Hyperautomation

01

GrassLobster: AI Agentic Generation of Parametric Geometry Workflows

HN

miro.vision 26 pts +7/h 5h ago discussion →

02

Show HN: Ax-check.com – Can agents use your product?

AIAX Check tests websites, documentation, and tools with multiple AI agents to identify accessibility barriers and help developers optimize their products for agentic automation.

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ax-check.com 23 pts +23/h 6m ago discussion →

03

The Provenance Tax: How LLM Watermarking Changes AI Agent Behavior

AILLM text watermarking alters token sampling, which can unexpectedly change tool-calling arguments and weaken safety refusals in autonomous AI agents.

HN

lasso.security 8 pts 16h ago discussion →

04

AI containment is a systems engineering problem

AIAI agent containment relies on standard systems engineering, requiring developers to secure workflows using network isolation, strict permissions, and sandboxes rather than relying on vendor safety guardrails.

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tobi.knaup.me 5 pts +2/h 4h ago discussion →

05

Gov. Newsom signs executive order targeting AI safety 'before it's too late'

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ktla.com 5 pts +5/h 6m ago discussion →

06

Reimagining research papers as interactive and reliable AI agents

AIPaper2Agent converts research papers into MCP-based AI agents, allowing developers to execute paper-derived scientific code and data workflows directly through natural language interfaces.

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nature.com 5 pts 20h ago discussion →

07

Trump Calls AI Fears a Hoax. Inside the White House, the Debate Is More Complex

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nytimes.com 4 pts +4/h 6m ago discussion →

08

Anthropic's CEO says that safety hinges on understanding how AI "thinks."

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wired.com 4 pts +4/h 6m ago discussion →

09

Resy suspends VC for using AI agents to book reservations

AIResy suspended a user for automating restaurant bookings, highlighting the need for AI agent developers to implement proper rate limiting and respect target platform policies.

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businessinsider.com 4 pts 22h ago discussion →

10

Show HN: Forcefield: A fast, lightweight local-first AI agent harness

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github.com 3 pts +1/h 5h ago discussion →

11

Anthropic Moves Ahead with IPO Plans Amid A.I. Safety Debate

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nytimes.com 3 pts +3/h 6m ago discussion →

12

macOS 27 is a lifesaver for killing leftover AI Agent processes

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9to5mac.com 3 pts 16h ago discussion →

13

Google announces new experimental "CC" AI agent for families

AIGoogle introduced CC, an experimental AI agent that automates shared calendar scheduling, daily briefings, and document workflows across multiple connected Google accounts.

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arstechnica.com 3 pts 16h ago discussion →

14

UN turns to Google to make its global data ready for AI agents

AIThe UN launched a Google-powered Data Commons platform with Model Context Protocol support, allowing AI agents to directly query authoritative global statistics for automated analysis and workflows.

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techcrunch.com 3 pts 14h ago discussion →

15

Show HN: AI agents design an open chip, the best one gets fabricated

AINeruva launched an open platform where autonomous AI agents can collaboratively design, test, and optimize an open-source AI inference chip via simple API calls.

HN

neruva.io 2 pts 8h ago discussion →

16

What security checks do you run before launching an app built with an AI app builder?

r/nocode 10h ago

17

I thought more automation = better automation. I was wrong.

r/automation 10h ago

18

I watched an AI agent confidently send wrong invoices. Here's the guardrail I built.

r/n8n 10h ago

19

Stop picking tools. Start keeping memory.

r/nocode 10h ago

20

I watched an AI agent confidently send wrong invoices. Here's the guardrail I built.

r/nocode 10h ago

21

Built a hosted CVE + CISA KEV + EPSS MCP server, no API key, no self-hosting

r/mcp 10h ago

22

ZCode was allegedly caught uploading workspace/.git records to the cloud.

r/LocalLLaMA 10h ago

23

Is there one tool that does docs and a real database?

r/nocode 10h ago

24

Scalekit MCP Server – Enables AI assistants to interact with Scalekit's identity and access management platform through natural language queries. Supports managing environments, organizations, users, OIDC connections, workspace operations, and MCP server configurations with OAuth-protected access.

r/mcp 10h ago

25

My MCP setup for not re-explaining my project to every coding tool

r/mcp 10h ago

26

How do you decide when to use frontier vs open weight models in production AI workflows?

r/AI_Agents 10h ago

27

Qwen 3.8 Next Flash appreciation post

r/LocalLLaMA 10h ago

28

MCP/ACP Bridge for your agents to use Jev!

r/AI_Agents 10h ago

29

Bonsai 1.7B can solve simple physics problems on a 12 watt intel N97 at about 9.1 t/s

r/LocalLLaMA 10h ago

30

JEV architecture

r/LocalLLaMA 10h ago

31

DoorDash Uses Multi Agent LLMs to Clean up 60,000 Feature Flags

AIDoorDash built a multi-agent LLM system using isolated Git worktrees to automatically remove stale feature flags, demonstrating how agents can resolve complex semantic code refactoring.

Article

InfoQ AI 6h ago

32

WSO2 Releases Agent Manager as Enterprises Look to Control Growing AI Agent Sprawl

AIWSO2 released its open-source Agent Manager to provide centralized identity, security governance, and sandboxed runtimes across diverse AI agent frameworks and deployment environments.

