Multi-Agent Articles
Browse 431 articles about Multi-Agent.
What Is the SubCube SSA Architecture? A 12M Token Context Window Explained
SubCube's sparse attention architecture claims a 12M token context window at 5% the cost of Claude Opus. Here's what it is and why it matters for agents.
The Subtraction Principle: Why Removing Agent Tools Often Improves Performance
Research shows adding more tools to AI agents can hurt results. Learn the subtraction principle and how to audit your agent harness for better outputs.
What Is Claude MCP? How Anthropic's Connectors Work with Blender, Adobe, and More
Claude's MCP connectors let AI issue commands directly to creative apps like Blender and Adobe. Learn how they work and what they can actually do.
What Is Harness Engineering? Why Your Agent's Wrapper Matters More Than the Model
Stanford research shows the same model can perform 6x better depending on its harness. Learn what harness engineering is and why it changes everything.
Agent Burnout Hits at Hour 4 — Not Hour 8: Why AI-Assisted Work Drains Differently Than Normal Work
Agent work burns through judgment and context-switching, not typing. Why you hit a wall at 4 hours and what to do about it.
AI Agents Don't Save Time — They Create an Infinite Backlog: 5 New Organizational Roles Emerging Right Now
Agents expose everything you could be doing, not just what you are doing. Five new roles — from context librarian to eval engineer — are emerging.
Box's CEO Is Hiring 'Agent Engineers' — The New Role That Runs AI Across Every Business System
Aaron Levy is creating internal FTE roles to wire AI agents across Salesforce, Workday, and Box. Here's what the job actually requires.
How to Run a Self-Hosted AI Agent for 24 Cents an Hour: Hermes Setup on HPC.ai Step by Step
Hermes runs on a CPU — not a GPU — for $0.24/hour on HPC.ai. One-command install, News Portal for models, and you're running in minutes.
Hermes Agent Found a £55,000 Mispriced Mercedes on Autotrader — Then Set Up a Daily Price Monitoring Cron
Hermes scanned Autotrader, flagged a Mercedes SLS AMG underpriced by £55k, and scheduled daily alerts — all from a natural language prompt.
Hermes vs. OpenClaw for Agentic Tasks: Which Self-Hosted Agent Handles Lead Scraping and Cron Jobs Better?
OpenClaw is popular, but Hermes ships with email, scraping, and autonomous agents built in. Here's how they compare on real business tasks.
Build a Multi-Agent OS on Claude Code: 6 Components of a Hive Mind That Runs a Business Autonomously
Shared SQLite memory, mission control kanban, Meta Ads CLI, Telegram interface, agent suggestion system — here's the full architecture.
How to Build an Obsidian-Style 3D Agent Memory Graph Using Gemini Video API and Claude Code
Screen-record Obsidian, send the video to Gemini's video understanding API, ask Claude Code to replicate it. Zero graph libraries required.
Omar Khattab's DSPy Follow-Up: How Auto-Optimizing Your Harness Put a Tiny Model at #1 on TerminalBench
DSPy's creator showed a Haiku-powered harness beat larger models on TerminalBench. The secret: 10M tokens of automated harness optimization.
SWE-Bench Score vs. Real Merge Rate: Why Your Agent's Benchmark Number Doesn't Match Production Reality
Agent solutions pass SWE-bench but merge at half the rate of human solutions. The gap between benchmark and production is wider than you think.
5 Autonomous Tasks the Hermes Agent Handles Better Than OpenClaw — With Real Output Examples
Hermes found mispriced supercars, generated plumber leads with pitch angles, and surfaced a Kimi K2 story most outlets missed.
500% More Merged PRs: 4 Lessons from OpenAI's Symphony Agentic Coding Experiment
OpenAI's internal teams saw 500% more landed pull requests with Symphony. Here are 4 structural lessons about running agents at scale on real codebases.
Why a 1998 Mozilla Bug Tracker Accidentally Designed the Perfect AI Agent Substrate
Bugzilla's 1998 primitives — durable state, state machine, ownership, audit history — are exactly what AI agents need. Jira and Linear inherited them all.
How to Build an Agent-First Product: Lessons from Stripe, Google, and Anthropic
Discover the design principles behind agent-first products, from payment rails to discovery APIs, and how to make your app callable by AI agents.
How to Chain Claude Code Skills into Scheduled Autonomous Pipelines: A Step-by-Step Guide
Chain Claude Code's modular skills into a scheduled pipeline that researches, writes, repurposes, and posts content with one human checkpoint.
How to Run the Hermes Agent for $0.24/Hour: Single-Command Setup on a CPU Cloud Instance
Hermes agent runs on a CPU instance at $0.24/hour with one install command. Here's the full setup on HPC.ai with OpenRouter, Telegram, and cron scheduling.