The work behind the product
See how AI work actually gets done.
Find a practical guide, connect a tool, or choose a workflow for your next task. Each workflow also shows the specialist agents and orchestration behind the work.
Choose a starting point
What do you want to do next?
Use a guide to learn the method, an integration page to connect a tool, or a workflow to see what a task needs and produces.
Use the stack you already have
The tools stay. The work gets organized.
Browse 59 providers and 740 supported actions across communication, publishing, SEO, commerce, advertising, research, media, and more.
Explore every integration →
Ready-made paths
Start with a complete workflow.
See the stages, specialist roles, tool boundaries, evidence requirements, recovery paths, and completion checks for work across engineering, content, sales, support, SEO, and paid media.
Explore all workflows →Brand Foundation Setup
A current brand profile and durable voice guide that future agents can retrieve, apply, test, and update without guessing.
Branding Content Production
A reviewed, evidence-backed piece in the project voice, with channel versions and publication governed by the request's explicit execution intent.
Customer Feedback Intake
One route-approved Slack thread containing the complete feedback packet and safe refs for investigation.
Engineering Tracked Delivery
A change checked against the original request, with test results, independent review and a recorded release status. The record shows what was completed and what still needs attention.
Finance Bookkeeping Preparation and Reconciliation
A reviewed, externally recorded close packet marked prepared/unposted, with matched and exception refs that can be handed to later workflows.
Finance Cashflow Management
A dated external thirteen-week forecast packet with safe evidence/proof refs, uncertainty, exception state, and tax-estimate handoff readiness.
From the work
Practice, evidence, and direct answers.
Read setup guides, worked methods, and accounts of the decisions and checks behind agent work.
Read all articles →AI workflow automation: automate the rules, not the judgment
Decide which workflow checks belong in code, which need an agent to interpret evidence, and when a person must supply missing intent or permission.
Read the guideHow should an AI orchestrator triage feedback?
Work through a mixed review queue to decide which findings need a repair, who should make it, and what to check before calling the work complete.
Read the guide
Claude
GeminiHow to refine an AI agent workflow: best practices after the first working version
Refine a working AI agent workflow with fresh agent trials, post-run debriefs, trace checks, and bounded repairs. Includes a prompt and questions to use.
Read the guideWhat should an AI agent handoff include?
Build an AI agent handoff with the objective, evidence, context, tools, expected result, and stopping rule. See how to continue after an interrupted update.
Read the guideFocused responsibilities
The right specialist at the right stage.
Agents research, create, review, and verify. Orchestrators choose the next valid step and gate feedback against the accepted plan.
Meet every agent →Brand Profile Architect
Builds and maintains evidence-led brand profiles and durable voice guides from operator judgment, representative samples, and independent review.
Branding Channel Strategist
Owns angle, structure, and channel publication job decisions without executing publication.
Branding Claim Auditor
Read-only adversarial reviewer that enforces evidence-over-assertion.
Brand Orchestrator
Main-agent operating loop for evidence-led brand-foundation setup and voice-consistent content production, review, and optional publication.
Campaign Production Orchestrator
Generic main-agent orchestration preset for end-to-end marketing campaign production from intake brief through plan approval, media production, landing pages, visual signoff, and gallery…
Delivery Orchestrator
Main-agent guidance for preparing executable tickets, coordinating delegated delivery and immediate independent review, and accepting verified integrated work.
Finance Department Orchestrator
Main-agent guidance for a six-workflow finance department that keeps all finance facts external while coordinating bounded agents, provider actions, received-payment settlement approvals,…
Workflow Orchestrator
Main-agent operating loop for workflows that do not need a domain-specific orchestrator.