NVIDIA SkillSpector: Security Scanner for AI Agent Skills
NVIDIA SkillSpector is an open-source security scanner designed to detect prompt injection, data exfiltration, and supply-chain risks in AI agent skills before
#AIAgents
TAU-HOME.COM stories tagged AIAgents.
Orchestrating Autonomous AI Agents Like Kubernetes: Architecture and Lifecycle Tips for Google's Open-Source 'AX'
A practical guide to Google's open-source agent orchestrator AX, exploring its architectural design, single-YAML declarations, core CLI commands (ax apply, ax s
OpenDesign Releases 'OpenDesign Motion': Open-Source Claude Motion Alternative Supporting Custom Models and Agents
OpenDesign has officially released OpenDesign Motion as an open-source alternative to Anthropic's Claude Motion, breaking lock-in to proprietary models like Opu
The End of Prompt Engineering and the 'Boundary Architect': Controlling Multi-Agent Swarms with a Single Constraint File
How shifting from writing prompt instructions to version-controlled file constraints (Boundary Architecture) enables flawless control over 300 swarm agents with
Treg Releases Free WebAccess: Open-Source Web Search and Fetch Pipeline for AI Agents via TinyFish
Open-source project Treg has launched 'Free WebAccess', an open-source web search and data scraping tool tailored for AI agents, integrating TinyFish alongside
8 Trending GitHub AI Agents and Dev Tools: From Orca Parallel Worktrees to Google ARTEMIS Phone Control
A comprehensive breakdown of 8 trending open-source tools on GitHub, spanning Orca's parallel git-worktree agent orchestration, Google's ARTEMIS mobile automati
Google DeepMind Reports First Autonomous Minecraft Completion with Four Gemini 4 Argon Agents
Google DeepMind has demonstrated the first end-to-end autonomous completion of Minecraft by AI agents, with four Gemini 4 Argon agents defeating the Ender Drago
Meta Releases Open-Weight 816B AI Model 'Muse Spark' for Coding and Agentic Workflows
Meta has officially launched 'Muse Spark', a massive open-weight AI model optimized for developers and coding agents. Featuring an 816B total parameter MoE arch
10 GitHub REA Repositories for AI Agent Reverse Engineering and Claude Integration Tips
A curated guide to 10 open-source repositories—including REA (Reverse Engineer Anything), Ghidra, and Frida—that empower Claude and AI agents to disassemble nat
Kakao Unveils 'SPIRIT' AI Ethics Framework and 'NORMA' Implementation System for Autonomous Agents
At if(kakao)26, Kakao announced 'SPIRIT', a set of six ethical principles tailored for autonomous AI agents, alongside 'NORMA', an operational framework coverin
Sakana AI Releases 'The Agentic Scientist' and AutoIllustrate as Open Source for Autonomous Research Workflows
Sakana AI has open-sourced 'The Agentic Scientist' (AI Scientist v3), scaffolding coding agents to automate parallel scientific exploration and evidence generat
Connecting 5.2M+ Free Audio Tracks to Claude Video Editing: Openverse Keyless API Workflow
Learn how to connect Openverse's free keyless API with Claude to search and integrate over 5.2 million sound effects, ambience, and music tracks into video edit
HyperFrames Studio Launches 'Reference Any Video': Formatting by Reference and Automated Brand Kits from Site Scans
AI video creation platform HyperFrames has officially introduced 'Reference Any Video' in HyperFrames Studio, allowing AI agents to generate stories matching an
Everything Claude Code Setup Surpasses 278k Stars: 71 Agents and 311 Skills
Everything Claude Code, an open-source Claude Code setup, crossed 278k GitHub stars. We analyze its 71 agents, 311 skills, persistent memory, and AgentShield se
9 Trending GitHub AI and Developer Tools: From Local Audio and Agent Skills to Lightweight Inference
A breakdown of 9 trending open-source AI and developer tools on GitHub—including VoiceStudio, CLI-Anything, and AirLLM—covering core capabilities, repositories,
Liquid AI Releases LFM2.5-24B-A2B: Open-Weight MoE Agent Model Running Locally on Laptops
Liquid AI has launched LFM2.5-24B-A2B, an open-weight MoE model activating approximately 2B of its 24B total parameters per token to deliver fast local inferenc
Wharton-GBK Annual Report: 80% Report Positive AI Gains, but High ROI Reaches Just 28%
