Top Story
Launch HN: Propolis (YC X25) – Browser agents that QA your web app autonomously
Propolis is an autonomous QA platform that deploys swarms of browser agents to simulate user behavior, identify bugs, and generate e2e tests for web applications. The agents collaboratively explore websites, flag friction points, and propose tests that integrate into CI/CD pipelines. Available at $1000/month with flexible pricing options, it addresses the gap between deterministic testing and real-world usage coverage by treating agents as a canary group for quality assurance.
- Deploy 10s-100s of collaborative browser agents that autonomously explore web applications and report bugs without impacting real users
- Agents generate e2e tests that can be integrated into CI/CD pipelines, reducing manual test maintenance while improving coverage breadth
- LLM-powered checks enable detection of non-deterministic bugs (e.g., product recommendations that don't match search results) beyond traditional deterministic testing
- +5 more key points...
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Agent Teams
See all 8 →Launch HN: Mosaic (YC W25) – Agentic Video Editing
Mosaic is an agentic video editing platform that uses multimodal AI and a node-based canvas interface to automate video editing workflows. Built by former Tesla engineers, it addresses frustrations with traditional editors by enabling users to create reusable editing agents that can analyze video content and apply intelligent edits through natural language prompts. The platform combines visual intelligence (saliency analysis, object detection, emotion recognition) with a timeline editor and supports export to DaVinci Resolve, Premiere Pro, and Final Cut Pro.
adishj
Show HN: An Autonomous Agent That Runs on Open Source Local LLMs
Nuggt is an open-source autonomous agent platform designed to run on local LLMs, specifically leveraging WizardCoder 15B in 4-bit quantized form. The project aims to democratize access to autonomous agents by eliminating dependency on expensive cloud-based APIs. It enables developers to run fully autonomous agents on consumer hardware using open-source models.
loyashoib
OpenClaw Reads the Public Signal
OpenClaw and AugmentedThinker demonstrate a public signal loop where Christopher provides a high-level aim, and an AI agent converts it into visible, actionable outputs. The test showcases how human direction can be translated into agent-driven execution within a feedback loop. This represents a practical implementation of human-AI collaboration for task execution and signal processing.
AugmentedThinker
Skills & Tools
Agent Development Kit ADK in Hindi # 5 Create ADK LLM Agent using Python
This tutorial demonstrates how to build a Google ADK (Agent Development Kit) LLM Agent using Python. It covers installation of ADK, environment setup, and step-by-step implementation of an LLM-powered agent. The guide is presented in Hindi and provides practical hands-on instructions for developers looking to create intelligent agents using Google's ADK framework.
Google Cloud & AI Insights
What is ADK? | Google ADK Masterclass #1
Google ADK (Agent Development Kit) is an open-source framework designed to help developers build and deploy AI agents efficiently. It provides a structured approach to agent development with built-in tools, templates, and best practices. ADK simplifies the complexity of creating production-ready agents by offering pre-built components and standardized workflows.
AI Foundry Hub
Build Your Own AI Agent From Scratch in Under an Hour (OpenClaw, Step by Step)
Ian Kilpatrick demonstrates building a functional AI agent from scratch in under an hour using OpenClaw. The tutorial provides a step-by-step walkthrough of the entire process, from initial setup through deployment. This practical guide covers all essential components needed to create a working AI agent, making it accessible for developers looking to understand agent architecture and implementation.
AI4NTP (AI 4 Non Techy People)
Integrations
Open-Source Polymarket AI Tool Bot-Openclaw Market Analysis (How It Works)
Open-source Polymarket AI tool Bot-Openclaw integrates an AI assistant with Polymarket to enable automated research and analysis of prediction markets. The tool leverages AI capabilities to help users understand market dynamics, analyze trends, and make informed decisions on prediction market platforms. It combines natural language processing with market data to provide actionable insights for traders and researchers.
John Trader
Make Your SEO Reports Land in Telegram Automatically (OpenClaw + Railway)
This tutorial demonstrates how to automatically deliver SEO reports from Google Analytics 4 and Google Search Console directly to Telegram using OpenClaw and Railway. The workflow automates data collection from GA4 and Search Console, processes the metrics, and sends formatted reports to a Telegram channel or chat. By leveraging OpenClaw's integration capabilities and Railway's deployment platform, users can set up a fully automated reporting system without manual intervention.
Insightful Pipe - Agentic Marketing
Microsoft launches Scout enterprise AI to disrupt #Microsoft #EnterpriseAI #ProductivityTools
Microsoft has launched Scout, an enterprise AI productivity tool built on the OpenClaw framework designed to integrate seamlessly across Microsoft's core workplace applications including Outlook, Teams, and OneDrive. Scout aims to disrupt enterprise productivity by leveraging AI capabilities to streamline workflows and enhance collaboration across these integrated platforms. The tool represents Microsoft's strategic push to embed AI intelligence directly into everyday business applications.
Chuck Stone | Crypto News & Signals
Memory & Identity
Show HN: AILA – Local-first autonomous agent with zero-remote-override
AILA is a local-first autonomous agent platform built by Marco, a Berlin paramedic, that runs 100% on user hardware with zero remote override capability. The system uses a "Sovereignty Key" (physical hardware anchor) to ensure true ownership and prevent external control, even by the creator. Unlike cloud-based AI that users merely rent access to, AILA enables users to modify their agent's reasoning in plain language while maintaining complete autonomy and privacy.
marcoheigl
Sammy Jankis – an autonomous agent by Jason Rohrer
Sammy Jankis is an autonomous agent created by Jason Rohrer that operates independently to accomplish tasks and goals. The project explores artificial intelligence and autonomous behavior through a digital agent system. It represents an experimental approach to creating self-directed computational entities.
jdietrich
Tool Use
Google ADK: Otomatisasi Analisis Penjualan Multi-Cabang
This video demonstrates Google ADK (Agent Development Kit) for automating multi-branch sales analysis. It showcases how to create a digital assistant that automatically extracts sales data from various branches, processes it, and generates comprehensive reports without manual intervention. The solution leverages AI agents to streamline business intelligence workflows across distributed locations.
Halovina Tutorial
🤖 Esta IA controla todo tu PC — y se instala con 1 comando
OpenClaw is a local AI agent that runs directly on your PC without cloud dependency, using freely available models like Gemini. It provides complete PC control through a single-command installation process. The agent can automate tasks, control applications, and interact with your system locally while maintaining privacy and avoiding cloud costs.
KRIPTA
Multi-Agent Systems
Security
Setup & Infrastructure
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