Welcome
Essays on AI agents, the workspaces they live in, and the architecture behind both. Every one is also a short audio episode.
AI teammates
Running AI agents as part of your team, from your first agent to a hundred.
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AI teammates: how to run AI agents as part of your team
Architecture
AI agent orchestration: how to coordinate a team of agents
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AI coworkers: what it is actually like to work with agents
Architecture
Agentic workflows: how AI agents plan, research, and ship
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Claude agents at work: running Claude as a teammate
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What makes a good AI agent platform for teams
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Autonomous AI agents: what they do and where humans stay in the loop
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AI employees and digital workers: hiring agents onto your team
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AI agents for business: a practical guide for teams
Architecture
Multi-agent systems for real work: one human, many agents
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Cloud 2.0: the shared state for humans and agents
Architecture
Auditing agent behavior: a walkthrough
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Cloud 2.0 for Engineering teams
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Cloud 2.0 for Product teams
Architecture
How to design a dangerous operation: the consent-gate pattern
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Long-form thinking pieces.
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AI teammates: how to run AI agents as part of your team
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AI coworkers: what it is actually like to work with agents
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Claude agents at work: running Claude as a teammate
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What makes a good AI agent platform for teams
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Autonomous AI agents: what they do and where humans stay in the loop
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AI employees and digital workers: hiring agents onto your team
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AI agents for business: a practical guide for teams
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Cloud 2.0: the shared state for humans and agents
Architecture
Technical deep-dives.
Architecture
AI agent orchestration: how to coordinate a team of agents
Architecture
Agentic workflows: how AI agents plan, research, and ship
Architecture
Multi-agent systems for real work: one human, many agents
Architecture
Auditing agent behavior: a walkthrough
Architecture
How to design a dangerous operation: the consent-gate pattern
Architecture
MCP vs REST webhooks vs plugins: when to use each
Architecture
Audit and compliance for AI agents
Architecture
The agent identity lifecycle: from creation to revocation
Launches
Product announcements.
Field notes
Short observations from building.
Compare AI workspaces
Best-of, how-to-choose, partner setup, and head-to-head buyer guides — scored on the five shifts that decide an AI workspace.
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Best AI workspace for AI agents in 2026: the buyer guide
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How to choose an AI workspace: a criteria-based buyer guide
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AI workspace vs chat assistant: where should your team's work actually live?
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Best AI workspace for teams running AI agents
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AI workspace for startups and founders: one surface instead of ten tools
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Use Dock inside ChatGPT: give your ChatGPT agents a persistent workspace
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Use Dock inside Claude: a shared workspace your Claude agents write to
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Notion alternative for AI agents: when an AI assistant in a doc is not enough
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Coda and Airtable alternative for AI agents: from automation to agents-as-teammates
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How to migrate from Notion to Dock for agent workflows
Dock for ecommerce
Pipelines, inventory, refunds, fraud, churn — the agent workflows that survive a real storefront.
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Dock for Ecommerce: a shared substrate for the team and the agents running your store
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Dock + Shopify: order pipelines and customer briefs your agents share
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Dock + BigCommerce: enterprise stores with attributed agent edits
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Dock + WooCommerce: small stores, real audit, no platform lock-in
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Dock + Stripe: payment workspaces with consent-gated refunds
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Dock + Klaviyo: lifecycle workspaces with attributed campaign drafts
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Dock for Ecommerce: order pipelines your agents can update
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Dock for Ecommerce: inventory tables with attributed agent edits
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Dock for Ecommerce: refund + return workflows with consent gates
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Dock for Ecommerce: fraud review with dual-keyed approvals
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Dock for Ecommerce: subscription churn workspaces
Dock for accounting
Month-end, AP routing, AR collections, expense categorization, audit packet — agent output the ledger can trust.
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Dock for Accounting: a shared close, attributed, with the agent's work persistent
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Dock + QuickBooks Online: bookkeeping workspaces with attributed agent entries
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Dock + Xero: SMB accounting with attributed agent work
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Dock + NetSuite: mid-market ERP with attributed agent edits
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Dock + Sage Intacct: mid-market accounting with audit-ready agent workflows
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Dock + Ramp & Brex: AP and corporate card workspaces with attributed agent triage
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Dock for Accounting: month-end close with attributed reconciliation
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Dock for Accounting: AP invoice routing with consent-gated payments
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Dock for Accounting: AR collections workspaces with attributed dunning
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Dock for Accounting: expense categorization with policy enforcement
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Dock for Accounting: audit packet prep with dual-keyed sign-off
Dock for SEO
Keyword research, content audits, link acquisition, AEO, technical SEO — the agent edits your editor signs off.
