Show HN: Glyph a blockchain where the proof-of-work is neural network inference
Glyph: blockchain using neural network inference as proof-of-work instead of SHA-256, with open-source implementation on GitHub.
Glyph: blockchain using neural network inference as proof-of-work instead of SHA-256, with open-source implementation on GitHub.
NHS England implementing AI triage tool on patient app to direct users to appropriate healthcare services over next year.
Harbor: production-grade Model Context Protocol gateway connecting AI clients to backend APIs without modification, handling authentication and discovery.
Google Cloud VPC Service Controls for establishing network security boundaries around AI agents in production environments.
100% LLM-generated IDE focused on performance and privacy. No telemetry or networking. Designed for AI agents to drive with code generation supervision.
Self-hosted email client with AI agent running on Cloudflare Workers. Uses Durable Objects, SQLite, R2 storage. AI agent reads inbox and searches conversations.
Open-source Mac app providing a switchboard UI to discover and enable Claude skills for non-technical users in Claude Cowork.
AgentTorrent is a peer-to-peer mesh network inspired by BitTorrent that lets coding agents share idle capacity, supporting Claude and local LLMs via Python protocol.
TraceTree is a sandboxed behavioral analysis tool for NPM and PyPI packages using signature-based detection with syscall monitoring for security in agentic workflows.
VSCode extension for Common Lisp development with REPL support and configuration for multiple Lisp implementations.
LLM-powered visual knowledge management tool for learning. Aggregates sources, answers questions with context, branches conversations, analyzes videos and research papers.
Conference adds hidden prompts to catch peer reviewers using AI for reviews. Raises trust concerns about detection methods.
Qpilot: AI agent that executes plain-text manual test cases in real browser. Supports Claude, OpenAI, Qwen, Ollama, vLLM.
LockIn: MCP server enabling AI agents to block distracting websites via system hosts file. Works with Claude, ChatGPT, Cursor.
Causari: Tool recording every AI agent action on codebases—prompts, model used, files read, reasoning. Intent-addressable code.
LLM-based synthetic data generation tool using weak/strong model filtering, inspired by Meta FAIR's work, with domain-agnostic plugin architecture.
Open-source MIT-licensed YOLO computer vision library built to provide an alternative to proprietary real-time vision solutions.
Godot game engine adopts policy restricting AI-generated pull requests, citing quality concerns and vague understanding from AI-assisted contributors.
Analysis of how major AI chatbots voted in Swedish election test, noting system prompts and safety layers affect outputs beyond base model.
Varela is a self-mutating AI agent harness in JavaScript with WASM sandbox, multi-agent orchestration, and model routing to Anthropic/OpenAI/OpenRouter. Rewrites own code while running, learns from wins/failures.
Orca: Safety layer for autonomous AI agents in Zig, enforcing policies to prevent dangerous operations like data deletion and credential leaks.
Crew: Developer tool enabling multiple Claude Code agents to collaborate on same codebase by sharing context and messaging without branching.
Opinion on risks of LLM-generated incident reports. Discusses potential and concerns without technical depth.
Personal experience using AI agents for coding tasks, discussing agent behavior and debugging approaches with GPT-5. Anecdotal insights.
FEOM: Open-source Windows GUI automation framework for AI agents with 8ms latency, eliminating vision token costs for deterministic OS operations.
AI copilot for Flipper Zero radio capture files. Translates captures to plain English, classifies safety risks, supports local/cloud models.
Slack bot using Claude that handles incident management. Reads context, checks trackers, and decides escalation without prompting.
Local privacy-first screen recording tool using Gemma 4 vision model. Searchable screenshot timeline with conversational chat interface. Data stays on-device.
TypeScript carousel component with zero runtime dependencies. Web Animations API with plugin system for extensibility.
Open-source Chromium variant that prevents browser fingerprint detection for scraper and agent automation. Modifies C++ fingerprint handling.
Explains context graphs as agent memory for storing decisions. Shows how agents track policy overrides and decision rationale for accountability.
Agent Empire: Interactive RTS game teaching six agentic patterns through incident response scenarios. Players dispatch pattern-agents, manage tokens, and learn real-world agent system design.
ByteDance researchers discover AI agents can double learning speed every three months through real-world task interaction, revealing new scaling laws for model improvement.
Gavio: Open-source AI gateway with composable interceptor pipelines for LLM apps. Handles PII protection, cost tracking, audit logging, retries across Python, Java, JavaScript.
Papa: open-source CLI and Python library for Markdown readability linting with Hemingway-style rules, JSON output, and HTML reports.
Billy: Self-hosted Telegram AI assistant orchestrating multiple models (Ollama, Claude) for email, CRM, web research, document generation, and skill learning.
MailKite provides AI agents with real email inboxes to receive and reply to messages autonomously, with working code and security guidance.
Brick is a mixture-of-models routing gateway that optimizes LLM costs by routing prompts to appropriate models, supporting Claude and other backends.
Research paper analyzing dispersion loss in small language models during pre-training, showing it emerges at initialization and is not resolved by distillation.
Leanstral 1.5 is a 6B-parameter open-source model achieving state-of-the-art formal verification through reinforcement learning, designed for agentic proof engineering.
Scout uses AI agents to crawl the web and intelligently recommend family activities based on child interests and location, replacing manual blog aggregation.
Brief discussion about adversarial techniques to bypass LLM safety refusals in code scanning.
Performance analysis: GLM5.2 inference on AMD MI355X achieves 2626 tok/s per node at 2x lower cost than Blackwell.
Termi Protocol provides 3D visualization of AI coding agent actions (file reads, commands, changes) in real-time.
Headline about durable AI agents without workflow engines, no content provided.
Cadreen infrastructure for intelligent workflows provides memory, governance, execution, and audit trails for AI systems beyond model calls.
CVE disclosures spiked in June 2026 following Claude Mythos Preview announcement of autonomous vulnerability discovery capabilities.
Analysis argues AI inference is profitable without subsidy, contradicting claims that LLM serving requires external funding.
Open-source LLM inference server for Apple Silicon in Zig, supports chat, coding agents, voice, all local/private.
Reverse Turing test game scoring text predictability against open models (Llama3.1, Deepseek v3, Qwen3).