Wharton Human-AI Research and GBK Collective's annual report reveals 80% of enterprise departments experienced positive AI returns, but only 28% achieved high R
Google Rolling Out Custom MCP Support on Gemini Desktop App and Web
Google has begun gradually rolling out custom Model Context Protocol (MCP) server support for Gemini desktop and web users. The update enables custom local and
Self-Improving Agent Harnesses with Small Models: CMU's 6-Step Optimization Loop
A practical breakdown of CMU research where a 4B model out-edited its 35B teacher: a 6-step loop to evolve agent harnesses without modifying the underlying task
Alibaba Qwen Unveils QwenGyre: An Elastic RL Framework for Extreme-Long-Horizon Agent Training
Alibaba's Qwen team has unveiled QwenGyre, an elastic reinforcement learning framework designed for extreme-long-horizon agent training, cutting end-to-end trai
Tencent Open-Sources 'TencentDB Agent Memory': 100% Local SQLite-Based Long-Term Memory for AI Agents
An architectural overview of TencentDB Agent Memory, an open-source long-term memory framework for AI agents powered by local SQLite and a 4-layer semantic pyra
Anthropic Managed Agents Dynamic Workflows in Public Beta: Lead Agent Splits Work Across up to 1,000 Runs
X user @UniverseB1020 summarized Anthropic Managed Agents' Dynamic Workflows public beta: a lead agent splits work into up to 1,000 runs (64 concurrent), and a
Anthropic's Three-Layer Containment Pattern for Claude Agents: Contain the Environment Before Steering the Model
A practical write-up of the agent containment setup Anthropic runs for Claude: why approval prompts failed, how the environment, model, and external layers work
Post Claims Dubai Crown Prince Launched AI Agents Championship With $150K Grants per Category
In an October 11, 2026 X post, @suraj_sharma14 claimed Dubai's Crown Prince launched the Create AI Agents Championship on October 7, with $150K grants for each
Agentic Evals: Grade What the Agent Changed, Not What It Said
A practical agentic eval recipe: start every run from the same database, check end state, required and forbidden tools, and step budget before the reply, and av
Paper Billed as Stanford: Fix Loops and Stalls with the Harness, Fix Bad Plans with Weight Training
A summarizer presents this as a Stanford study separating agent failures into process failures and content failures, and distinguishing harness evolution from L
tuios: Watch Multiple AI Agents From a Single Terminal Window
tuios as described in an Oct 11, 2026 post: a Go-built single-binary terminal multitasking tool with tiled panels, zoom, 9 workspaces, vim-style modal keys, and
Keep the Memory When You Swap the LLM: Walrus Memory's Portable Context
Walrus introduced the Walrus Memory concept on August 14, 2026: agent memory that lives at the storage layer rather than inside one app, readable by any tool-ca
REA: Open-Source MCP Bridging Ghidra and Hopper into AI Agents for Reverse Engineering
From sourceless native binaries to Electron app IPC flows, REA (Reverse Engineer Anything) connects decompiler engines like Ghidra and Hopper directly to AI age
Excalidraw CLI Released: Local Diagram Rendering and AI Agent Visual Feedback
Excalidraw has officially released its CLI tool supporting local files and Excalidraw+ integration, enabling automated diagram rendering and visual feedback pip
Monid Raises $7.7M to Build 'OpenRouter for Agent Tools'
AI agent platform Monid raised $7.7M led by Long Journey VC to launch a single-connection interface for discovering, running, and paying for 2,500 APIs on a pay
StepFun Launches 'Step 5 Preview' for Agentic Workflows: OpenRouter Release with One Week of Free Access
StepFun has officially released its next-generation flagship model, Step 5 Preview, on OpenRouter. The launch features a one-week free access promotion across p
AI Agent Session Center: Manage Multi-Terminal Coding Agents from One Dashboard
An open-source local dashboard that monitors approval-pending and input-blocked sessions across Claude Code, Codex, and Gemini CLI with prompt queuing.
Stealth Browser MCP: Anti-Bot Bypass Browser Automation for AI Agents
Stealth Browser MCP enables AI coding agents to navigate Cloudflare protections, run real Chromium browsers, extract UI assets, and intercept network traffic.
