Crawler Summary

DevX360 answer-first brief

DevX360 is an AI-powered DevOps analytics platform that transforms DORA metrics (Deployment Frequency, Lead Time for Changes, Mean Time to Recovery, and Change Failure Rate) into actionable insights for engineering teams. <p align="center"> <a href="https://devx360.app" target="_blank"> <img src="Assets/DevX360.png" alt="DevX360 Logo" width="200"/> </a> </p> DevX360: AI-Powered DevOps Analytics Platform πŸš€ Project Description **DevX360** is a multi-agent orchestration platform that transforms DORA metrics (Deployment Frequency, Lead Time for Changes, Mean Time to Recovery, and Change Failure Rate) into actionable insights for engineer Published capability contract available. No trust telemetry is available yet. Last updated 2/24/2026.

Freshness

Last checked 2/22/2026

Best For

Contract is available with explicit auth and schema references.

Not Ideal For

DevX360 is not ideal for teams that need stronger public trust telemetry, lower setup complexity, or more explicit contract coverage before production rollout.

Evidence Sources Checked

editorial-content, capability-contract, runtime-metrics, public facts pack

Claim this agent
Agent DossierGitHubSafety: 80/100

DevX360

DevX360 is an AI-powered DevOps analytics platform that transforms DORA metrics (Deployment Frequency, Lead Time for Changes, Mean Time to Recovery, and Change Failure Rate) into actionable insights for engineering teams. <p align="center"> <a href="https://devx360.app" target="_blank"> <img src="Assets/DevX360.png" alt="DevX360 Logo" width="200"/> </a> </p> DevX360: AI-Powered DevOps Analytics Platform πŸš€ Project Description **DevX360** is a multi-agent orchestration platform that transforms DORA metrics (Deployment Frequency, Lead Time for Changes, Mean Time to Recovery, and Change Failure Rate) into actionable insights for engineer

MCPverified

Public facts

6

Change events

1

Artifacts

0

Freshness

Feb 22, 2026

Verifiededitorial-content1 verified compatibility signal

Published capability contract available. No trust telemetry is available yet. Last updated 2/24/2026.

Schema refs publishedTrust evidence available

Trust score

Unknown

Compatibility

MCP

Freshness

Feb 22, 2026

Vendor

Cos301 Se 2025

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Unpublished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

Published capability contract available. No trust telemetry is available yet. Last updated 2/24/2026.

Setup snapshot

git clone https://github.com/COS301-SE-2025/DevX360.git
  1. 1

    Setup complexity is MEDIUM. Standard integration tests and API key provisioning are required before connecting this to production workloads.

  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

Cos301 Se 2025

profilemedium
Observed Feb 24, 2026Source linkProvenance
Compatibility (2)

Protocol compatibility

MCP

contracthigh
Observed Feb 24, 2026Source linkProvenance

Auth modes

mcp, api_key

contracthigh
Observed Feb 24, 2026Source linkProvenance
Artifact (1)

Machine-readable schemas

OpenAPI or schema references published

contracthigh
Observed Feb 24, 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 MCP

Extracted files

0

Examples

0

Snippets

0

Languages

typescript

Docs & README

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

Self-declaredGITHUB MCP

Docs source

GITHUB MCP

Editorial quality

ready

DevX360 is an AI-powered DevOps analytics platform that transforms DORA metrics (Deployment Frequency, Lead Time for Changes, Mean Time to Recovery, and Change Failure Rate) into actionable insights for engineering teams. <p align="center"> <a href="https://devx360.app" target="_blank"> <img src="Assets/DevX360.png" alt="DevX360 Logo" width="200"/> </a> </p> DevX360: AI-Powered DevOps Analytics Platform πŸš€ Project Description **DevX360** is a multi-agent orchestration platform that transforms DORA metrics (Deployment Frequency, Lead Time for Changes, Mean Time to Recovery, and Change Failure Rate) into actionable insights for engineer

Full README
<p align="center"> <a href="https://devx360.app" target="_blank"> <img src="Assets/DevX360.png" alt="DevX360 Logo" width="200"/> </a> </p>

DevX360: AI-Powered DevOps Analytics Platform

Top Language Commit Activity Repo Size Open Issues Last Commit

πŸš€ Project Description

DevX360 is a multi-agent orchestration platform that transforms DORA metrics (Deployment Frequency, Lead Time for Changes, Mean Time to Recovery, and Change Failure Rate) into actionable insights for engineering teams. Designed to address the rapid growth of the South African software industry (projected to reach USD 3.4 billion by 2030), this tool automates DevOps analytics, and visualization of critical performance indicators, enabling teams to achieve elite DevOps performance and experiment tracking via autonomous agents and LLM/AI integrations. Built with Node.js, React, and MongoDB; ships real-time metrics, dashboards, and predictive insights at production scale.


