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Automation stories

Automation — from shell scripts to AI agents — saves developers time and changes how work gets done. This topic covers workflow tools, RPA, CI automation, and the emerging category of autonomous AI systems.

HN builders share concrete setups and honest assessments of what is worth automating.

1030 stories archived · Page 21 of 35

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Agent skills that bring team coding standards to Claude Code and Codex

github.com · 72 points · 39 comments

Guide AI coding agents on how to use libraries securely

github.com · 2 points · 0 comments

We gave a voice agent an inner monologue so it stops forgetting

waterr.ai · 2 points · 0 comments

Stonefold – a deterministic gateway between AI agents and your systems

stonefold.ai · 3 points · 0 comments

Cloudflare Wallets: The programmable wallet for the agentic Internet

blog.cloudflare.com · 15 points · 1 comments

Isolade, a local-first coding agent workbench with secretless microVMs

github.com · 3 points · 4 comments

Listnr – macOS meeting transcription that never mixes mic and speakers

github.com · 6 points · 0 comments

Clawx – A package manager where packages are agent tasks

github.com · 2 points · 0 comments

You don't need React: creating a minimal UI library in Vanilla JavaScript

pedroth.github.io · 141 points · 114 comments

CollectWise (YC F24) Is Hiring

ycombinator.com · 1 points · 0 comments

The Shape of Things to Come, Part 2: Model Welfare for Agentic Engineers

yegge.ai · 12 points · 5 comments

Stanford CS329A Self-Improving AI Agents – Part 1 [video]

youtube.com · 7 points · 1 comments

What is the actual point of agentic commerce?

talkshi.com · 7 points · 6 comments

Stanford CS329A: Self-Improving AI Agents

youtube.com · 10 points · 0 comments

11-Node Agentic RAG with MCP and PII Shield Under 512MB RAM

agentic-rag-financial-parser.onrender.com · 5 points · 0 comments

Launch HN: Hoplite (YC S26) – Effortlessly deploy cloud coding agents

hoplite.sh · 77 points · 62 comments

Product analytics (and evals) for agent sessions on your MCP

armature.tech · 41 points · 3 comments

ModelFuzz – Open-source runtime guardrails for AI agents

github.com · 3 points · 0 comments

Why Substack Is Collapsing: Subscription Model Has Maxed Out

sgcarney.substack.com · 12 points · 7 comments

Agent needs a computer, not a container – introducing Cloudflare/computer

blog.cloudflare.com · 13 points · 3 comments

Nightcrawler – A local AI pentesting agent running on a smartphone

github.com · 113 points · 32 comments

New open sourced eval tool for building agents

2 points · 2 comments

Changed how I use agent harnesses

github.com · 3 points · 0 comments

How Cursor sets up their cloud agent environment

cursor.com · 7 points · 1 comments

AI Mentions in Job Descriptions – August 2026

corvi.careers · 3 points · 0 comments

Firstmate: Talk to one agent. Ship with a crew

github.com · 5 points · 0 comments

I Built and Battle Tested My OSAI Agent

medium.com · 3 points · 0 comments

Sixwhyo – A six year old agent reviewing your code

6yo.dev · 2 points · 0 comments

Gauge – see where your Claude Code subscription goes

github.com · 3 points · 0 comments

Mu – Tools for Agents

github.com · 47 points · 13 comments