Forem

# automation

Automating development, deployment, and operational tasks.

Posts

👋 Sign in for the ability to sort posts by relevant, latest, or top.
Wednesday check-in: what the diary can't do for you

Wednesday check-in: what the diary can't do for you

Comments
3 min read
Stop Rebooting Linux Just in Case: Practical `needrestart` After APT Upgrades

Stop Rebooting Linux Just in Case: Practical `needrestart` After APT Upgrades

1
Comments
5 min read
AI as Your Ally: Automating Empathy in Drug Shortage Conversations

AI as Your Ally: Automating Empathy in Drug Shortage Conversations

Comments
2 min read
Release Guard Lite — 一个 10 秒搞定发版风险检查的 CLI 工具

Release Guard Lite — 一个 10 秒搞定发版风险检查的 CLI 工具

Comments
1 min read
Build a Discord Bot That Alerts Your Team When Competitors Post
Cover image for Build a Discord Bot That Alerts Your Team When Competitors Post

Build a Discord Bot That Alerts Your Team When Competitors Post

Comments
5 min read
Building a Self-Hosted AI Platform with AutoBot

Building a Self-Hosted AI Platform with AutoBot

Comments
6 min read
How to Separate Execution and Delivery When LLM Usage Exhaustion Breaks Your Cron Jobs

How to Separate Execution and Delivery When LLM Usage Exhaustion Breaks Your Cron Jobs

Comments
2 min read
Optimizing Automation: When to Use Bash, Python, or Rust for Server and File Operations

Optimizing Automation: When to Use Bash, Python, or Rust for Server and File Operations

Comments
14 min read
If AI writes the code, who tests it?

If AI writes the code, who tests it?

Comments
6 min read
I Recorded 13 Hours of My Day With Smart Glasses for AI. Here's What I Built and What I Learned
Cover image for I Recorded 13 Hours of My Day With Smart Glasses for AI. Here's What I Built and What I Learned

I Recorded 13 Hours of My Day With Smart Glasses for AI. Here's What I Built and What I Learned

1
Comments
5 min read
I Don't Remember Which Email My Spotify Is On, So I Built This..
Cover image for I Don't Remember Which Email My Spotify Is On, So I Built This..

I Don't Remember Which Email My Spotify Is On, So I Built This..

Comments
4 min read
The MASTERCLAW Architecture: Running 12 Autonomous Python Bots on One VPS

The MASTERCLAW Architecture: Running 12 Autonomous Python Bots on One VPS

Comments
9 min read
Fixing Proxmox Terraform Deletes with curl + jq

Fixing Proxmox Terraform Deletes with curl + jq

1
Comments
2 min read
Agentic AI: Why 2026 Is The Year Everything Changes

Agentic AI: Why 2026 Is The Year Everything Changes

1
Comments 1
2 min read
Self-Improving Python Scripts with LLMs: My Journey

Self-Improving Python Scripts with LLMs: My Journey

Comments
3 min read
👋 Sign in for the ability to sort posts by relevant, latest, or top.