PGRun Announced: Ephemeral Postgres Branching for AI Agents and CI
Alex Shapalov has announced PGRun, an ephemeral database branching platform provisioning isolated Postgres instances for AI coding agents and CI pipelines in se
13 Categories of Businesses to Build in the Agentic Era: Greg Isenberg's Strategic Guide
As AI agents commoditize routine knowledge work and generic software, entrepreneur Greg Isenberg outlines the 13 durable business models built to survive and th
Grok Bot New Guides Workflow: Auditing and Optimizing Agent Setups with Your Main Bot
A practical guide to using xAI's new Grok Bot guides (x.ai/bot/guides): feed the documentation to your main bot to audit existing agent configurations and extra
50 Useful GitHub Repositories for Developers and AI Engineers
A curated list of 50 essential GitHub repositories covering AI alignment testing (iFixAi), free APIs (public-apis), local LLM runtimes, and agent workflows.
Building an AI Content Factory for TikTok Shop & Affiliate Automation on a $300 Monthly Stack
Noah Frydberg shared a $300/month AI content factory combining GPT, Kalodata, and Arcads to automate competitor scraping, UGC video generation, and TikTok Shop
Laminar Releases 'flow-1': An RL Model for Agent Trace Error Detection at 23x Lower Cost
Laminar has unveiled flow-1, an RL model specialized in AI agent trace analysis and error detection. It matches GPT-6-sol in diagnostic quality while processing
Jack Dorsey's Open-Source Platform 'Buzz' Gains Traction as an AI Agent Workspace for Solopreneurs
Block's open-source platform 'Buzz', championed by Jack Dorsey, unites team chat, Git repositories, and permission-controlled AI agent collaboration into an all
Hugging Face's Multi-Harness RL Architecture: Preventing Agent Overfitting Across Coding Interfaces
How Hugging Face and Liquid AI use OpenEnv, Harbor, and TRL to train models across Claude Code, Codex, OpenCode, and Mini-SWE-Agent without single-harness overf
Ghidra MCP: Bridging AI Coding Agents to Binary Reverse Engineering and Game Modding
An overview of bethington/ghidra-mcp, an MCP server enabling AI coding agents to inspect game binaries via Ghidra and reuse function notes across game updates.
Understanding Harness Engineering for AI Agents: A 48-Page Architecture Design Handbook
Based on the foundational 'Agent = Model + Harness' principle, this 48-page technical handbook breaks down the control systems surrounding AI models—covering AC
REA: Open-Source MCP Server Enabling AI Agents to Reverse Engineer Apps and Binaries Without Source Code
An in-depth look at REA (morluto/rea), an open-source CLI and MCP server that empowers AI coding agents to reverse engineer native binaries, Electron apps, and
How Model Context Protocol (MCP) Works: A 6-Step Tool Execution Lifecycle
A step-by-step breakdown of how AI applications and MCP clients interact with MCP servers to execute tools, plus essential tips for precise LLM tool description
Production-Ready AI Agents: The 13-Step Workflow and Governance Architecture
Beyond simple tool demos, building reliable production AI agents requires a robust 13-stage execution loop and comprehensive governance guardrails ensuring cont
Beyond One-Off Prompts: Designing the Autonomous 24/7 AI Employee System Loop
Moving beyond simple prompt-and-wait interactions: how Andrej Karpathy's agentic engineering principles and an 8-pillar, 7-stage system loop turn LLMs into reli
Designing Agent System 1 Decision Models: Avoiding 27B Footprint Bloat and 4 Essential Capabilities
Analyzing why 27B open-source decision models create hot-path cost inefficiencies in agent workflows, and exploring the four essential capabilities required for
TypeSafe Jev and OpenAI Dots: 9-Step Setup Prompt for an Autonomous Agent Dispatcher
A battle-tested 9-step prompt to orchestrate OpenAI Dots agent teams with TypeSafe Jev routing, featuring confidence gates, multi-hop handoffs, and approval que
10 Essential Open-Source GitHub Repositories for Building Production AI Agents
Moving beyond basic LLM calls: a curated collection of open-source tools for workflow orchestration, type-safe outputs, dynamic memory, browser control, sandbox
