Custom teams

Research assistants for literature review, experiment execution and report preparation.

A research pipeline evaluated on scientific implementation and manuscript tasks.

Andon Labs' AI-run boutique in San Francisco, managed by the agent Luna with persistent helper agents for procurement, email, phone, social media and scheduling.

Planner and coding agents built into Atlassian's internal Jira that take a work item to a pull request, with an engineer approving each step.

Agents coordinating repository changes for software evolution.

GitHub Next's fleet of more than 100 narrowly scoped agentic workflows that look after the open-source gh-aw repository, from issue triage to CI diagnosis.

An Italian online daily that is researched, written, verified and edited by five AI agents and goes live without prior human review.

Spotify's internal agent setup for code changes: an interactive agent scopes the task, a background coding agent opens the pull request, and an LLM judge checks the diff.

An autonomous research system generated experimental work and manuscripts for a workshop review study.

A human-guided research team used to design SARS-CoV-2 nanobodies.

Multi-agent chat assistant that lets people at Wix ask business data questions in natural language and steers them to the right metrics and dimensions.

Specialist agents turn campaign requirements into data-informed media plans.

Specialist agents analyze team designs before an orchestrator reconciles their findings for engineer review.

Specialized agents develop and refine hypotheses for scientific investigations.

A chief of staff and specialist agents supporting business operations.

Parallel research agents gather information for a lead researcher and citation agent.

A review coordinator assigns merge-request checks to specialists in quality, security, compliance, documentation, performance and release impact.

Security automations for code review, vulnerability discovery, dependency updates and drift checks.

An orchestrator delegates document analysis and response formatting to specialist agents.

A recruiting assistant that delegates sourcing, evaluation and engagement work to specialist sub-agents.

Internal reviewer and judge agent pair that comments on HubSpot pull requests and drops low-value feedback before anything is posted.

Two-thirds of customer-service chats in month 1 — 2.3M conversations.

A standing go-to-market team dispatches work from Slack using shared context and memory.

A multi-agent question-answering system that answered prospective students' admissions questions for the University of Transport Technology in Hanoi during summer 2025.

Agents for content and website code, coordinated through a task board.

Independent agents the Next.js maintainers use to research, reproduce, verify and fix GitHub issues; they helped cut the backlog by 1,462 closed issues in about three weeks.

Research, writer, validation, editor and multimedia agents on Amazon Bedrock that produce PGA TOUR recaps and betting profiles every week.

A core coding loop delegates to workers and specialist subagents.

A product-manager agent and a coder agent, built from the author's own Bobbo agent code, that take turns running his MCP deals server.

A scientific workflow connects literature research and data analysis to human-run experiments.

Sam, Barry, Karen and a CRM agent answer leads, check calls for compliance, route complaints and keep CRM records current for Send Payments.

Internal agent toolkit Shopify uses to port its Shopify app from React Native to native, with an orchestrator, an implementer, a test-writing subagent and independent reviewers.

Specialist analysis agents and domain judges that propose and vet changes to Shopify's product taxonomy before the taxonomy team reviews them.

An orchestrator coordinates service agents for internal platform operations.

A one-person Tucson local news site where AI models write the morning brief, preview council agendas, draft meeting reports and voice a podcast and a Spanish newscast.

Toni and the agents added after it research leads, keep Salesforce current, follow up by SMS and run energy comparisons for Zembl's sales team.

Homogeneous extraction worker pool deployed from a single blueprint.

E-commerce ops trio: catalog sync, dynamic repricing, order triage.