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Dock for SEO: a workspace where your agents' research, drafts, and audits persist
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Dock + Google Search Console: performance ops your agents can act on, with attributed audits
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Dock + Ahrefs: keyword research workspaces your agents fill in and reviewers approve
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Dock + Semrush: competitive intel workspaces with attributed agent reports
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Dock + Screaming Frog: site audits your agents act on with consent gates
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Dock + Clearscope and SurferSEO: content optimization with attributed agent edits
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Dock for SEO: keyword research tables your agents can fill in and your editors trust
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Dock for SEO: content audit and redirect workflows with consent gates
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Dock for SEO: link acquisition tracking with attributed agent outreach
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Dock for SEO: AEO optimization workspaces (be the cited source on Perplexity, ChatGPT, Claude)
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Dock for SEO: technical SEO ops with dual-keyed publish for sitewide changes
Dock for design
Briefs, component libraries, brand-asset production, handoff, accessibility — agent work designers actually trust.
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Dock for Design: a workspace where briefs, reviews, and agent-drafted variations actually persist
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Dock + Figma: design ops your agents can act on, with attributed reviews and component decisions
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Dock + Adobe Creative Cloud: brand asset workflows with attributed agent edits
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Dock + Sketch: design workspaces with attributed agent edits for Mac-first teams
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Dock + Webflow: publishing workspaces with dual-keyed handshakes for sitewide changes
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Dock + Framer: web design workspaces with attributed agent variations
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Dock for Design: brief and review tables your agents can fill in and your editors trust
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Dock for Design: component library maintenance with attributed agent variations
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Dock for Design: brand asset production at scale with attributed agent edits
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Dock for Design: design-to-engineering handoff with attributed agent specs
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Dock for Design: accessibility review workspaces with attributed agent audits
Hiring with AI
JDs, sourcing, screening, scheduling, prep — the workflows that hold up after the recruiter reviews.
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How to do hiring with AI in 2026
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AI-driven recruiting in Greenhouse: practical workflows for 2026 hiring teams
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AI recruiting with Workday: enterprise hiring workflows that survive review
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AI recruiting with Lever: workflows for talent teams that move fast
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AI recruiting in Ashby: data-driven hiring workflows for startups
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AI candidate sourcing with Gem: outbound workflows that don't lose context
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How to write JDs with AI in 2026: the workflow that survives recruiter review
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AI candidate sourcing in 2026: workflows that compound across roles
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AI candidate screening in 2026: workflows that hiring managers actually trust
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AI interview scheduling in 2026: workflows that don't embarrass the team
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AI interview prep in 2026: workflows that give interviewers actual leverage
Customer support with AI
Triage, macros, escalation, CSAT, voice-matched drafting — the workflows that don't drop the angry customer.
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How to run customer support with AI in 2026
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AI customer support in Zendesk: workflows that survive a real ticket queue
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AI customer support in Intercom: workflows for conversational helpdesks
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AI customer support in Freshdesk: workflows for cost-conscious teams
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AI customer support in Help Scout: workflows for small-team helpdesks
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AI customer support in Gorgias: workflows for ecommerce helpdesks
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AI ticket triage in 2026: the workflow that handles real queue pressure
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AI macro generation for support: workflows that don't produce robotic replies
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AI escalation routing for support: workflows that don't drop the angry customer
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AI CSAT analysis: workflows that turn open-ended feedback into action
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AI response drafting for support: workflows that match agent voice
Sales prospecting with AI
List building, sequencing, ICP scoring, meeting prep, CRM hygiene — outbound that actually compounds.
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AI sales prospecting that actually compounds
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AI prospecting with Apollo: workflows that don't burn deliverability
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AI prospecting with Outreach: workflows that survive enterprise SDR ops
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AI prospecting in Salesforce: workflows that don't pollute the CRM
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AI prospecting in HubSpot: workflows for mid-market sales teams
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AI enrichment with Clay: workflows that fill the pipeline without polluting it
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AI list building in 2026: workflows that surface real prospects, not just contacts
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AI email sequencing in 2026: workflows that survive deliverability and personalization
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AI ICP scoring in 2026: workflows that actually move pipeline
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AI meeting prep in 2026: workflows that give AEs real leverage on the call
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AI CRM cleanup in 2026: workflows that don't make pipeline review a nightmare
Legal review with AI
Redlining, NDA review, clause libraries, risk scoring, approval routing — agent legal work that holds up under audit.