18 Essential Architecture Patterns for Production AI Agents: Engineering Checklist
18 essential engineering patterns for production AI agents, covering Temporal state machines, context budgeting, System-One routing, 3-tier memory, and cost kil
CodeRabbit Launches 'CodeRabbit Triage' to Prioritize AI Agent PRs
CodeRabbit has unveiled 'CodeRabbit Triage,' a new solution that automatically triages and prioritizes pull requests generated in bulk by coding agents, ranked
5 GitHub Accounts to Watch for AI Agents, Skills, and Tools
A curated guide to 5 influential GitHub builders creating AI agents, Claude Code skills, and developer tools, featuring top repositories to explore and star-bas
7 Open-Source GitHub Projects Replacing Costly Paid AI Subscriptions
A practical guide to 7 essential open-source GitHub projects—including Hermes+Jev Skills, typesafe-ai/skills, OpenHands, and LibreChat—that replace expensive mo
Compressing Base Context from 30k to 10k for Local LLM Prefill: Coding Harness 18.3.0 Optimization
Coding agent harness 18.3.0 slashes base prompt token usage from ~30k to 10k for faster local model prefill, consolidates tools into read/write/bash, enables de
Magnitude: Open-Source Local LLM Profiling, Hardware Tuning, and Agent Harness Connector
Magnitude profiles your PC hardware, ranks local LLMs with estimated tok/s, applies speculative decoding, and bridges local models to Pi, OpenCode, and Claude C
Tim Blazytko Releases AI Agent Playbook for Breaking Obfuscated Binaries
Binary reverse engineering researcher Tim Blazytko has released an attacker's playbook and sample suite demonstrating multi-stage AI agent pipelines against com
claude-code-templates: One-Command CLI Setup for Agents, Slash Commands, and MCP
An open-source CLI tool that configures over 100 specialized AI agents, custom slash commands, essential MCP integrations, and remote mobile monitoring via a si
Stanford Hazy Research Releases CLM-8B: System 1 Model Up to 9x Faster Than Jev
Stanford Hazy Research has open-sourced CLM-8B, an ultra-fast System 1 model using contrastive learning and dual caching to deliver up to 9x faster inference th
Brain Launches Enterprise Persistent Memory Platform for LLMs and AI Agents
Brain has launched its enterprise platform, uniting Google Drive and Notion into a knowledge graph with persistent memory for Claude, ChatGPT, and custom agents
PhAI Labs Launches Free Scientific Agent Workspace 'ScienceBuddy' with GPT-6 and Dual Self-Improvement Loops
PhAI Labs has officially released ScienceBuddy, an interactive scientific research workspace offering free GPT-6 access and GPU acceleration integrated with the
Connecting Google Antigravity to Colab MCP: Building a Cloud A100 Lab with Google AI Ultra
A practical guide to connecting Colab MCP in Google Antigravity, using Google AI Ultra A100 GPUs and 24-hour background execution to offload heavy workloads wit
5 Open-Source GitHub Repos to Build AI Agent Workflows Without Paid Subscriptions
Five curated GitHub repositories, including Awesome MCP Servers and Awesome LLM Apps, to build AI agents and RAG pipelines without recurring software subscripti
Agent-Native: Builder.io's Open-Source TypeScript Framework Bridging AI Agents and React UI
An in-depth look at Builder.io's open-source Agent-Native framework. We explore how single defineAction declarations unify AI tools with React UI, synchronize s
Claude Code Game Studios: Open-Source Framework Expanding Claude Code into a 49-Agent Game Studio
Claude Code Game Studios (Donchitos/Claude-Code-Game-Studios) has been open-sourced, transforming a single Claude Code CLI session into a hierarchical game deve
Building an Autonomous Short-Form Video Agent with Jev and Astra 6
How to build an autonomous short-form agent using TypeSafe Jev for fast decision routing and Astra 6 for script generation, keeping context under 272k to minimi
Self-Improving AI Agents via AGENT_LEARNINGS.md and External Memory Scaffolding
How AI coding agents like Claude record past mistakes and improve iteratively using external memory scaffolding (AGENT_LEARNINGS.md)—without model retraining.
