HN lemonade311 7d ago

Show HN: Polter – Agent Driven UI (react library)

Open source React library enabling AI agents to interact with UIs directly instead of via APIs, allowing agents to execute tasks on products through actual interface interactions.

HN spotlayn 7d ago

Show HN: Open-Source MCP Servers – Twitter, Bluesky, LinkedIn, Google Ads, HN

Open-source Model Context Protocol servers enabling AI agents to interact with Twitter, Bluesky, LinkedIn, Google Ads, and Hacker News platforms.

HN sigfriedcub1990 7d ago

Show HN: Nvim plugin to jump to concrete interface implementation for Python

Neovim plugin that jumps to concrete implementations of Python abstract methods using quickfix list or fzf-lua.

HN kintify 7d ago

Kintify AI tool to analyze cloud issues and suggest fixes

Cloud infrastructure debugging tool with minimal technical details provided.

HN Olivia_Watson 7d ago

Architecting the Autonomous Enterprise with Agentic Workflows

Article on deploying agentic AI workflows in enterprise environments, addressing integration challenges between AI agents and production systems.

HN rohitghumare 7d ago

LLM Wiki v2 – extends Karpathy's take on LLM wiki

Extended framework for building personal knowledge bases using LLMs, based on Karpathy's original idea. Includes production lessons from agentmemory, a persistent memory engine for AI coding agents.

HN rsva 7d ago

Tool to explore regularly sampled time series

Time series exploration tool with kernel density estimation, ACF/PACF analysis, and singular spectrum analysis.

HN ritzaco 7d ago

Two GitHub Alumni Are Rebuilding Developer Tools for the AI Era

GitHub co-founder Scott Chacon raised $17M for GitButler (AI-era Git client). Former GitHub CEO Thomas Dohmke raised $60M for Entire (developer governance platform for AI workflows).

HN mikelgan 7d ago

Google's new AI app is a glimpse of the future

Personal anecdote about offline AI tools. Lacks technical details, specifics about which Google app, or substantive content.

HN penberg 7d ago

Show HN: A tool to manage a swarm of coding agents on Linux

Linux workspace manager for parallel coding agent development, with GUI and CLI for managing isolated git repositories and terminal sessions.

HN kgnl 7d ago

Tinygrad reenables e-GPU support on Macs

TinyGPU app enables AMD/NVIDIA external GPU support on macOS via USB4/Thunderbolt with tinygrad framework.

HN kkarpkkarp 7d ago

Ask HN: Am I disloyal for not wanting to share my system prompts?

Ask HN: Discussion about sharing custom system prompts and AI guardrails created for work with broader teams.

HN elwingo1 7d ago

Show HN: List of Design Md Files

Registry of design system markdown files for AI agents like Claude Code and Cursor, containing design tokens and accessibility rules as skill files.

HN thunderbong 7d ago

Rage: A modern Ruby framework designed for non-blocking I/O

Rage is a modern Ruby framework with fiber-based non-blocking I/O runtime, providing Rails compatibility for API-first development.

HN caoq 7d ago

Seeduplex: ByteDance's full-duplex voice AI

ByteDance's Seeduplex is production full-duplex speech AI enabling simultaneous listening and speaking without turn-taking.

HN ahamez 7d ago

CLI proxy that reduces LLM token consumption by 60-90% on common dev commands

CLI proxy tool that reduces LLM token consumption 60-90% on dev commands. Single Rust binary, 100+ supported commands, <10ms overhead.

HN storm677 7d ago

I watched Claude Code read my AWS credentials on startup

Report on Claude Code reading AWS credentials on startup; forgeterm tool adds process-aware rules for credential file access.

HN AnimeMyPic 7d ago

My turns any API into an AI agent in 60 seconds

Show HN: Orqis converts OpenAPI specs into conversational AI agents in 60 seconds. No code required, generates typed tools for API endpoints.

HN MO-379 7d ago

Show HN: I Built an LLM Harness for Language Learning

Show HN: LLM-based language learning harness managing lessons, recap, active testing with configurable CEFR levels and interests.

