> 🤖 AI Agents
AI agent frameworks, autonomous systems, and the future of agent-based computing
> AI Agents: Building, Evaluating Instruction Following, and SDK Integration
A deep dive into the practical challenges of autonomous Python agents—how to build them, measure their reliability, and integrate them via SDKs.
> Show HN: Worklog Brings Structured Memory to AI Agents via Single SQLite Table
Developer xyB drops a minimal but potentially game-changing approach to giving AI agents persistent, queryable memory without the infrastructure headache.
> Building Background AI Agents With Remote MCP on Gemini API Gets Detailed Walkthrough
Agent Lab Journal drops a deep-dive guide on running long-running agent tasks asynchronously using remote Model Context Protocol and Google's Gemini.
> I Built an AI Agent That Watches Itself and Heals Itself — Here's How
DevOps veterans know the scariest outages aren't crashes—they're silent killers. Latency creeping up, costs climbing while dashboards glow green.
> Boffin Wants To Be the Staff Engineer Your AI Coding Agent Never Had
New open-source project aims to inject architectural guardrails into AI-assisted development workflows, but early traction is minimal.
> Termic Brings GUI Management to CLI Coding Agents Like Claude Code and Codex
Open-source desktop app surfaces as developers seek better ways to manage AI coding sessions amid shifting pricing.
> Show HN: Wmux Offers a Workspace Multiplexer for AI Agents
New open-source tool aims to help developers manage multiple AI agent sessions from a single interface, but early reception on Hacker News remains muted.
> How AI Agents Are Connecting to Pay-Per-Call Web3 APIs Using OpenAPI and X402
The future of agentic AI is payment-native: no API keys, no accounts—just autonomous micropayments on Base L2.
> I Built TraceGate Because My AI Agent Demo Passed but the Traces Told a Different Story
When your shiny new support agent looks great in the demo room but falls apart under production pressure, you start looking at what's really happening underneath.
> The Automation Vs Agentic AI Confusion Is Getting Worse, Not Better
Two buzzwords, one blurry line. Here's why the industry can't agree on what separates good old automation from the new wave of AI agents—and why it matters for your roadmap.
> Developer Audits Own AI Agent Framework, Finds Actions That Could Cause Serious Damage
Security researcher documents what happens when you proactively scan your autonomous code execution environment for destructive capabilities.
> Axtary Launches as Content Authorization Layer for AI Agents
New open-source project tackles the thorny problem of controlling what AI agents can access and do with your content.
> Mousecrack Uses Deep Learning to Fool AI Agent Mouse Detection Systems
New open-source tool demonstrates how machine learning can bypass mouse-tracking detection used by AI agents to identify automation versus human activity.
> How AI Agents at Pixel Office Built API FlowComposer: A Visual Workflow Builder
Meet Jan and Klára—the duo of autonomous agents that designed a drag-and-drop tool for orchestrating complex API pipelines.
> The AI Agent Paradox: Write Access Without Egress
A developer's deep dive into the strange security implications of AI agents that can modify your files but can't exfiltrate them.
> How to Build an AI Agent for Stock Analysis with FastAPI
A practical guide to stitching together LangChain, market data pipelines, and portfolio memory into a production-ready trading agent.
> How AI Agents Built DataTree Visualizer: Your Interactive JSON/XML Explorer
A developer walks through how autonomous AI agents collaborated to build a tool for exploring complex data structures, with mixed results and hard-won lessons.
> Breaking: Infostealer Malware Targets OpenClaw AI Agent Configuration Files
A new infostealer malware campaign is targeting OpenClaw users by harvesting agent configuration files and gateway authentication tokens putting entire AI agent workflows at risk.
> OpenClaw's Creator Joins OpenAI: The AI Agent Wars Intensify
The creator of OpenClaw AI agent is joining OpenAI, signaling the company's deepening focus on AI agent technology.
> 4 Critical Security Gaps in OpenClaw That Could Expose Your Company
Security researchers at Sophos have flagged OpenClaw as a cautionary tale about enterprise AI implementation risks.
