DEV Community: jo@yusef

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jo@yusef — Tue, 13 Oct 2026 17:26:18 +0000

jo@yusef

Oct 13

Antigravity: How I Built an Autonomous Linux FinOps & Bloat Killer in Python ⚡

#finops #devops #linux #python

2 min read

Antigravity: How I Built an Autonomous Linux FinOps & Bloat Killer in Python ⚡

jo@yusef — Tue, 13 Oct 2026 17:25:04 +0000

Every engineer who manages Linux servers or cloud VMs knows this headache: over time, disk space mysteriously vanishes.

You find yourself digging through journalctl logs, cleaning untagged Docker layers, hunting zombie processes, and wondering why your cloud storage bill just spiked.

To solve this, I built Antigravity — an open-source, autonomous Linux Zero-Bloat, Telemetry & FinOps Engine written in Python.

🌌 Why FinOps Matters on Linux Servers

In production environments (AWS, GCP, Hetzner), disk space isn't just a technical metric — it's an ongoing monthly expense.

When your disks fill up with stale logs and abandoned Docker caches, engineering teams are forced to allocate larger storage volumes (AWS EBS gp3). Antigravity directly addresses this by calculating raw disk bloat and translating it into real projected monthly and annual dollar waste (USD).

⚡ Key Capabilities

🛰️ Sub-Second Deadweight Telemetry: Audits /var/cache/apt/archives, measures active systemd journal pressure, and scans Docker reclaimable layers.
💰 FinOps Economic Waste Engine: Evaluates wasted storage against AWS EBS pricing benchmarks ($0.12/GB-month) to give teams instant cost visibility.
🔍 Zombie & Leak Hunter: Inspects the OS process table for zombie PIDs and runaway memory consumers.
🧹 Sandboxed Zero-G Purge: Vacuums stale logs down to a safe 3-day window and cleans residual package archives with zero risk to user files or databases.
🎨 Modern Rich Terminal UI: Pure terminal aesthetics with zero heavy web server overhead.

🚀 Try It in 30 Seconds

You can test Antigravity on any Linux machine with Python 3.10+:

git clone https://github.com/EngJoDev/antigravity.git
cd antigravity
chmod +x run.sh

Run deep audit & FinOps report

./run.sh scan

Safely achieve Zero-Gravity

./run.sh purge

🌟 Open Source & Contributions

Antigravity is 100% free and open-source under the MIT license.

⭐ Check out the project, explore the code, and leave a Star on GitHub:
https://github.com/EngJoDev/antigravity

I would love to hear your feedback, ideas for new features, and thoughts on cloud cost optimization in the comments below!

[Boost]

jo@yusef — Mon, 12 Oct 2026 18:01:54 +0000

jo@yusef

Oct 12

I Built GhostOps: An Autonomous Linux Terminal SRE Copilot in Python ⚡

#devops #linux #python #opensource

1 min read

I Built GhostOps: An Autonomous Linux Terminal SRE Copilot in Python ⚡

jo@yusef — Mon, 12 Oct 2026 17:55:49 +0000

Every developer and sysadmin knows the feeling: you log into a Linux server, containers are in crash loops, memory is spiking, and you find yourself juggling between journalctl, docker ps, htop, and random bash scripts.

I wanted something faster, smarter, and terminal-native. So I built GhostOps — an open-source, autonomous SRE & DevOps copilot designed specifically for Linux.

🌟 What is GhostOps?

GhostOps is a zero-bloat CLI copilot written in Python. It acts like an intelligent system reliability engineer residing directly inside your terminal. It continuously monitors health telemetry, pinpoints anomalies, and safely proposes remediations.

⚡ Key Features

📊 Real-Time Host Telemetry: Fast inspection of CPU, RAM usage, and vital system health.
🐳 Container Self-Healing: Automatically scans Docker containers, spots crash loops, and identifies root causes.
🛡️ Safe Execution Sandbox: Every recommended command undergoes safety validation (SAFE, CAUTION, or DANGEROUS) before any action is taken.
🔒 Privacy-First & Local AI: Supports local offline LLMs using Ollama, as well as cloud providers.
🎨 Modern Rich Terminal UI: Clean dashboards without heavy web dashboards or bloat.

🚀 Quick Start (Try It in 30 Seconds)

You can clone and test it immediately on any Linux machine:


bash
git clone https://github.com/EngJoDev/ghostops.git
cd ghostops
./run.sh doctor   # Run instant system diagnosis
./run.sh top      # Launch live telemetry dashboard