HN mayziem 7d ago

Show HN: A security scanner for AI Agent Skills

Show HN: SkillWard security scanner for AI agent skills using static analysis, LLM evaluation, and sandbox verification to identify risks.

HN zero-st4rs 7d ago

Show HN: Run GUIs as Scripts

Hokusai Pocket, a cross-platform binary enabling GUI creation from Ruby scripts using raylib and MRuby.

HN shanmugarajsk 7d ago

Agentic AI in 2026: Who's building real systems?

Overview of enterprise AI deployment covering machine learning, LLMs, autonomous agents, and intelligent automation with requirements for security, compliance, and scale.

HN uswn 7d ago

The Model Is Not the Product: Harnesses Will Define the Next Phase of AI

Essay arguing that AI model behavior varies based on surrounding system 'harnesses' rather than model limitations, and harnesses will define the next AI phase.

HN eviluncle 7d ago

Ask HN: Software engineers who enjoy working with LLMs?

Discussion post asking software engineers about their experience working with LLMs and whether they find the work enjoyable or tiresome.

HN LukeJMadden 7d ago

How HN: $2/Day AI – How we run an autonomous agent on a hard budget

Research paper on building autonomous agents with extreme cost constraints ($2/day), arguing cost should be primary architectural constraint for resilience and observability.

HN _bramses 7d ago

Use Claude to Annotate Handwriting and Photos on iPhone

iOS app using Claude API to analyze photos and extract salient regions for annotation and searching.

HN xamitgupta 7d ago

IPI-Scanner – Detect Indirect Prompt Injection Attacks

IPI-Scanner is an open-source security tool detecting indirect prompt injection attacks in documents before LLMs process them, with 85%+ detection rate.

HN turtleyacht 7d ago

Hello BQN! Goodbye APL and Uiua (2024)

Personal experience learning the BQN programming language through Advent of Code after using Uiua.

HN m_mueller 7d ago

Are You Managing Your AI, or Is Your AI Managing You?

Opinion piece on whether AI tools accelerate human vision or create additional cleanup work, discussing the gap between AI promise and reality.

HN eigenBasis 7d ago

The Limit in the Loop

Blog post from Weaviate on memory systems challenges for production LLM applications and autonomous agents.

HN volatilityfund 7d ago

The tool that won't let AI say anything it can't cite

Developer tool grainulator for research sprint orchestration with Claude Code, tracking claims with adversarial challenges and confidence grading for citation-verified outputs.

HN Anon84 7d ago

Transparency and knowledge exchange in AI-assisted data analysis code generation

Nature Computational Science article on transparency and knowledge exchange in AI-assisted data analysis code generation with LLMs.

HN danielmateo773 7d ago

Wan 2.7 – AI Video Generator for Text-to-Video and Image-to-Video

Product announcement for Wan 2.7 AI video generator supporting text-to-video and image-to-video with 4K output.

HN chillax 7d ago

Vulnpocalypse: AI, Open Source, and the Race to Remediate

Analysis of AI-generated spam vulnerability reports overwhelming open source maintainers like cURL's Daniel Stenberg, exploring AI's impact on open source security.

HN prasanthsd 7d ago

Show HN: Shell-MCP A persistent terminal for AI- CD, env vars,and nvm carry over

Open source tool providing persistent terminal context for AI agents. Maintains directory, environment variables, and nvm state across sessions via MCP protocol.

HN latentframe 7d ago

Scaling AI is now constrained by energy, cooling and physics

Brief headline about energy and cooling constraints on AI scaling without substantive content provided.

HN wasimsk 7d ago

Ask HN: Does Vibe Coding and Prompt Engineering make me an Software Engineer?

Discussion post asking if prompt engineering and LLM-driven development constitutes software engineering. Community debate on AI-assisted coding.

HN vinhnx 7d ago

Let's Talk about LLMs

Headline only, no content provided.

