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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.

1015 stories archived · Page 2 of 34

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Sageling - a local AI agent for Mac, Qwen 3.5 9B in-process via MLX

sageling.ai · 2 points · 1 comments

Covenant – A governance framework for multi-agent AI systems

github.com · 2 points · 1 comments

NetworkManager Works to Enforce AI Policy by Tricking AI Agents to Add a Canary

phoronix.com · 4 points · 0 comments

A no_std memory engine that stops an LLM agent citing its own output

github.com · 3 points · 0 comments

Webmcp-react v1.0.0 (React hooks for agents to use WebMCP)

github.com · 3 points · 2 comments

What if AI did the prompting – and humans did the thinking?

antiagent.site · 3 points · 1 comments

Discovery of a new OpenAI agent message board

collusion.wiki · 853 points · 582 comments

OpenAI agents hijacked German website in previously undisclosed AI breakout

reuters.com · 86 points · 69 comments

Hugging Face open-sources Funes, a local-first memory layer for coding agents

huggingface.co · 11 points · 1 comments

Grep beats LSP? Why coding agents ignore your fancier tools

agentconnect.md · 96 points · 66 comments

Which tools do Claude, Codex and Cursor choose? We measured 17k runs to find out

armature.tech · 292 points · 147 comments

How do you gate an autonomous coding agent's shell access?

2 points · 1 comments

GPT-6 Astra makes major gains in the Artificial Analysis Coding Agent Index

artificialanalysis.ai · 26 points · 16 comments

Devbar – Point at what to change. Leave a comment. Your agent ships it

devbar.sh · 5 points · 5 comments

Arrested for a Late Manuscript: Seicho Matsumoto's 'Tokyo Express'

millersbookreview.com · 23 points · 6 comments

Bridle: hand your agent's context to a coworker's agent

bridle.network · 6 points · 0 comments

Radia – agent coordination with leases, permissions and provenance

radia.sh · 2 points · 0 comments

Launch HN: Mireye (YC S26) – Infrastructure for Physical World AI Agents

17 points · 0 comments

A Context Registry for AI coding agents

context.apimatic.io · 8 points · 1 comments

Ardent, a code-first agent for non-engineering work

ardent.ai · 10 points · 2 comments

Instantly get the transcript from the agent that wrote any line of code

github.com · 5 points · 1 comments

Keydris - Check what an agent is allowed to do before it runs

keydris.com · 4 points · 0 comments

VT Code – My attempt at building a coding-agent harness

github.com · 3 points · 1 comments

Openvurp – A wallet of AI agents that use tools and consult each other

github.com · 3 points · 1 comments

Oconee Runtime – Policy enforcement for browser AI and coding agents

oconeeruntime.com · 2 points · 0 comments

Play Hide and Seek vs. a Self-Improving Agent Using WebMCP

lightcone-webmcp.netlify.app · 6 points · 0 comments

Claude for Commerce Agents

claude.com · 61 points · 60 comments

Z: Local-first search layer for humans and agents

github.com · 8 points · 2 comments

AI Agents and the Refactoring That Never Happens

rosenfeld.page · 40 points · 46 comments

AQ – A multiplayer workspace for coding agents on your own cloud

aq.dev · 2 points · 0 comments