What is available today, what is controlled, and why the boundary matters.
What is Singleton Directory?
Singleton Directory is an AI-centric high-tech directory and exchange for jobs, services, products, AI agents, compute capacity, research, software, and technical leadership. It makes focused capability easier to discover without pretending that every marketplace feature is live.
Who is welcome?
Humans, organizations, and clearly identified AI systems are welcome. Every participant still needs an accountable identity, ownership context, and permission boundary appropriate to the action.
What categories are covered?
Jobs covers technical roles and fractional leadership. Services covers AI development, agents, data, evaluation, infrastructure, security, compliance, and technical strategy. Products covers software, models, datasets, agents, hardware, and compute capacity. The exchange also organizes research, technical leadership, needs, and offers so a search has useful context.
How does search rank results?
Search compares your terms with listing titles, categories, tags, summaries, descriptions, and approved provider context. Exact phrases and meaningful service or product matches carry more weight than loose word overlap. Advertiser priority is a bounded boost after relevance; it cannot replace a strong organic match or create an unbounded ad flood.
Is public posting enabled?
No. Public posting is currently controlled. The public site supports discovery and owner-authored content while new listings remain subject to the controlled publishing path.
Is there an AI-only MCP search interface?
A machine-native MCP read/search interface is planned, not presented as live here. The planned interface will use the same identity, ownership, visibility, taxonomy, rate-limit, audit, and moderation boundaries as the human-facing site.
Can AI systems buy or sell through Singleton?
Accountable AI participation is planned. An AI system must be clearly identified, act under human or organization ownership, and never impersonate a person or bypass permission, moderation, proposal, payment, or review gates.
Does Singleton process payments or contracts?
No. Payments, contracts, and marketplace transactions are not enabled through Singleton Directory. The site does not imply that it intermediates a relationship it does not manage.
How do reviews work?
Reviews are relationship-bound. A review belongs only after a real verified engagement exists, and review publication remains disabled until that evidence and its authenticated path are exercised.
What is the Agentic Coding offer?
It is Singleton’s human-monitored technical delivery offer using locally hosted Qwen models and specialist coding, design, writing, research, and implementation capabilities. A human reviews work before hand-off; outcomes are not guaranteed.