Blog
AI project management, in practice.
Which project tools ship a first-party MCP server?
Having AI features is not the same as shipping an MCP server. Here is how to tell first-party from community-built from none, with an honest checklist.
Turn a request form into a triaged issue, with no human inbox
How to wire a public intake form to a tracked, classified issue: routing defaults, an issue.created automation, and an AI triage first pass.
What is agentic project management? A plain guide with an example
A copilot waits for your prompt. An agent acts on an event. Here is the perceive-plan-act-check loop explained, with one real end-to-end run inside Taskfolk.
Give your AI agent a knowledge base: your docs, not the internet
How to give an AI agent access to your company docs, so it grounds answers in your workspace instead of guessing, using RAG exposed through MCP.
Let AI write the weekly project digest
How to automate a weekly status report with AI that reads what actually moved and what stalled, instead of a dumb scheduled dump of ticket counts.
Auto-triage new issues with AI: assign, label and prioritize
How to set up AI issue triage automation that classifies severity, labels, and routes new bugs and requests, with an honest line on what to let AI decide.