πŸ”‘ Key Features

  • AI-Driven Insights:
    • Identify performance bottlenecks via Ollama (local LLM) code analysis.
    • Predictive alerts to prevent workflow degradation.
  • Real-Time Dashboard:
    • Interactive visualization of team/individual metrics (React + D3.js).
    • Trend analysis and customizable benchmarks.
  • Automated Integrations:
    • GitHub integrations for seamless data collection.
  • Reporting:
    • Generate PDF/CSV reports and Slack alerts for metric deviations.

πŸ›  Technologies Used

| Component | Technology/Framework | Justification | |---------------------|--------------------------------------------------------------------------------------------------------|----------------------------------------| | Frontend | <img src="https://raw.githubusercontent.com/github/explore/main/topics/react/react.png" width="24"/> React | Interactive dashboards & visualization | | Backend | <img src="https://raw.githubusercontent.com/github/explore/main/topics/nodejs/nodejs.png" width="24"/> Node.js (Express) | High-throughput API handling | | AI Analysis(Hosted) | <img src="https://encrypted-tbn0.gstatic.com/images?q=tbn:ANd9GcTpENkKrmMEnTEVg4hNLhje-ulIiVCpWRITxA&s" width="24"/> OpenAI API | Cloud-hosted AI for lightweight, scalable analysis | | AI Analysis(Local) | <img src="https://miro.medium.com/v2/resize:fit:1100/format:webp/1*UnUo_KuVO3gVcrwPqiAzAg.png" width="24"/> Ollama (Local LLM) | Offline, cost-free code analysis | | Data Processing | πŸ™ Octokit | Reliable metric scheduling | | Database | <img src="https://raw.githubusercontent.com/github/explore/main/topics/mongodb/mongodb.png" width="24"/> MongoDB Atlas | Real-time capabilities & free tier | | Hosting | <img src="https://raw.githubusercontent.com/github/explore/main/topics/vercel/vercel.png" width="24"/> Vercel | Zero-cost deployment |


We use a collaborative workflow to manage progress and documentation.

πŸ“„ View Our Documentation


πŸ‘₯ Team DOSKS

<p align="center"> <img src="Assets/DevX360 Team.jpg" alt="DevX360 Team" width="600"/> </p>

Welcome to Team DOSKS! We’re final-year Computer Science students at the University of Pretoria who love all things code, data, and UX. Get to know us below:

<details> <summary><strong>πŸ›‘οΈ Sipho Sehlapelo</strong> β€” Currently serving as the Project Manager, UI Engineer, and Designer</summary> <div>
  • Key Skills: React Β· Full-Stack Development
  • About Me:

    β€œI’m in my final year studying Computer Science at UP. I’m driven by solving real-world problems with codeβ€”whether it’s building a full-stack web app in JavaScript or exploring data pipelines in Python. I love finding creative ways to bridge theory with hands-on projects.”

Find me on:

LinkedIn – Sipho SehlapeloGitHub - Sipho Sehlapelo

</div> </details> <details> <summary><strong>βš™οΈ Sibusiso Mngomezulu</strong> β€” Currently serving on the backend team as a Data Engineer, with major contributions to Service Engineering</summary> <div>
  • Key Skills: JavaScript Β· Node.js Β· API Development
  • About Me:

    β€œAs a final-year UP CS student, I’m passionate about designing robust backend systems. I enjoy writing clean Node.js APIs, optimizing data flows in Python, and ensuring that every service scales efficiently. I’m always curious about new patterns in distributed computing and I enjoy tinkering with open-source projects.”

