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By Prompthon-IO

agent-systems-handbook

A practical AI agents handbook covering agent systems, agentic workflows, LangGraph, MCP/A2A, context engineering, agent memory, evaluation, observability, and multi-agent architecture. Current trend focus: multimodal file search, emerging agent runtimes, and production AI workflow patterns.

Filed under Agent Frameworks. Status: Published

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Last commit
13d ago
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Refreshed May 19, 2026

On the maker

Prompthon-IO

Use cases

Multi-Agent, Production-Grade, Tool Use / Function Calling.

  • Multi-AgentTools that coordinate two or more agents, support delegation, or implement agent-as-tool patterns.
  • Production-GradeTools proven in production at scale — not prototypes or research previews.
  • Tool Use / Function CallingTools that support OpenAI-style function calling, MCP tool use, or structured tool dispatch.

Pricing

Not yet curated

Field notes

No field notes yet.

Field notes for agent-systems-handbook will land here when sources support a confident take ; synthesized from postmortems, vendor retros, dev-team blogs, deeply-engaged GitHub issues, and our own builds.

Coverage isn’t promised on every tool ; empty sections are honest. Field notes are curated, not generated from vendor copy.

Benchmarks

Scores aren’t in yet.

We’re wiring up SWE-bench, Aider Polyglot, and a custom dev-task suite next. Methodology will be public; vendor pre-notification is 48 hours.

View benchmarks

How we make money

This directory is supported by display advertising. Advertisers do not influence editorial rankings, benchmark scoring, or which tools are featured. Tools are ordered by data.

Editorial independence policy →

Last verified · 2026-05-19

We refresh GitHub stats weekly and pricing daily. Significant changes auto-banner the page; corrections to hello@vybing.dev.

Methodology