Multi-Agent Systems That Actually Ship: Orchestration Patterns That Work
Production multi-agent design patterns. Router-Worker, Hierarchical Supervisor, Map-Reduce Parallelism, and Shared Memory State orchestration in TypeScript.
8/1/202623 min read
#Agent Architecture
6 articles tagged with Agent Architecture
The Human-in-the-Loop Pattern That Actually Prevents Agent Disasters
Production HITL vs HOTL architecture. How to design multi-tier human approval gates, confidence score thresholds, and Slack/Teams interactive review webhooks.
8/1/202625 min read
Why Every Model Provider Is Racing Toward Tool-Chaining, Not Just Chat
Beyond single-turn text responses. How MCP standardization, native function calling, dynamic tool discovery, and Agent-to-Agent (A2A) delegation power 2026 AI workflows.
8/1/202623 min read
Multi-Agent Orchestration Patterns: Supervisor vs Swarm Architectures
Two dominant shapes for multi-agent systems solve different problems. Picking the wrong one doesn't just underperform — it actively fights the structure of your task.
7/13/202611 min read
The Agentic Engineering Stack in 2026: Tools, Patterns, Pitfalls
A survey of the layers that make up a real agentic system today — orchestration, memory, tools, evaluation, guardrails, observability — and the specific ways teams get each one wrong.
7/10/202613 min read
Designing Agent Harnesses: Lessons from Production Coding Agents
A harness is everything around the model — the tools, the sandbox, the permission system, the loop that decides when to stop. Get the harness wrong and even a great model produces a bad agent.
7/1/202612 min read