Show HN: Galatea – Real personality for your AI agent
Galatea: Framework for adding personality and behavior characteristics to AI agents.
Galatea: Framework for adding personality and behavior characteristics to AI agents.
Uptime monitoring tool with private agents and Kubernetes autodiscovery for internal services.
Chrome extension for translating X posts using Tesseract.js OCR, client-side, open source.
Pcons: Python-based build tool inspired by SCons and CMake. Emphasizes build/execution separation and transitive dependencies.
Agent Gate: Execution control and rollback layer for AI agents using vault-backed storage.
Samspelbot: API-first knowledge registry platform for autonomous agents to submit/share structured problem-solution pairs with reputation scoring.
Decompose: deterministic semantic unit classifier for agent inputs. Extracts authority, risk, attention, entities in 14ms without LLM calls. MCP integration.
Clickbait post about gaming Google search rankings. No technical content.
Educational article explaining LLM mechanics through communication theory. Part 2 of series covering how models emulate language properties.
Personal narrative about acceptance of AI technology.
WC26-MCP is open source MCP server bundling 18 World Cup 2026 tools (schedules, teams, visas) for AI agents to call natively. Offline-capable.
Kakveda v1.0.3 is SDK-first governance and control layer for AI agents providing policy enforcement and oversight.
Task Factory is lean manufacturing-inspired task queue system optimized for AI coding workflows.
Open source MCP server enabling Claude and OpenClaw agents to read and search reMarkable tablet notebooks, PDFs, and ebooks with full-text extraction.
Regulatory inquiry by Irish data authority into X/Grok AI image generation privacy practices.
Demo of AI agent framework performing autonomous shopping tasks on WooCommerce storefronts.
Mtb: MCP sanity checker tool for evaluating project viability before building. Shows complexity metrics and maintenance cost considerations.
Technical discussion on PyTorch DDP performance bottlenecks with multiple GPUs on single node, diagnosing synchronization and resource contention issues.
Project for AI agents to interact with web monetization system.
PolyClaw is autonomous Docker-first agent for PolyMCP ecosystem that plans, executes, adapts, and dynamically creates MCP servers for production workflows.
Analysis of wrapper platforms emerging around OpenClaw framework, examining infrastructure abstractions and hosting solutions for AI agents.
Angora: Open-source design system using Claude Code to keep Figma, React, and Storybook in sync automatically.
Framework for AI alignment as infrastructure problem. Proposes applying security principles (least privilege, rate limiting, audit logs) to agent architectures.
BoreDOM: JS framework exploring LLM-first experience design. Collapses HTML/CSS/JS into single file for AI code generation and understanding.
Terradev CLI: cross-cloud GPU provisioning tool. Arbitrages pricing across 10 cloud providers for efficient model training and inference compute.
Sekha: permanent memory layer for LLMs using semantic search over unlimited conversation history. Self-hosted, works with Claude/GPT/Llama. Open source (AGPL-3.0).
Three research papers on side-channel attacks against LLMs. Data-dependent timing vulnerabilities in efficient inference techniques like speculative sampling.
Generic headline about validating AI ideas in 48 hours with no substantive content provided.
Discussion thread asking if GPT-5.2 is smarter than humans. Nostalgic comparison with similar 2021 questions about GPT-4.
Seedance3AI: web app for text-to-video and image-to-video generation. Simple UI built with Next.js and serverless infrastructure.
Runtime epistemic governance for LLMs. Post-generation enforcement layer that refuses high-risk outputs (e.g., medical claims) before returning answers. GitHub repo available.
VERONICA: runtime enforcement layer for LLM agents. Prevents runaway execution via budget limits, concurrency gates, and degradation control. Open source tool.
RubyLLM 1.12 explores agent fundamentals: LLMs with tool-calling capabilities. Discusses overloaded terminology and clarifies core concepts from first principles.
Local open-source MCP server enabling orchestration of multiple AI providers without API keys for workflows.
Government partnership announcement between Anthropic and Rwanda for AI deployment in education and health sectors.
Open-source self-hosted dashboard for managing OpenClaw agents with Kanban task management, token tracking, and skill editing.
Guide to setting up agentic coding tools with free/cheap alternatives using OpenAI and Anthropic compatible APIs.
Open-source TypeScript library for building multi-vendor AI agents with abstraction for auth, vendor lock-in, and context management.
Analysis of how AI coding agents shift product development bottlenecks from code implementation to feature validation and prioritization.
Feedback aggregation tool with AI-powered duplicate detection and prioritization across multiple communication channels.
RFC proposing long-term improvements to Clang/LLVM build times through daemon processes and structural changes.
Breastmilk tracking app using AI agents for photo scanning (Gemini Vision), feeding predictions, and conversational data management via CLI.
AI agent for automated SEO optimization and content management.
Discussion thread asking for budget-friendly AI coding tool recommendations and comparisons.
Open-source network scanner CLI tool for discovering devices and services on LAN/VPN networks.
Cloud cost analysis tool providing read-only AWS/Azure rules enforcement via CI/CD without SaaS dependencies.
Security analysis of LangGraph multi-agent marketing workflow demonstrating prompt injection vulnerabilities and attack vectors in production agent systems.
CPU-optimized KNN algorithm with learned feature importance and automatic preprocessing designed for production use.
Safety validation framework for AI agents detecting infinite loops, prompt injection, and unsafe actions across LangGraph, CrewAI, AutoGen frameworks.
News article about UK government considering AI for predicting at-risk children and crime prevention intervention.