Find me here:

LinkedIn – Sibusiso MngomezuluGitHub - Sibusiso Mngomezulu

</div> </details> <details> <summary><strong>πŸ”— Kelsey Hamann</strong> β€” Currently serving on the backend as the Integration Engineer, and partially as a Data Engineer, Testing Engineer, and Architect. </summary> <div>
  • Key Skills: JavaScript Β· Distributed Systems
  • About Me:

    β€œI’m wrapping up my CS degree at UP this year, with a deep interest in distributed systems and Python scripting. I find joy in breaking down complex architectures into maintainable modules and exploring container orchestration.”

Contact me here:

LinkedIn – Kelsey HamannGitHub - Kelsey Hamann

</div> </details> <details> <summary><strong>🎨 David Musa-Alsien</strong> β€” Currently serving as the Documentation Specialist, Testing Engineer, and partially as an Architect and DevOps Engineer. </summary> <div>
  • Key Skills: React Β· UI/UX Design
  • About Me:

    β€œIn my final year at UP, I focus on crafting intuitive user experiences. I’m passionate about accessibility and love turning data into interactive visual stories. I enjoy seeing how I can apply the coding concepts I learn in everyday life and using my skills to benefit those around me as well as myself.”

Contact me here:

LinkedIn – David Musa-Alsien GitHub - David Musa-Alsien

</div> </details> <details> <summary><strong>πŸͺŸ Lwando Msindo</strong> β€” Currently serving on the frontend as a UI Engineer. </summary> <div>
  • Key Skills: REST APIs Β· React
  • About Me:

    β€œAs a final-year Computer Science student at UP, I am passionate about how software works at its core. I enjoy shaping the logic that drives applications and designing abstractions that simplify complexity, now extending that mindset into UI/UX design.”

Contact me here:

LinkedIn – Lwando MsindoGitHub - Lwando

</div> </details>

Contact us here:

πŸ“§ Team Email: doskscapstone17@gmail.com

DevX360


Contract & API

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

Verifiedcapability-contract

Contract coverage

Status

ready

Auth

mcp, api_key

Streaming

No

Data region

global

Protocol support

MCP: verified

Requires: mcp, lang:typescript

Forbidden: none

Guardrails

Operational confidence: medium

Contract is available with explicit auth and schema references.
Trust confidence is not low and verification freshness is acceptable.
Protocol support is explicitly confirmed in contract metadata.
Invocation examples
curl -s "https://xpersona.co/api/v1/agents/mcp-cos301-se-2025-devx360/snapshot"
curl -s "https://xpersona.co/api/v1/agents/mcp-cos301-se-2025-devx360/contract"
curl -s "https://xpersona.co/api/v1/agents/mcp-cos301-se-2025-devx360/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

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.

Self-declaredprotocol-neighbors
GITLAB_AI_CATALOGgitlab-mcp

Rank

83

A Model Context Protocol (MCP) server for GitLab

Traction

No public download signal

Freshness

Updated 2d ago

MCP
GITLAB_PUBLIC_PROJECTSgitlab-mcp

Rank

80

A Model Context Protocol (MCP) server for GitLab

Traction

No public download signal

Freshness

Updated 2d ago

MCP
GITLAB_AI_CATALOGrmcp-openapi

Rank

74

Expose OpenAPI definition endpoints as MCP tools using the official Rust SDK for the Model Context Protocol (https://github.com/modelcontextprotocol/rust-sdk)

Traction

No public download signal

Freshness

Updated 2d ago

MCP
GITLAB_AI_CATALOGrmcp-actix-web

Rank

72

An actix_web backend for the official Rust SDK for the Model Context Protocol (https://github.com/modelcontextprotocol/rust-sdk)

Traction

No public download signal

Freshness

Updated 2d ago

MCP
Machine Appendix

Contract JSON

{
  "contractStatus": "ready",
  "authModes": [
    "mcp",
    "api_key"
  ],
  "requires": [
    "mcp",
    "lang:typescript"
  ],
  "forbidden": [],
  "supportsMcp": true,
  "supportsA2a": false,
  "supportsStreaming": false,
  "inputSchemaRef": "https://github.com/COS301-SE-2025/DevX360#input",
  "outputSchemaRef": "https://github.com/COS301-SE-2025/DevX360#output",
  "dataRegion": "global",
  "contractUpdatedAt": "2026-02-24T19:46:49.627Z",
  "sourceUpdatedAt": "2026-02-24T19:46:49.627Z",
  "freshnessSeconds": 4440837
}

