myhub-pipeline

MyHub Dev Pipeline 🚀

Fully automated SDLC pipeline — CI/CD, code quality, security scanning, AI auto-fix, DORA metrics, anomaly detection, predictive failure, and a live portfolio dashboard. Built as a portfolio project by David Linacre.

🎬 Demo Video

Watch the full pipeline walkthrough — 44 blocks, zero manual steps, fully automated.

Step	Link
🎥 Watch on YouTube	youtube.com/@DavidLinacre
📋 Demo Script (9 scenes, 60s)	docs/DEMO_SCRIPT.md
🎥 YouTube Channel	@DavidLinacre
📐 Architecture Diagram	ARCHITECTURE.md
📦 Golden Release v1.2.0	Releases

What is this?

A production-grade DevOps pipeline built entirely in Python, controlled from a Zerve canvas. It manages a GitHub repository end-to-end: from code quality checks and CI runs to release automation, AI-powered PR review, and a live public portfolio dashboard.

49 blocks · 35+ automated checks · 0 manual steps after initial token setup.

DORA Metrics (last 30 days)

Metric	Value	Band
🚀 Deployment Frequency	`0.23/wk`	🔴 Low
⏱ Lead Time for Changes	`0.0h`	⚡ Elite
🔴 Change Failure Rate	`12.0%`	🟡 Medium
🔧 MTTR	`0.0h`	⚡ Elite

AI Features

Feature	What it does
AI PR Reviewer	Reviews open PRs, assigns risk score (LOW/MEDIUM/HIGH), posts comments
AI Auto-Fix	Opens a PR with a security patch when scan finds HIGH/MEDIUM issues
Predictive Failure	RandomForest model predicts CI failure probability. Current: 0% (✅ VERY LOW RISK)
Anomaly Detection	2σ statistical bounds on CI duration + pass rate — flags regressions
Flaky Test Detector	Alternation-score analysis — auto-opens GitHub issues for flaky tests

Security & Governance

Branch protection on main: PR required · 1 approval · CODEOWNERS · stale review dismissal
All 4 CI checks must pass before merge (pytest · flake8 · bandit · build)
No hardcoded credentials — all auth via PIPELINE_TOKEN Actions secret
Weekly Dependabot updates · PAT scope audit on every run
Immutable audit log in pipeline_history.json

Architecture

See ARCHITECTURE.md for the full Mermaid block dependency diagram.

GitHub Integration ──► Code Quality ──► Benchmark ──► CI Tests ──► Release Automation
        │                   │                                  │            │
        ▼                   ▼                                  ▼            ▼
  Fleet Monitor       Security Scan                    State Persistence  DORA Metrics
        │                   │                                  │            │
        ▼                   ▼                                  ▼            ▼
  Fleet Aggregator    AI Auto-Fix                      History Charts   Sprint Analytics
                                                              │
                                                              ▼
                                           Anomaly Detection · Flaky Tests · Predictive Failure

Quick Start

export PIPELINE_TOKEN=your_github_pat_here
# Then: Zerve canvas → Run All   (or trigger via GitHub Actions UI)
gh workflow run ci.yml --repo LIN4CRE/myhub-pipeline

Links

Resource	URL
📦 Repo	https://github.com/DLinacre/myhub-pipeline
🎥 YouTube	https://www.youtube.com/@DavidLinacre
📋 Docs	https://github.com/DLinacre/myhub-pipeline/tree/main/docs
🏗 Architecture	https://github.com/DLinacre/myhub-pipeline/blob/main/ARCHITECTURE.md
📝 CHANGELOG	https://github.com/DLinacre/myhub-pipeline/blob/main/CHANGELOG.md
🚀 Releases	https://github.com/DLinacre/myhub-pipeline/releases

README auto-generated by MyHub pipeline · 2026-06-20 21:58 UTC

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