10 Practical Experiment Checklists to Put the TypeSafe Jev API to Work
From desktop accessibility tree control and high-frequency market making to knowledge graph traversal and coding agent completion judging (Canny): 10 practical
Optimizing Prompts and Skills for GPT-6 Astra: Slimming AGENTS.md and Defining DoD
Core optimization tips from OpenAI Developers (@OpenAIDevs) for GPT-6 Astra: specific skill triggers, on-demand guidance loading, and clear Definition of Done (
Building Production Agent Harnesses with Claude Code: 1-Hour Masterclass Tips
Key takeaways from an Anthropic engineer's 1-hour Claude Code masterclass: harness execution loops, CLAUDE.md, Plan Mode, reusable skills, and self-recovering A
Open-Source Headless Blender MCP 'bpy-dev/blender-mcp' for AI Agents
An open-source MCP enabling AI agents to control Blender headlessly via CLI. Features runtime bpy docs in the loop and a 27-task BlenderBench runner for automat
Tencent Releases WeKnora v0.8.0: Agentic RAG Shift with Sandbox Isolation and Memory
Tencent has released WeKnora v0.8.0, transforming its open-source LLM knowledge platform into an agentic RAG system with session sandboxing, cross-session memor
Showly: One-Click Web Publishing Layer for AI Agent Outputs
Showly is a dedicated publishing layer that deploys local reports and websites from Claude Code, Codex, and Cursor into live links with private previews, custom
3 Underrated GitHub Repos for Polymarket Traders: Alphapoly, PolyWeather, and Paper Trader
Three open-source GitHub tools for Polymarket traders: Alphapoly for LLM correlation, PolyWeather for weather mispricing, and polymarket-paper-trader for agent
OpenAI Academy Launches 11 New Free Courses: From Prompting to Codex and API Development
OpenAI Customer Education has released 11 new free self-paced courses on OpenAI Academy, completing a 14-course curriculum spanning workplace AI agents, Codex,
OpenAI Launches Agents API for Cloud-Native Autonomous AI Agent Development
OpenAI has launched the Agents API to build and run autonomous AI agents in the cloud, backed by the Codex harness, custom tool connectors, and multi-provider s
Memanto: 100% Local Open-Source Persistent Memory for Claude Code, Cursor, and Codex
Explore Memanto, an open-source tool providing 100% local persistent memory for Claude Code, Cursor, and Codex with 13 context categories, sub-90ms retrieval, a
im-not-ai: Open-Source CLI Agent Skill for Natural Korean AI Text Humanization
An overview of im-not-ai, an open-source CLI skill for Claude Code and Codex that removes translation tone and 70 AI writing tells from Korean text while preser
iPhone 24/7 Audio Recording and Local Whisper Pipeline for Codex life.md
An open-source tool and Codex skill use 24/7 iPhone audio and local Whisper to continuously update life.md, giving AI coding agents real-time daily context.
HyperFrames Releases 'Studio': Open-Source Video Editor for AI Agent Collaboration
HyperFrames creator Bin Liu has released Studio, an open-source video editor enabling AI agents to manipulate timelines while humans fine-tune complex video and
5 Open-Source AI Projects to Know: From Agent Hedge Funds to Local Studios
Five open-source AI projects — AutoHedge, LibreChat, Open Generative AI, Fincept Terminal, Vibe-Trading — covering agentic finance and self-hosted creative stud
Curating Daily AI Tools and Video Prompts: Search Agent Workflow
How to delegate daily discovery of emerging AI tools and video prompt libraries to search agents instead of manual digging, saving research time and finding hid
Official Unity Plugin for Codex: First-Party CLI Engine Control and Game Prototyping
Unity has released its official first-party plugin for OpenAI Codex, enabling direct engine control, hierarchy analysis, and game prototyping via Unity CLI.
Claude-Red: Open-Source SKILL.md Library Turning Claude into a Red Team Operator
An overview of Claude-Red, an open-source library providing structured SKILL.md modules across 13 offensive security categories to equip Claude agents with red
Turning ChatGPT into a Universal Executor: Maximizing Perceived Quota with MCPX
A practical workflow guide to pairing ChatGPT with MCPX to orchestrate code fixes, on-chain data queries, and system monitoring without constant tool switching.
Your Agent Failed 20 Steps Ago: Open-Source Observability Tools for Agent Debugging
Discover open-source observability tools like OpenLIT, Opik, and AgentOps to trace multi-step AI agent runs, diagnose tool call errors, and catch broken traject
advise-project-approach: Evidence-Based Project Planning Skill for Coding Agents
An open-source Agent Skill for Codex, Claude Code, and Hermes that researches comparable projects, constraints, costs, and architectural tradeoffs before code i
10 Trending GitHub Repos Blowing Up Right Now: superpowers, OmniRoute, and llmfit
A curated overview of 10 trending GitHub repositories, from superpowers and OmniRoute to llmfit, highlighting their core features and practical value for develo
Vibe Squad: Orchestrating 71 AI Agents Across 5 Model Families with Git Worktrees
Explore Vibe Squad, an open-source tool using Markdown definitions and git worktrees to orchestrate 71 specialized agents across Claude, Codex, Gemini, Grok, an
Unity Releases Official Claude Code Plugin: 29 Native Skills and Editor Control
Unity released an official first-party plugin for Anthropic's Claude Code, offering single-command install, 29 native skills, and direct Editor control with zer
HyperFrames Studio Integrates WebMCP to End Agent Blind Video Editing
HyperFrames integrates WebMCP into Studio, enabling Claude and ChatGPT browser agents to visually inspect user selections and edit video composition code direct