🤖AI Agents & Orchestration

Deploying OpenClaw on Ubuntu 26.04

Deploying Hermes Agent on Ubuntu 26.04

Build an AI-Powered Auto-Post Bot for Facebook with Garudust

Turning Production Incidents Into Testing Postmortems — With a Local LLM and No API Key

ใช้งาน Garudust Agent ร่วมกับ Typhoon Thai LLM: คู่มือฉบับสมบูรณ์

UCP Variant Data: The #1 Reason Agent Checkouts Fail

Why Most Agents Fail on the Mesh — And the One Habit That Fixes It

Playwright MCP vs Tap vs Browserbase — where the credentials live

Retrofit vs. Native: The Architecture Decision Shaping Agent Payments

💧 Spraay x402 Gateway Now Accepts Solana USDC — Dual-Chain AI Agent Payments Are Live

The Missing Layer in Agent Security

The authenticated browser MCP — why cloud tools can't see your logged-in state

Armorer Guard: a 0.0247 ms local Rust scanner for AI-agent prompt injection

Vercel AI SDK 6: First-Class Agents for TypeScript

Waymark: The Control Layer Your AI Coding Agent Was Missing

Architecting Secure Agent Meshes: Protocol Selection for Distributed Systems

Architecting Secure Agent Meshes: Protocol Selection for Distributed Systems Current Situation Analysis Multi-agent architectures have shifted from centralized orchestration to decentralized mesh to...

The capability ceiling — how ACT sandboxes third-party tools

Agentic code review in production: orchestration, evaluation, and the cost of being wrong

Axiom: the agent runtime where every belief has a confidence score

Network Security for Multi-Agent Systems: Key Strategies

Your AI Agent Just Dropped Your Production Database

How to Build a 24/7 AI Coding Agent on a $50 VPS

Ship an app on Ghost + Fly.io for $2/month

What Agent-Native Means for Your Content Infrastructure

MCP, A2A, and Pilot Protocol Are Not Competing. Your Agent Stack Probably Needs All Three.

Formal Root Invariant Layer: CONTRACT.md

Six Principles for Agent Systems That Don't Hallucinate

Secure Data Exchange for Multi-Cloud AI Systems

How to Add Tamper-Evident Audit Trails to Your OpenClaw Assistant

Hermes agent: Connect to Discord

LingTerm MCP — Let AI Safely Control Your Terminal

Your MCP Server Knows Who Paid. Does It Know Who They Are?

MCP Client with LangChain4j

Spec Kitty mission lifecycle: a domain modeling pass through Giiken

GarlicStamp: an open identity protocol for AI agents

Agentic AI vs AI Agents: The Governance Shift

MCP Shows What the Agent Did. eBPF Shows Why the GPU Stalled.

Knowing When Your LLM Is Wrong: A Field Guide for Agentic Systems

AWS Kiro: The Agentic IDE That Makes Specs the Unit of Work

Cómo Guiar Asistentes de IA para Construir Agentes Listos para Producción: 8 Patrones Esenciales

Register for an Agentic Headless CRM Backend Without Leaving Your Agent

oh-my-agent: 9 new skills, cursor as first-class vendor, 80/100 benchmark

Gotanda Style: Do AI Agents Really Need Meetings?

Building an Agent Evaluation Pipeline with Google ADK

Show HN: adamsreview – better multi-agent PR reviews for Claude Code!

Hardening a Notion MCP workflow with seven small utility MCP servers

Deterministic Agent Instructions: Engineering Verifiable Guardrails for AI Coding Workflows

Deterministic Agent Instructions: Engineering Verifiable Guardrails for AI Coding Workflows Current Situation Analysis The adoption of AI coding assistants has outpaced the engineering of their inst...

Designing a Real MCP System (End-to-End, From Scratch)

One Open Source Project a Day (No. 62): UI-TARS-Desktop - ByteDance's Open-Source Multimodal GUI Agent Stack

Building an AI Agent Runtime That Uses Codex CLI / Claude Code as Workers and Closes Tasks Only With Evidence

Agentick: A Unified Benchmark for General Sequential Decision-Making Agents

Towards Security-Auditable LLM Agents: A Unified Graph Representation

I scored 492 public CLAUDE.md files against a 12-rule baseline. Median: 3/12.

