Best AI agent use cases for Software & DevOps (2026)
The 10 software & devops workflows members voted highest, out of 200. Rankings update as votes come in.
- 1
Enhancing Long Agent Runs with Steward
Steward ensures long-running agent processes maintain their progress and can recover from failures.
GitHub Copilot · Other or custom▲ 0
- 2
Nexus: Open-Source Local-First Message Routing for Agents
Nexus simplifies communication between multiple agents by enabling event-driven messaging and customizable routing.
Codex · Claude Code · Hermes Agent · OpenClaw▲ 0
- 3
Queue maintenance and bug fixes for Cursor background agents
A developer authorized the GitHub app so Cursor background agents cloned repos into sandboxes, branched, and worked through a day's queue of maintenance, features and bug fixes.
Cursor▲ 0
- 4
Run parallel local coding agent sessions
A developer runs up to 10 coding agent sessions at once, using Claude Code and local models on RTX 3090s with cached contexts for daily development work.
Claude Code▲ 0
- 5
Have Copilot coding agent write and push code
A developer found the agent good at context and code, but it pushed to a branch leaving main empty and spent hours checking after being told to proceed.
GitHub Copilot▲ 0
- 6
Fix app bugs, harden security and ship fixes autonomously
Omar used Hermes Agent to fix priority bugs in his health app while at work, isolate browser logins, design an infographic banner, and ship production fixes with verified health checks.
Hermes Agent▲ 0
- 7
Rewrite a runtime from TypeScript to Rust with agents
GitHub engineers used Copilot tools to have agents write most of an 800,000-line Rust rewrite of the Copilot runtime across 128 PRs, fixing a few regressions.
GitHub Copilot▲ 0
- 8
Auto-generate a searchable help video library for an app
Used Replit Agent to build a /help page that generates tutorial videos via scenes, Playwright recording, TTS narration and ffmpeg stitching.
Replit Agent▲ 0
- 9
Write a Linux kernel improvement with Claude Code
Linus Torvalds is working on a sizable Linux kernel patch written with Claude Code, per the headline.
Claude Code▲ 0
- 10
Run terminal commands with Copilot agent mode
Users report the agent sometimes fails to read terminal output and may undo correct code; workarounds include switching shells.
GitHub Copilot▲ 0