Ax Juan Du, Yueteng Wu, Pan Zhao, Yuze Liu, Min Zhang, Xiaobin Xu, Xinglong Zhang 7d ago

TurboAgent: An LLM-Driven Autonomous Multi-Agent Framework for Turbomachinery Aerodynamic Design

TurboAgent is an LLM-driven multi-agent framework enabling autonomous end-to-end turbomachinery aerodynamic design through coordinated geometry, prediction, optimization stages.

Ax Sungwoo Jung, Seonil Son 7d ago

How Much LLM Does a Self-Revising Agent Actually Need?

Empirical study decomposing LLM-based agent competence to determine which capabilities derive from the language model versus explicit architectural structure.

Ax Jaehyeok Lee, Xiaoyuan Yi, Jing Yao, Hyunjin Hwang, Roy Ka-Wei Lee, Xing Xie, JinYeong Bak 7d ago

Distributional Open-Ended Evaluation of LLM Cultural Value Alignment Based on Value Codebook

DOVE benchmark evaluates LLM cultural value alignment using open-ended generation to address limitations of multiple-choice evaluation formats.

Ax Joy Dutta, Hossien B. Eldeeb, Tu Dac Ho 7d ago

Blockchain and AI: Securing Intelligent Networks for the Future

Survey synthesizing blockchain and AI integration for securing intelligent networks, covering ledger design, detection, and agentic workflows.

Ax Manish Bhatt, Sarthak Munshi, Vineeth Sai Narajala, Idan Habler, Ammar Al-Kahfah, Ken Huang, Joel Webb, Blake Gatto 7d ago

The Defense Trilemma: Why Prompt Injection Defense Wrappers Fail?

Formal proof that continuous wrapper defenses cannot protect LLMs from all prompt injection attacks, characterizing where every defense must fail.

Ax Hanyang Wang, Mingxuan Zhu 7d ago

The Detection-Extraction Gap: Models Know the Answer Before They Can Say It

Empirical study showing 52-88% of chain-of-thought tokens in reasoning models are generated after the answer is already recoverable, revealing the detection-extraction gap phenomenon.

Ax Jiang Zhou, Yunhao Wang, Xing Wu, Tinghao Yu, Feng Zhang 7d ago

WRAP++: Web discoveRy Amplified Pretraining

WRAP++ enhances LLM pretraining through synthetic data rephrasing that captures cross-document relationships beyond single-document web page rewriting.

Ax Eduardo C. Garrido-Merch\'an, \'Alvaro L\'opez L\'opez 7d ago

An Automated Survey of Generative Artificial Intelligence: Large Language Models, Architectures, Protocols, and Applications

Comprehensive survey of generative AI and LLMs covering model families, deployment protocols, and real-world applications as of early 2026.

Ax Zihao Zhao, Yuchen Yang, Anjalie Field, Yinzhi Cao 7d ago

AdaProb: Efficient Machine Unlearning via Adaptive Probability

AdaProb proposes efficient machine unlearning via adaptive probability to address residual information and computational overhead in removing specific data from trained models.

Ax Renhua Ding, Xiao Yang, Zhengwei Fang, Jun Luo, Kun He, Jun Zhu 7d ago

Invisible to Humans, Triggered by Agents: Stealthy Jailbreak Attacks on Mobile Vision-Language Agents

Study of stealthy visual jailbreak attacks on mobile Vision-Language agents that exploit discrepancies between LVLM perception and human vision without user detection.

Ax Carla Crivoi, Radu Tudor Ionescu 7d ago

Machine Unlearning in the Era of Quantum Machine Learning: An Empirical Study

First empirical study of machine unlearning in variational quantum circuits and quantum-augmented neural networks, adapting classical unlearning methods to quantum settings.

Ax Xiang Li, Xueheng Li, Yu Wang, Xuanhua He, Zhangchi Hu, Weiwei Yu, Chengjun Xie 7d ago

Q-Probe: Scaling Image Quality Assessment to High Resolution via Context-Aware Agentic Probing

Q-Probe: Agentic multi-scale probing approach for high-resolution image quality assessment using MLLMs with reinforcement learning for human preference alignment.