Eliminating Double-Billing: Integrating Claude Subscriptions with the Agent SDK

Developers with Claude Pro or Max subscriptions often incur unnecessary costs by using API keys for personal scripts. This guide details how to leverage the official Agent SDK to route requests against your subscription quota, preventing double-payment while maintaining code quality.

Context Window Economics: Quantifying LSP Efficiency Over Text Search for AI Agents

Benchmarks demonstrate that Language Server Protocol integration reduces AI agent context consumption by up to 1,441x compared to grep-based workflows. This analysis covers token savings, precision gains, and implementation strategies for semantic code operations.

When prompts become shells: the tool registry is the attack surface

DocuFlow: Give Your AI Agent a Persistent Memory for Your Codebase

Building Cognitive Automation Pipelines with n8n and Anthropic’s Claude API

Building Cognitive Automation Pipelines with n8n and Anthropic’s Claude API Current Situation Analysis Modern workflow automation platforms excel at deterministic routing: moving data from point A t...

Claude Code Source Analysis Series, Chapter 2: The ReAct Main Loop

Autonomous Constraint Evolution: Engineering Self-Optimizing Agent Frameworks

Autonomous Constraint Evolution: Engineering Self-Optimizing Agent Frameworks Current Situation Analysis Modern AI agent architectures treat the behavioral harness—the collection of system instructi...

From Developer Laptops to Isolated Containers — Enterprise MCP Infrastructure with MCPNest

Backfill Article - 2026-05-07

Backfill Article - 2026-05-07

Building a Multi-Agent Fleet with No Central Server

Backfill Article - 2026-05-07

Backfill Article - 2026-05-07

Layer 4 of the Agentic OS: Scaling and Distributing AI Capabilities

Day 14: Deployment & LangSmith

Monitoring: From Black Box to Glass Box

9router: route Claude Code, Cursor, or Copilot through whichever free tier you've got

The Art of Model Orchestration: Building RouteLLM

See SYNAPSE Route a Three-Model Pipeline — No Connector Code Required.

Stop Paying Your AI Agents to Re-Learn the Same Site

Agents assemble. One agent is a hire. Many agents are a workforce.

How to Add Behavioral Trust to Cloudflare Agent Memory

Build a Lightning-Gated MCP Server in 10 Minutes

El Sistema Nervioso Central: Escalando el Radar Agéntico a 24/7 con FastAPI y Webhooks

What Pipelock Inspects, And What Tool Policy Inspects Instead

Cloud Embeddings vs. Local Sovereign Memory: AI Agent Memory Layer Compared (2026)

Prompt injection through website content: how AI agents can be manipulated by the pages they visit

完整介绍波街：从 Bot 经济系统到 5 分钟接入 AI Agent

Why AI Coding Agents Waste 30% of Their Tokens — And How to Fix It

Your AI agent already emits OpenTelemetry. Why aren't you watching it?

Backfill Article - 2026-05-07

agent-governance-policy.yaml

Autonomous Agent Financial Governance: Closing the Gap Between Payment Rails and Policy Enforcement Current Situation Analysis The infrastructure for autonomous agent payments has matured rapidly.

Agents that pay: why agent payments without governance is the next incident

AI Call Screening: Let Your Bot Decide Which Calls Are Worth Your Time

TypeScript Agent Frameworks in 2026: Loop, Runtime, Sandbox

One Open Source Project a Day (No. 55): RuFlo - A Multi-Agent Orchestration Engine for the AI Swarm Era

The Agent Control Plane is an SRE Problem: Governing the Orchestration Layer Nobody is Watching

Your AI Assistant is Gullible: Building a "Semantic Airgap" for Gmail Connectors

What PocketOS Teaches Us About Agentic Architecture

Binding AI agents with physics, not politeness — AOS v0.1 as a minimal spec

Building an External Control Plane for LLM Agents

Building an External Control Plane for LLM Agents Current Situation Analysis Large Language Models operate on probabilistic token prediction, not deterministic execution.

Designing Good MCP Tools (This Is Where Most Systems Fail)

AI Gateway vs MCP Gateway vs Agent Gateway: What Each One Does (And When You Actually Need Them)

Agent Skills Has No Integrity Layer. We Built One.

Why DeepSeek V3.2 Tool Calls Can Drift from Ordered System Instructions

The Model Is the Byproduct

Claude Opus 4.7: Anthropic's Agentic Reliability Release, Explained