A tool shortlist is only the start. Connect the workload to its execution model, check when an option does or does not fit, and decide who will own and operate it.
AI Agent & Automation Decision Platform
Stacks and Flows
Choose the right AI agents, automation systems, and execution architecture for your team.
Evidence-led guidance across workflows, AI and coding agents, protocols and governance — compare deployment, reliability, migration, ownership and lock-in trade-offs.
Visit website↗Continuously evolving
STACKS & FLOWSDECISION LENS
01WORKFLOW
Workflow automationn8n · Make · Zapier
Pipedream · Activepieces · Windmill
02AGENT
AI & coding agentsLangGraph · OpenAI Agents SDK
Skills / Plugins · Memory / Context
03EXECUTION
Execution architectureDurable execution · Sandbox · MCP / A2A
State · Evals · Governance / Approval
CompareFrontierEvidenceGuides
Product scope illustration · not an app UIOverview
Evidence-led guidance across workflows, AI and coding agents, protocols and governance — compare deployment, reliability, migration, ownership and lock-in trade-offs.
Core capabilities
What it can do
Compare workflow platforms, AI agents, coding agents and runtimes by workload and operating constraints — including when not to use them.
Translate Frontier changes into decision impact: harnesses, runtimes, sandboxes, memory/context, Skills/Plugins, MCP/A2A, triggers/events, evals and governance.
Trace capability boundaries to official documentation and changelogs, source verification, verified dates and explicit conditions — not blanket recommendations.
Plan self-hosting and migration around portability, operational ownership and vendor lock-in, alongside reliability and deployment trade-offs.
Product gallery
From concept to use case
Verified project visuals are labelled honestly; placeholders never represent a live interface.
Automation systems
Scalable, vendor-neutral automation infrastructure guidance.
Typical scenarios
Built for this work
Choose a workflow or agent stack↗Evaluate an execution architecture↗Plan migration and self-hosting↗Assess ownership and lock-in↗
Who it is for
Designed for teams with this kind of work.
Teams choosing workflow and agent systems
Developers evaluating runtimes and deployment boundaries
Operators planning migration and long-term ownership
Current stage
Continuously evolving
The public site is live. Workflow and agent comparisons, Frontier decision guides and migration resources continue to evolve.
Supporting technology
AstroCloudflare PagesContent CollectionsWorkflow Research