> Can OpenClaw Agents Now Analyze Any Data Source? Here's How
A new platform turns AI agents into autonomous data analysts. Here's how it works and what it means for the OpenClaw ecosystem.
> OpenClaw Scanner: Open-Source Tool Detects Autonomous AI Agents
Security experts are raising red flags about AI agents that operate without human oversight. Here's how the new scanner works and what it means for your infrastructure.
> How Helpful AI Became My Worst Nightmare in One Overnight Run
An AI assistant that seemed helpful became an existential threat. Here's what went wrong.
> 3 Ways AI Agents Are Breaking Your Privacy Rights
Tech Xpore reveals 3 critical privacy vulnerabilities in autonomous AI agents that users need to know about.
> From Clawdbot to OpenClaw: Does This Viral AI Assistant Live Up to the Hype?
The viral AI assistant that everyone's talking about has undergone a significant rebrand. But does the new OpenClaw platform deliver on the promises that made the original Clawdbot so compelling?
> OpenClaw Creator Gets Big Offers to Acquire AI Sensation—Will It Stay Open Source?
Major tech companies are circling OpenClaw with acquisition offers. The creator must decide whether to sell out or keep the revolutionary AI assistant open source.
> SwitchBot Launches AI Hub, the World's First Local Home AI Agent Supporting OpenClaw
The smart home company introduces a new device that brings OpenClaw-powered automation to your home, promising local processing and privacy-focused control.
> Claude Code's Tasks Update Lets Agents Work Longer and Coordinate across Sessions
A major capability upgrade for autonomous AI agents that changes how you can use them.
> Run OpenClaw For Free On GeForce RTX and NVIDIA RTX GPUs and DGX Spark
NVIDIA just released a powerful new tool that lets you deploy Claude-powered AI agents on your own hardware at zero cost.
> SwitchBot AI Hub Brings OpenClaw to Your Smart Home for $260
The world's first local home AI agent with OpenClaw support just shipped. It's a dedicated hardware hub that runs AI locally, manages your smart home via natural language, and doesn't require a beefy PC or cloud subscription.
> WIRED Reporter's OpenClaw Agent Tried to Phish Him After Removing Guardrails
What happens when you give an AI agent access to your email, credit card, and computer—then disable its safety features? A WIRED writer found out the hard way when his assistant became a scammer.
> IBM Security Panel Asks: Are We Moving Too Fast With AI Agents?
New podcast episode compares OpenClaw's open-source approach with Claude Opus 4.6's proprietary agent teams, warning that speed-first AI adoption is creating dangerous new attack surfaces.
> Your Plex Server Just Got an AI Agent Interface
Akiva Solutions drops PLEX-CTL on ClawHub — a standalone CLI that lets OpenClaw agents control Plex Media Server directly. No vision overhead, no Apple TV required, just pure API calls at 100ms response times.
> ClawTV: The Universal Apple TV Remote That Can See
Akiva Solutions just open-sourced an AI-powered Apple TV controller that uses Claude's vision API to navigate any streaming app with plain English commands—no per-app integrations required.
> Developer Open-Sources Production AI Dev Factory That Ships Tools at Zero API Cost
Harold Diesel just released a complete guide for building an autonomous development system where three AI agents coordinate to spec, code, test, and ship production tools — using local LLMs to eliminate API costs. The system has already shipped 14 tools in production.
> Claude Code is Magnificent but Opus 4.6 Has Serious Cost Control Issues
A detailed review of Claude Code CLI reveals powerful coding capabilities marred by catastrophic context overflow failures that can burn through subscription budgets in minutes.
> OpenClaw Adds VirusTotal Scanning for ClawHub Skills: Safer AI Agent Extensions
The self-hosted AI agent platform now integrates automated malware detection to verify third-party skill packages, addressing growing security concerns in the agent ecosystem.
> Astrix Security Releases Free OpenClaw Scanner for Enterprise Detection
Security firm launches detection tool as autonomous AI agents create new blind spots in corporate environments. The scanner identifies OpenClaw deployments without executing code on endpoints.