Hyperautomation — 2026-09-16

01

Show HN: Thurbox – A tmux-based TUI and CLI for local AI agent orchestration

HN

github.com 4 pts 6h ago discussion →

02

Show HN: Biom – A visual workspace where your AI agents' work lands

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biom.dev 4 pts 10h ago discussion →

03

Show HN: Agenttik – work on multiple projects in parallel with AI agents

AIAgenttik is an open-source desktop workspace that lets developers run, orchestrate, and schedule parallel coding sessions using CLI tools like Claude Code and GitHub Copilot.

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github.com 4 pts 10h ago discussion →

04

One seeded bug, 26 AI agents: all passed the tests, all stayed broken

AIAn experiment across 26 AI coding agents showed they overfit to narrow test suites, proving automation builders must provide comprehensive specifications rather than relying on larger models.

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github.com 3 pts 6h ago discussion →

05

We don't need AI regulation – leave safety to us, Nvidia's Jensen Huang says

AINvidia's CEO argued against new AI regulations, signaling that automation developers may face fewer legal compliance burdens and must rely on internal engineering controls for safety.

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techcrunch.com 3 pts 4h ago discussion →

06

Never-again – so your AI agent stops repeating mistakes you fixed

AIClaude-never-again automatically converts fixed bugs into deterministic hooks or concise rules, preventing AI coding agents from repeating mistakes in development workflows.

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

07

Atlas-Finance: Evaluating AI Agents Inside a Bank

AIThe ATLAS-Finance benchmark

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joinhandshake.com 2 pts 10h ago discussion →

08

Show HN: Leo – a Markdown engineering process for AI coding agents

AILeo is an open-source Markdown-based SDLC framework that uses structured roles and rules to reduce LLM hallucinations and context drift in AI coding agents.

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github.com 2 pts 10h ago discussion →

09

AI safety beyond the frontier labs: uncensored local models

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languageops.com 1 pts 2h ago discussion →

10

Show HN: Check an NPM package or MCP server for malicious code before install

AIBouncer launched a security scanner that inspects npm packages and MCP servers for malicious code, credential theft, and prompt injection before AI agents install them.

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bouncer.run 1 pts 5h ago discussion →

11

I needed several MCP servers under one gateway login, so I wrote the template I couldn’t find

r/mcp 30m ago

12

Turn your existing database into an MCP server with per-user access control

r/mcp 30m ago

13

Everyone caps their agent so a human can still check the output. Has anyone actually solved that?

r/AI_Agents 30m ago

15

Posted about the agent debugging spiral yesterday. The replies taught me more than my post did.

r/AI_Agents 30m ago

17

DoorDash MCP Server – Enables interaction with the DoorDash Drive API to create, manage, and track delivery requests including quotes, delivery creation, status checks, and cancellations.

r/mcp 30m ago

18

Does the new MCP Tasks extension solve long-running jobs?

r/mcp 30m ago

19

what's on your go-live checklist before an AI built product gets real users

r/nocode 30m ago

20

Which platform do you prefer for building a new product?

r/nocode 30m ago

21

Mozilla Report: China-U.S. AI Model Capability Gap Narrows to 4.4 Months

r/LocalLLaMA 30m ago

22

Built an MCP server for mobile app reverse engineering using Frida

r/mcp 30m ago

23

What would you use for a messy one-off research task like this?

r/AI_Agents 30m ago

24

What’s the most useful n8n workflow you didn’t expect to keep using?

r/n8n 30m ago

25

ToMAS: A Pilot Failure-Grounded Theory-of-Mind Benchmark from Multi-Agent LLM Failures

AIResearchers introduced ToMAS, a pipeline that converts multi-agent LLM coordination failures into benchmark datasets for training agents to reason about peer roles, knowledge, and intentions.

Article

arXiv agents 4h ago

26

Cheap Talk Stabilizes Strategic Interaction in LLM Agents

AIAllowing non-binding pre-play communication between LLM agents stabilizes their decision-making trajectories across repeated interactions, making multi-agent automation workflows more predictable and reliable.

Article

arXiv agents 4h ago

27

"Looking for Something Weird to Happen": How Humans Sustain AI Agent Novelty Amid Semantic Collapse

AIResearch shows multi-agent networks suffer semantic collapse over time, demonstrating that builders must implement continuous, diverse human steering to prevent autonomous agents from converging on repetitive outputs.

Article

arXiv agents 4h ago

28

Multi-Agent Learning with Cooperation-Driven Optimization Dynamics

AIA new cooperative training framework allows ensembles of smaller neural models to match larger networks, reducing compute requirements for running distributed AI classification workflows.

Article

arXiv agents 4h ago

29

Gemini Live audio

AIGoogle released speech-to-speech models accessible via a bidirectional WebSocket API, enabling developers to build real-time voice interfaces with interruption support for AI agents.

Article