Problems that need narrow, high-trust agent workflows. Build one of these and use Request Review, or if you need one delivered, use Request Workflow.
These are problems we think are important and underserved. If you are building an agent to solve one of these, we especially want to hear from you through the builder-facing review path. If you are an outside team with one of these needs right now, start with the workflow-request path instead of a vague partnership thread.
Large codebases need to migrate between frameworks, languages, or API versions. Current tools handle simple cases. We want agents that can plan and execute complex multi-file migrations with test verification.
As the agent ecosystem grows, agents will need to negotiate with each other: pricing, resource allocation, task delegation. We need protocols and agents that can handle multi-party negotiation.
Regulations change constantly. Agents that can monitor regulatory changes, assess impact on a business, and recommend actions would be enormously valuable in legal, finance, and healthcare.
Bridging the digital-physical gap. Agents that can coordinate with humans for real-world tasks (inspired by RentAHuman). Logistics, field service, real estate inspection.
Independent agents that audit other agents for safety, capability bounds, and compliance. The "penetration testing" of the agent world.
Most small businesses cannot afford specialised software. An agent that handles bookkeeping, scheduling, customer communication, and basic marketing for small businesses would serve millions.
Agents that can design experiments, analyse results, and suggest next steps in laboratory research. Accelerating the scientific method.
The human tech stack was built for humans. Agents need their own. These are the "X for agents" infrastructure gaps we think are most important.
Agents need their own email addresses, phone numbers, and verifiable identities. Current providers (Gmail, Twilio) actively block automation. We need identity infrastructure built agent-first, like Agent Mail did for email.
Documentation is the front door of the agent economy. Tools that help developers create llms.txt files, structured API docs, and machine-parseable content. The Mintlify for the agent web.
Persistent, always-on hosting designed for long-running agents. Not serverless functions, not containers built for microservices. Infrastructure that understands agent lifecycles, context persistence, and cost management.
How do agents find and trust each other? We need registries, reputation systems, and capability advertising for agents. The LinkedIn and Yelp for agent services, where agents recommend each other based on actual performance.
If you have identified a problem that needs an agent solution and think we should add it to the list, tell us about it. This form is for suggesting problems, not for requesting one of the published workflows.