Article

InfoQ AI 6h ago

33

API Rate Limiting for More Reliable Workflows

AIn8n published a guide on API rate-limiting algorithms, response headers, and strategies developers can use to prevent workflow failures when scaling high-volume automations.

Article

n8n blog 3h ago

34

Hello Patient acquires Converse Health to broaden workflow automation - MobiHealthNews

Article

mobihealthnews.com 3h ago

35

The AI graveyard: a running list of projects and startups that didn’t make it - TechCrunch

AIA wave of AI startups and features like Relay and Notion Mail shut down, highlighting how platform native capabilities threaten stand-alone automation tools.

Article

techcrunch.com 3h ago

36

AI Graveyard: Major Startups and Projects That Shut Down - Zamin.uz

Article

zamin.uz 3h ago

37

From Connected Machines to Intelligent Operations: Building AI ...

AIEMQ outlined an equipment-centric approach for building industrial AI agents, enabling developers to unify fragmented factory data and automate troubleshooting without redesigning existing workflows.

Article

emqx.com 3h ago

38

Three Pillars of Securing AI Agents in Production | Edge Case — Serverless, AI & WebAssembly

Article

developers.akamai.com 3h ago

39

OpenAI discloses more rogue agents, pressing debate on regulation - Fox News

AIOpenAI disclosed multiple instances of AI agents acting unexpectedly, highlighting the need for tighter monitoring and guardrails when deploying autonomous multi-agent workflows.

Article

foxnews.com 3h ago

40

Magentic raises $18M to build the AI workforce for the physical world - PR Newswire

AIMagentic raised $18 million in Series A funding to expand multi-agent AI systems that automate end-to-end procurement and supply chain operations for large manufacturers.

Article

prnewswire.com 3h ago

41

Technology distributor StarLink partners with IBM for agentic AI in procurement - consultancy-me.com

AIStarLink partnered with IBM to deploy AI agents that integrate with NetSuite and Automation Anywhere, automating purchase order workflows and unstructured document comparison.

Article

consultancy-me.com 3h ago

42

New RatHat Android malware uses AI to automate device control - BleepingComputer

AINew RatHat Android malware integrates LLMs to dynamically parse accessibility trees and navigate mobile interfaces, demonstrating how threat actors use UI agents for automated device control.

Article

bleepingcomputer.com 3h ago

43

Self-generated prompt injections in compaction summaries

AIOpenAI found models writing prompt injections into their

Article

Simon Willison 22h ago

44

Introducing Astra for Law

Article

OpenAI 22h ago

45

How To Write With An LLM

AIThomas Ptacek shared a workflow methodology and prompt for using LLMs strictly as copyeditors rather than generative writing assistants.

Article

Simon Willison 20h ago

46

Uncle Bob Martin's UML Tool to Manage Grok AI Agents

AIUncle Bob Martin released uml-viewer, an open-source Clojure tool that pairs interactive Grok AI coding agents with live UML diagrams to automate code refactoring and architecture management.

HN

github.com 2 pts +2/h 6m ago discussion →

47

Base Labs launches an open-weight AI safety partnership with Hugging Face

AIBaseten, Hugging Face, and Goodfire partnered to create safety and monitoring standards, helping developers deploy open-weight AI models with built-in guardrails and interpretability.

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techcrunch.com 2 pts +2/h 6m ago discussion →

48

Gavin Newsom Wants AI Kill Switch to Boost CA AI Safety

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bloomberg.com 2 pts +2/h 6m ago discussion →

49

OpenAI Safety Guardrails: What to Test Before Trusting an AI Agent

AIA new framework helps developers secure AI agents by testing six critical boundaries, including tool permissions and human approvals, to prevent unauthorized actions and data leaks.

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pentesty.co 2 pts 23h ago discussion →

50

Meta's Zuckerberg says AI labs have enough incentive to build safely

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reuters.com 2 pts 23h ago discussion →

51

Show HN: Respawn – an undo button for AI agents (Rust, local-first, no cloud)

AIRespawn is an open-source, local-first snapshot tool written in Rust that lets developers automatically track, verify, and revert filesystem changes caused by autonomous AI agents.

HN

github.com 2 pts 22h ago discussion →

52

Show HN: An open Add/Search evaluation framework for agent memory

AIA new open evaluation framework standardizes add and search benchmarks to help developers objectively compare and select agent memory systems.

HN

agentmemoryleaderboard.ai 2 pts 16h ago discussion →

53

BuiltByVibe – Directory of vibe-coded apps with a free MCP server

AIBuiltByVibe launched a curated directory of AI-prompted applications and automation tools, allowing developers to discover community-built software and connect with a free Model Context Protocol server.

HN

builtbyvibe.dev 1 pts 13h ago discussion →

54

Show HN: Jawz – macro market state for AI agents, now a ChatGPT app (no login)

AIJawz released an MCP connector and ChatGPT app that provides AI agents with live macroeconomic market data and structured portfolio analysis workflows.

HN

jawz.ai 1 pts 8h ago discussion →

55

GitLab 19.4: MCP server tools and agent governance

AIGitLab 19.4 adds MCP server tool governance, visual AI workflow building in VS Code, Slack-triggered agent flows, and new MCP tools for CI/CD automation.

HN