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WorkOps: Forensic-Grade AI Automation 🦅

CI Status License Python Version Release

WorkOps (Axios Forensic) is a high-fidelity automation framework designed for audit-heavy environments. It bridges the gap between AI generation and professional engineering by enforcing an immutable Proof-of-Execution chain for every outcome.

Important

What this is: A robust demonstration of Dockerized AI-Orchestration, CI/CD Hard-Traces, and Zero-Placeholder templating. Why it matters: It provides verifiable proof that an automation ran successfully in a clean environment, preventing "Black Box" automation failures.


🏗️ System Architecture

System Architecture

WorkOps operates on a three-layer model:

  1. Intelligence Layer: RAG-enhanced LLM orchestration for decision scoring.
  2. Orchestration Layer: FastAPI gateway and n8n workflows managing state.
  3. Forensic Layer: Immutable log collection and SHA-256 integrity sealing.

🎯 Key Features

  • 🛡️ Forensic-Grade Proof (EAGLE-066): Automated 6-gate audit for every run.
  • 🚫 Anti-Mock Guardian: Build-time rejection of simulated or fake evidence logs.
  • 📦 ProofPack Delivery: Holistic ZIP bundles containing CVs, DM drafts, and full audit traces.
  • 🧩 Zero-Placeholder Engine: Candidate profile YAML to final document mapping.
  • 🐳 One-Command CI: Full Docker lifecycle management via GitHub Actions.

🚀 Quickstart

Verify a local environment in 90 seconds:

# Clone the repository
git clone https://github.com/Carefree1987/workops.git
cd workops

# Run the Audit Builder
python proofpack_build.py

Check the results in: artifacts/exports/application_pack_sample/


🛡️ The Proof-6 Audit

Every build is validated through 6 gates: Audit Pipeline

  1. Scope | 2. Diff | 3. Tests (Hard-Trace) | 4. Artifacts | 5. Repro | 6. Integrity (SHA-256)

📂 Documentation Index

Detailed guides are available in the /docs folder:


🔐 Security & Privacy

  • Zero Secrets: This repository does not contain API keys or tokens.
  • Privacy-First: PII is scrubbed from public logs; only synthetic or redacted data is showcased in CI.
  • Auditability: All actions are logged with GitHub Run ID provenance.

📜 License & Author

Distributed under the MIT License. Created by Dennis Sorgenfrei.


WorkOps - Stop guessing. Start proving. 🦅

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