents/crewai-hasanmehdirizvi-agentic-architecture-patterns/trust",
    "sourceUrl": "https://www.xpersona.co/api/v1/agents/crewai-hasanmehdirizvi-agentic-architecture-patterns/trust",
    "sourceType": "trust",
    "confidence": "medium",
    "observedAt": null,
    "isPublic": true
  }
]

Change Events JSON

[
  {
    "eventType": "docs_update",
    "title": "Docs refreshed: Sign in to GitHub · GitHub",
    "description": "Fresh crawlable documentation was indexed for the official domain.",
    "href": "https://github.com/login?return_to=https%3A%2F%2Fgithub.com%2Fopenclaw%2Fskills%2Ftree%2Fmain%2Fskills%2Fasleep123%2Fcaldav-calendar",
    "sourceUrl": "https://github.com/login?return_to=https%3A%2F%2Fgithub.com%2Fopenclaw%2Fskills%2Ftree%2Fmain%2Fskills%2Fasleep123%2Fcaldav-calendar",
    "sourceType": "search_document",
    "confidence": "medium",
    "observedAt": "2026-04-15T05:03:46.393Z",
    "isPublic": true
  }
]

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