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Automation

Practical AI automation guides for workflows, operations, repeatable processes, human review, and everyday business efficiency.

Agent-First Workflows: What Enterprises Should Learn from Google I/O 2026

11/06/2026 by 3rk
Agent-First Workflows: What Enterprises Should Learn from Google I/O 2026 featured image

What prompt-to-production means for agent-first enterprise workflows, and what Google I/O 2026 signals about deployment, control, and human review.

Categories Automation Tags Agent-first Workflows, AI Agents, Enterprise AI, Google Cloud, Google I/O 2026

Codex Plugins Explained: Workflows, App Access, and Admin Controls

07/06/2026 by 3rk
Codex Plugins Explained: Workflows, App Access, and Admin Controls featured image

Learn how Codex plugins work, how role-specific workflows depend on apps and admin controls, and what teams should review before rollout.

Categories Automation Tags Admin Controls, AI Governance, OpenAI, OpenAI Codex, Plugins

Claude Code Team Rollout Checklist: Access, Review Gates, and Repo Safety

06/06/2026 by 3rk
Claude Code Team Rollout Checklist: Access, Review Gates, and Repo Safety featured image

A practical checklist for rolling out Claude Code across a team, including permissions, repo rules, review gates, PR workflows, and training.

Categories Automation Tags AI Governance, Claude Code, Developer Workflow, Repo Safety, Team Rollout

Claude Code Review Workflow: When to Let It Edit and When to Stop

06/06/2026 by 3rk
Claude Code Review Workflow: When to Let It Edit and When to Stop featured image

Learn how to use Claude Code review workflows safely, including /code-review, @claude review, REVIEW.md, and when human reviewers should take over.

Categories Automation Tags AI Workflow, Claude Code, Code Review, GitHub Review, REVIEW.md

How to Choose Between Claude Chat, Cowork, and Code for Team Workflows

06/06/2026 by 3rk
How to Choose Between Claude Chat, Cowork, and Code for Team Workflows featured image

A team guide to choosing between Claude Chat, Cowork, and Code for shared workflows, approval boundaries, and operational ownership.

Categories Automation Tags Anthropic, Claude Chat, Claude Code, Claude Cowork, Team Workflows

Microsoft Copilot Cowork: What Business Teams Should Know About Skills, Plugins, and Mobile Delegation

06/06/2026 by 3rk
Microsoft Copilot Cowork: What Business Teams Should Know About Skills, Plugins, and Mobile Delegation featured image

Microsoft Copilot Cowork brings delegated workflows to business teams through Skills, plugins, mobile access, and Work IQ context. Here’s what to pilot carefully.

Categories Automation Tags AI Automation, Copilot Cowork, Microsoft 365, Mobile Workflows, Work IQ

AI Workflow Intake Template for Goals, Inputs, Risks, and Review Gates

31/05/2026 by 3rk
AI Workflow Intake Template for Goals, Inputs, Risks, and Review Gates featured image

Use this AI workflow intake template to define goals, inputs, outputs, risks, owners, and review gates before automating a process.

Categories Automation Tags AI Operations, AI Workflow Intake Template, Automation Planning, Inputs and Outputs, Review Gates

Approval Matrix Template: Define Reviewers, Approvers, and Sign-Off Rules

31/05/2026 by 3rk
Approval Matrix Template: Define Reviewers, Approvers, and Sign-Off Rules featured image

Use this approval matrix template to define who reviews work, who approves it, when sign-off is required, and what can move without delay.

Categories Automation Tags Approval Matrix Template, Approvals, Human Review, Review Roles, Workflow Governance

Human Review Matrix for AI-Assisted Content, Support, and Internal Ops

31/05/2026 by 3rk
Human Review Matrix for AI-Assisted Content, Support, and Internal Ops featured image

Use this practical human review matrix to decide when AI-assisted content, support, and internal operations need light checks, approval, or full human control.

Categories Automation Tags AI Governance, AI Operations, Human in the Loop, Human Review Matrix, Workflow Review

AI Prompt Review Checklist: Scope, Inputs, Constraints, and Human Approval

31/05/2026 by 3rk
AI Prompt Review Checklist: Scope, Inputs, Constraints, and Human Approval featured image

Use this practical AI prompt review checklist to check scope, inputs, constraints, output quality, failure cases, and human approval before reuse.

Categories Automation Tags AI Governance, AI Prompt Review, Automation Review, Human Approval, Prompt Checklist
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