Invocation Guide

{
  "preferredApi": {
    "snapshotUrl": "https://xpersona.co/api/v1/agents/mcp-cos301-se-2025-devx360/snapshot",
    "contractUrl": "https://xpersona.co/api/v1/agents/mcp-cos301-se-2025-devx360/contract",
    "trustUrl": "https://xpersona.co/api/v1/agents/mcp-cos301-se-2025-devx360/trust"
  },
  "curlExamples": [
    "curl -s \"https://xpersona.co/api/v1/agents/mcp-cos301-se-2025-devx360/snapshot\"",
    "curl -s \"https://xpersona.co/api/v1/agents/mcp-cos301-se-2025-devx360/contract\"",
    "curl -s \"https://xpersona.co/api/v1/agents/mcp-cos301-se-2025-devx360/trust\""
  ],
  "jsonRequestTemplate": {
    "query": "summarize this repo",
    "constraints": {
      "maxLatencyMs": 2000,
      "protocolPreference": [
        "MCP"
      ]
    }
  },
  "jsonResponseTemplate": {
    "ok": true,
    "result": {
      "summary": "...",
      "confidence": 0.9
    },
    "meta": {
      "source": "GITHUB_MCP",
      "generatedAt": "2026-04-17T05:20:46.659Z"
    }
  },
  "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": "MCP",
      "type": "protocol",
      "support": "supported",
      "confidenceSource": "contract",
      "notes": "Confirmed by capability contract"
    }
  ],
  "flattenedTokens": "protocol:MCP|supported|contract"
}

Facts JSON

[
  {
    "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": "protocols",
    "category": "compatibility",
    "label": "Protocol compatibility",
    "value": "MCP",
    "href": "https://xpersona.co/api/v1/agents/mcp-cos301-se-2025-devx360/contract",
    "sourceUrl": "https://xpersona.co/api/v1/agents/mcp-cos301-se-2025-devx360/contract",
    "sourceType": "contract",
    "confidence": "high",
    "observedAt": "2026-02-24T19:46:49.627Z",
    "isPublic": true
  },
  {
    "factKey": "auth_modes",
    "category": "compatibility",
    "label": "Auth modes",
    "value": "mcp, api_key",
    "href": "https://xpersona.co/api/v1/agents/mcp-cos301-se-2025-devx360/contract",
    "sourceUrl": "https://xpersona.co/api/v1/agents/mcp-cos301-se-2025-devx360/contract",
    "sourceType": "contract",
    "confidence": "high",
    "observedAt": "2026-02-24T19:46:49.627Z",
    "isPublic": true
  },
  {
    "factKey": "schema_refs",
    "category": "artifact",
    "label": "Machine-readable schemas",
    "value": "OpenAPI or schema references published",
    "href": "https://github.com/COS301-SE-2025/DevX360#input",
    "sourceUrl": "https://xpersona.co/api/v1/agents/mcp-cos301-se-2025-devx360/contract",
    "sourceType": "contract",
    "confidence": "high",
    "observedAt": "2026-02-24T19:46:49.627Z",
    "isPublic": true
  },
  {
    "factKey": "vendor",
    "category": "vendor",
    "label": "Vendor",
    "value": "Cos301 Se 2025",
    "href": "https://github.com/COS301-SE-2025/DevX360",
    "sourceUrl": "https://github.com/COS301-SE-2025/DevX360",
    "sourceType": "profile",
    "confidence": "medium",
    "observedAt": "2026-02-24T19:43:14.176Z",
    "isPublic": true
  },
  {
    "factKey": "handshake_status",
    "category": "security",
    "label": "Handshake status",
    "value": "UNKNOWN",
    "href": "https://xpersona.co/api/v1/agents/mcp-cos301-se-2025-devx360/trust",
    "sourceUrl": "https://xpersona.co/api/v1/agents/mcp-cos301-se-2025-devx360/trust",
    "sourceType": "trust",
    "confidence": "medium",
    "observedAt": null,
    "isPublic": true
  }
]

Change Events JSON

[
  {
    "eventType": "docs_update",
    "title": "Docs refreshed: Sign in to GitHub Β· 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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