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How to do legal review with AI in 2026
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AI contract review with Ironclad: workflows that survive a real legal queue
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AI contract review with DocuSign CLM: workflows for sign-first teams
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AI contract redlining with Spellbook: workflows in Microsoft Word that survive review
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AI legal research with Harvey: workflows for firms and in-house teams
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AI contract intelligence with Evisort: workflows for legal teams that need search across the entire repo
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AI contract redlining in 2026: workflows that hold up in a real negotiation
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AI NDA review in 2026: workflows that don't block the sales cycle
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AI clause library maintenance in 2026: workflows that keep the playbook alive
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AI contract risk scoring in 2026: workflows the GC and the auditors trust
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AI contract approval routing in 2026: workflows that don't become bottlenecks
Dock for compliance
SOC 2, ISO 27001, policy management, risk assessment, audit evidence — agent compliance work the auditor can trust.
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Dock for Compliance: a workspace where every regulatory check, the agent's reading of it, and the human sign-off all live together
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Dock + ServiceNow GRC: agent-driven control evidence with attributed reviewer sign-off
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Dock + Vanta: SOC 2 control evidence and agent reading of policies, attributed
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Dock + Drata: multi-framework compliance with agent-drafted gap analysis
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Dock + OneTrust: privacy program with agent-drafted DPIA and attributed approval
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Dock + AuditBoard: internal-audit workflows with agent-drafted findings
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Dock for compliance: SOC 2 readiness workflow with attributed control evidence
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Dock for compliance: ISO 27001 control mapping with agent-drafted SoA
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Dock for compliance: policy review and agent-drafted updates with named approver
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Dock for compliance: risk assessment with agent-drafted threat models
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Dock for compliance: audit-evidence collection with named auditor sign-off
Dock for IT operations
Incident response, change management, asset tracking, vendor SLAs, knowledge base — IT ops with audit trails.
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Dock for IT Operations: a workspace where agent-driven runbooks, incident triage, and change control all attribute back to a human
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Dock + ServiceNow ITSM: ticket triage and runbook drafting with attribution
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Dock + PagerDuty: incident response with agent-drafted timeline and post-mortem
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Dock + Jira Service Management: agent-drafted change requests with dual-keyed approval
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Dock + Confluence: agent-drafted runbook updates with attributed review
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Dock + Datadog: agent-interpreted observability findings with named owner
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Dock for IT ops: incident-response workflow with attributed timeline
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Dock for IT ops: change-management workflow with dual-keyed approval
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Dock for IT ops: asset-management workflow with agent-drafted reconciliation
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Dock for IT ops: vendor and contract management with agent-drafted SLA tracking
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Dock for IT ops: knowledge-base maintenance with agent-drafted articles
Dock for people ops
Policy drafting, performance reviews, comp planning, employee research, org design — people ops with named reviewer chains.
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Dock for People Ops: a workspace where agent-drafted policies, employee research, and review cycles persist with attribution
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Dock + Workday: agent-drafted policy updates with attributed HR review
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Dock + Lattice: performance-review prep with agent-drafted briefs
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Dock + Culture Amp: engagement-survey synthesis with attributed action plan
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Dock + BambooHR: small-team HR workflows with attributed reviewer
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Dock + Gusto: agent-assisted payroll review with named approver
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Dock for people ops: policy drafting workflow with attributed approval
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Dock for people ops: performance-management workflow with named reviewer
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Dock for people ops: compensation planning with attributed calibration
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Dock for people ops: employee research with agent-drafted synthesis
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Dock for people ops: org design with agent-drafted reorganization rationale
Dock for procurement
Vendor diligence, contract redlining, approval cascades, spend analysis, supplier onboarding — procurement with attribution.
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Dock for Procurement: a workspace where vendor research, contract terms, and approval cascades have attribution
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Dock + Coupa: agent-drafted vendor diligence with attributed approval cascade
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Dock + SAP Ariba: enterprise sourcing with agent-drafted RFP analysis
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Dock + Ironclad: contract redlining for procurement with attributed sign-off
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Dock + NetSuite: procurement workflows with agent-drafted PO matching
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Dock + Workday Strategic Sourcing: agent-drafted sourcing analysis
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Dock for procurement: vendor diligence with agent-drafted risk brief
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Dock for procurement: contract-redlining workflow with attributed sign-off
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Dock for procurement: approval cascades with dual-keyed gate
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Dock for procurement: spend analysis with agent-drafted savings opportunities
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Dock for procurement: supplier onboarding with attributed compliance check
Dock for healthcare ops
Prior authorization, clinical documentation, throughput, quality reporting, HIPAA access — agent work that holds under audit.
