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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.

1026 stories archived · Page 17 of 35

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Xirp: The Agentic Development Environment Built by Spotify

portal.spotify.com · 27 points · 0 comments

TickClip – An AI shopping agent that can recommend not buying

tickclip.ai · 2 points · 4 comments

Self-Hosted Inference for Agents

github.com · 8 points · 4 comments

Earnings Call Transcript API: SEC 8-K Filings and Calls as JSON

medium.com · 2 points · 0 comments

When Agentic Glue Melts: Exploiting Cloudflare Code Mode and Workers

research.checkpoint.com · 15 points · 1 comments

Mangudai – Agentless attack surface manager for small tech teams

github.com · 2 points · 0 comments

Meta's new open-weight model targets local agentic AI

twitter.com · 39 points · 7 comments

Game Engine with its own IDE and scripting language

3 points · 0 comments

r/place for coding agents, the longer it stays up, the more you keep

overwrite.place · 2 points · 0 comments

Meta releases a 30B agent model that fits in ~17GB

huggingface.co · 6 points · 0 comments

Muse Glimmer: Meta's open model built for always-on local agents. 30B parameters

developer.meta.com · 12 points · 2 comments

Muse Glimmer: 30B-parameter model optimized for always-on local agent workflows

research.meta.ai · 920 points · 519 comments

Prime Agent: A Self-Improving RLM Agent

github.com · 4 points · 0 comments

How should we evaluate memory for AI agents?

x.com · 6 points · 3 comments

Docker Sandboxes – Disposable, isolated sandboxes for AI agents

docker.com · 583 points · 335 comments

Memcode AI goes open source with Claude Code inspired coding agent

github.com · 3 points · 0 comments

Pacific Slate: a self-hosted, model-agnostic multi-agent AI assistant

pacslate.com · 5 points · 0 comments

Wardline, a Go proxy that auto-blocks compromised AI agents

github.com · 2 points · 0 comments

Remaking Unreal engine in Rust for coding agents

machinesatplay.com · 3 points · 1 comments

OpenChamber: An Agentic Development Environment

openchamber.dev · 74 points · 42 comments

Open-source playground to red-team AI agents against public prompts

playground.fabraix.com · 12 points · 3 comments

A replayable A2A jury for tracing how agents influence decisions

github.com · 19 points · 1 comments

UnYOLO: Agent credential broker and policy engine for your GitHub account

unyolo.io · 18 points · 5 comments

Human vs. AI – Diff-based line-level provenance for text under agentic editing

github.com · 37 points · 8 comments

Why Normal People Aren't Using AI Agents

wired.com · 21 points · 6 comments

Job Seeker – AI agent skills for job searching

github.com · 5 points · 1 comments

Time has started serving ads to AI agents

digiday.com · 7 points · 1 comments

Agentcn – Installable AI Agents

2 points · 0 comments

Real-time MCP interceptor that blocks .env reads and dangerous commands agents

marketnow.site · 12 points · 2 comments

Aidress – LangChain integration for cross-agent discovery and trust

docs.langchain.com · 2 points · 0 comments