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Dock for healthcare operations: a workspace where clinical-workflow agents, patient-safety review, and audit trails persist
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Dock + Epic: HIPAA-safe chart workflows with agent-drafted notes
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Dock + Oracle Health: enterprise EHR workflows with attributed clinician review
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Dock + athenahealth: practice-management workflows with attributed claim review
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Dock + Olive AI: revenue-cycle workflows with attributed denial appeals
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Dock + Notable: clinical-AI workflows with attributed clinician check
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Dock for healthcare ops: prior-authorization workflow with attributed denial appeals
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Dock for healthcare ops: clinical-documentation workflow with named clinician sign-off
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Dock for healthcare ops: patient-throughput analysis with attributed operations action
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Dock for healthcare ops: quality reporting with attributed measure attestation
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Dock for healthcare ops: HIPAA access-review workflow with named reviewer
Dock for DevOps
Deploy gating, incident response, runbook maintenance, SLO tracking, FinOps — DevOps work with attribution.
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Dock for DevOps: a workspace where deploy decisions, on-call runbooks, and post-mortems have attribution
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Dock + GitHub Actions: agent-drafted deploy gates with attributed engineer approval
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Dock + ArgoCD: GitOps deployments with agent-drafted sync rationale
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Dock + Datadog: deploy monitoring with agent-drafted regression report
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Dock + PagerDuty: on-call runbooks with attributed engineer review
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Dock + Terraform Cloud: infrastructure changes with dual-keyed approval
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Dock for DevOps: deploy-gating workflow with attributed roll-forward decision
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Dock for DevOps: incident-response workflow with attributed post-mortem
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Dock for DevOps: runbook maintenance with agent-drafted updates
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Dock for DevOps: SLI/SLO tracking with agent-drafted error-budget reports
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Dock for DevOps: cloud cost optimization with attributed engineering trade-off
Dock for data analytics
Metric definitions, data quality, dashboard review, experimentation, pipeline monitoring — analytics with semantic owners.
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Dock for data analytics: a workspace where agent-built dashboards, query reviews, and metric definitions persist
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Dock + Snowflake: agent-drafted query reviews with named analyst approver
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Dock + dbt Cloud: agent-drafted model changes with attributed peer review
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Dock + Looker: agent-drafted dashboard reviews with attributed business owner
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Dock + Hex: agent-drafted notebook analysis with named reviewer
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Dock + Mode: agent-drafted ad-hoc analyses with attributed audit trail
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Dock for data analytics: metric definition workflow with attributed semantic owner
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Dock for data analytics: data-quality workflow with attributed incident response
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Dock for data analytics: dashboard review workflow with attributed business owner
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Dock for data analytics: A/B experiment review with attributed analyst
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Dock for data analytics: pipeline monitoring with attributed engineering on-call
Dock for security ops
Alert triage, IR timelines, threat hunting, vulnerability management, access reviews — SOC work with named attestation.
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Dock for security operations: a workspace where threat triage, incident response, and SOC2 control evidence all attribute
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Dock + Splunk: agent-drafted alert triage with attributed analyst review
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Dock + CrowdStrike Falcon: endpoint detection with agent-drafted containment
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Dock + Datadog Security: agent-drafted security finding with attributed analyst
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Dock + Vanta: security control evidence with agent-drafted gap remediation
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Dock + Drata: multi-framework security with agent-drafted attestation packet
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Dock for SecOps: alert-triage workflow with attributed analyst escalation
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Dock for SecOps: incident-response workflow with attributed timeline
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Dock for SecOps: threat-hunting workflow with agent-drafted hypothesis
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Dock for SecOps: vulnerability-management workflow with attributed remediation
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Dock for SecOps: access-review workflow with named reviewer attestation
Dock for project management
Status synthesis, risk logs, stakeholder updates, resource plans, retros — PM work with attributed narrative owners.
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Dock for project management: a workspace where agent-drafted plans, status updates, and risk logs persist with attribution
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Dock + Asana: agent-drafted status updates with attributed PM review
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Dock + Linear: agent-drafted sprint retros with attributed engineering lead
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Dock + Jira: agent-drafted risk logs with attributed PM review
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Dock + Monday.com: agent-drafted resource plans with attributed PMO sign-off
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Dock + ClickUp: agent-drafted project briefs with attributed stakeholder review
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Dock for PM: status-synthesis workflow with attributed PMO sign-off
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Dock for PM: risk-management workflow with named PM reviewer
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Dock for PM: stakeholder-update workflow with attributed narrative owner
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Dock for PM: resource-planning workflow with attributed capacity check
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Dock for PM: retrospectives workflow with attributed action-owner
Dock for marketing
Briefs, copy review, attribution, content calendars, event programs — marketing with brand and legal sign-off.
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Dock for marketing: a workspace where campaign briefs, agent-drafted copy, and reviewer approvals persist
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Dock + HubSpot Marketing Hub: agent-drafted campaign briefs with attributed brand sign-off
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Dock + Marketo: enterprise nurture programs with attributed reviewer chain
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Dock + Salesforce Marketing Cloud: agent-drafted journeys with attributed compliance check
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Dock + Mailchimp: small-team email marketing with attributed editor review
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Dock + Iterable: cross-channel lifecycle with attributed lifecycle owner
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Dock for marketing: campaign-brief workflow with attributed brand and legal review
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Dock for marketing: copy review workflow with attributed brand voice owner
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Dock for marketing: multi-touch attribution with attributed analyst review
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Dock for marketing: content calendar workflow with attributed editorial approver
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Dock for marketing: event-management workflow with attributed promoter sign-off
Dock for customer support
Ticket routing, customer onboarding, feedback synthesis, knowledge management, escalation policy — CX with audit trails.
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Dock for customer support: a workspace where agent triage, response drafting, and the human escalation log all attribute
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Dock + Zendesk: agent-drafted ticket triage with attributed analyst review
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Dock + Intercom: agent-drafted conversation routing with attributed conversation owner
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Dock + Freshdesk: agent-drafted SLA tracking with attributed support-ops approver
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Dock + Help Scout: small-team support workflows with attributed editor review
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Dock + Gorgias: ecommerce support workflows with attributed merchandising sign-off
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Dock for CS: ticket-routing workflow with attributed support-team owner
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Dock for CS: customer-onboarding workflow with attributed CSM hand-off
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Dock for CS: customer-feedback synthesis with attributed product owner
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Dock for CS: knowledge management workflow with attributed editor review
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Dock for CS: escalation-policy workflow with attributed VP-CX approver
Dock for founders
Board decks, investor updates, roadmap memos, hiring pitches, customer research — founder ops with continuity.
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Dock for founders: a workspace where agent-drafted board materials, investor updates, and roadmap context persist
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Dock + Notion: agent-drafted founder docs with attributed co-founder review
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Dock + Pitch: agent-drafted pitch decks with attributed founder review
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Dock + Google Workspace: founder docs with attributed exec review
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Dock + Linear: founder-track roadmap with attributed eng-lead review
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Dock + Carta: cap-table and founder-equity workflows with attributed CFO review
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Dock for founders: board-deck prep workflow with attributed co-founder review
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Dock for founders: investor-update workflow with attributed exec sign-off
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Dock for founders: roadmap-memo workflow with attributed CTO and product review
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Dock for founders: candidate-pitch workflow with attributed founder and hiring-manager review
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Dock for founders: customer-research workflow with attributed founder synthesis
Dock for consulting + agencies
Deliverables, client research, meeting prep, proposals, knowledge management — service-firm work with attribution.
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Dock for consulting and agencies: a workspace where client deliverables, agent-drafted analyses, and reviewer attribution persist
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Dock + Notion: agency deliverables with attributed partner review
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Dock + Asana: agency project workflows with attributed account lead
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Dock + Google Workspace: consulting deliverables with attributed reviewer chain
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Dock + Harvest: time-tracking and project profitability with attributed PM sign-off
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Dock + Slack: client-channel workflows with attributed account-lead review
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Dock for consulting: deliverable-drafting workflow with attributed partner review
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Dock for consulting: client-research workflow with attributed analyst review
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Dock for consulting: client meeting-prep workflow with attributed account team
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Dock for consulting: proposal-writing workflow with attributed sales-lead review
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Dock for consulting: knowledge-management workflow with attributed senior-consultant review
Dock for investors
Deal memos, portfolio monitoring, LP updates, market mapping, diligence tracking — investor ops with partner attribution.
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Dock for investors: a workspace where deal memos, portfolio-monitoring agents, and LP-update threads attribute
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Dock + Affinity: deal CRM with agent-drafted relationship intel and attributed reviewer
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Dock + Carta: portfolio data with agent-drafted monitoring brief and named partner
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Dock + Notion: deal memos with attributed associate and partner review
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Dock + PitchBook: market research with agent-drafted comp set and attributed analyst
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Dock + AngelList: syndicate deal flow with attributed lead-investor review
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Dock for investors: deal-memo workflow with attributed partner approval
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Dock for investors: portfolio-monitoring workflow with attributed partner sign-off
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Dock for investors: LP-update workflow with attributed managing-partner sign-off
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Dock for investors: market-mapping workflow with attributed thesis owner
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Dock for investors: due-diligence tracking workflow with attributed partner approval
Dock for real estate
Deal pipeline, offer drafting, inspection notes, tenant screening, portfolio reporting — real-estate ops with broker sign-off.
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Dock for real estate: a workspace where deal pipeline, agent-drafted offers, and inspection notes all attribute
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Dock + CoStar: commercial property research with attributed broker review
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Dock + MLS: residential listings with attributed listing-agent review
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Dock + BoldTrail: lead nurture and offer drafting with attributed agent
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Dock + Real Geeks: lead-management workflows with attributed broker review
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Dock + Salesforce Real Estate Cloud: brokerage workflows with attributed sales-lead review
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Dock for real estate: deal-pipeline workflow with attributed broker sign-off
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Dock for real estate: offer-drafting workflow with attributed broker review
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Dock for real estate: inspection-notes workflow with attributed inspector sign-off
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Dock for real estate: tenant-screening workflow with attributed property-manager approval
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Dock for real estate: portfolio-reporting workflow with attributed asset-manager review
Dock for education
Lesson plans, assessment design, grading rationale, curriculum, student feedback — education ops with instructor sign-off.
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Dock for education: a workspace where lesson plans, agent-drafted assessments, and grading-rationale persist
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Dock + Canvas LMS: lesson plans and grading rationale with attributed instructor sign-off
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Dock + Google Classroom: K-12 lesson plans and feedback with attributed teacher review
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Dock + Schoology: assignment workflows with attributed instructor review
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Dock + PowerSchool: student-information workflows with attributed school-admin review
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Dock + Blackboard: higher-ed course design with attributed faculty review
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Dock for education: lesson-plan workflow with attributed instructor review
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Dock for education: assessment-design workflow with attributed instructor sign-off
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Dock for education: grading-rationale workflow with attributed instructor attestation
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Dock for education: curriculum-development workflow with attributed curriculum-committee review
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Dock for education: student-feedback workflow with attributed instructor synthesis
Where to start
Bundles for a specific kind of operator. Each one is a short path to ground.
For startup teams
Set up Dock + your agents in a week. The essays in order.
For solo builders
One agent, one workspace, one workflow. The minimal stack.
For engineers
The architecture, the trade-offs, the receipts.
For product leaders
What changes when your team has agents.
AI agents 101
In 6 essays, you understand what an agent is and where this is going.
Agent identity, end to end
Everything we know about giving agents their own identity, in reading order: the model, the migration off service accounts, scopes, and safe operation.
Behind the build
Process, mistakes, deploys. The scrappy six-week founder log.
New this week
Whatever shipped in the last 7 days.
For people ops
From JD to offer letter with agents in the loop — and a recruiter still signing off.
For finance + accounting
Month-end, AP, AR, audit packet — agent output your ledger and auditor can trust.
For support leaders
Triage, macros, escalation, CSAT — the workflows that survive a real queue.
For RevOps + GTM
Outbound that compounds, pipeline review that survives the QBR.
For legal teams
Redlines, NDA triage, clause libraries, approval routing — agent work that holds up under audit.
Safety + dangerous ops
Consent gates, two-key handshakes, the contract for any irreversible call.
Dock for company operations
Dual-keyed audit, scoped credentials, dangerous-ops gates applied to the operational verticals.
Dock for building
How Cloud 2.0 lands on eng and product workflows, with the substrate that fits.
Dock for go-to-market
Pipeline as shared table, account briefs as shared docs, research synthesis with attributed agent work.