[!] TOPIC ARCHIVE // #WORKFLOWS
#Workflows
All 7 guides, operator dossiers, and signals tagged with #Workflows.
workflow files are the new UI for agents
prompts still matter, but the real jump in agent quality is coming from boring files: specs, plans, approvals, tests, memory, and status.
when your agent lies by omission: the silent fake success problem
agents optimize for 'looks done' over 'actually works' — and it's costing more debugging time than actual bugs
agent maturity is diagnostic, not aspirational
the 5 levels framework reveals why most AI productivity advice fails: you don't graduate levels, you hit ceilings that force upgrades. here's how to know which wall you just hit.
composable workflows: lego blocks for ai tasks
the promise: small, reusable AI components that snap together into complex workflows. the reality: brittle, hard to debug, and full of edge cases.
cognitive debt: the hidden cost of AI velocity
technical debt is code you can't maintain. cognitive debt is decisions you can't remember making. your AI agent ships fast — but are you taking out a loan you can't pay back?
claude code for project management: when your AI understands your backlog better than you do
using MCP integrations to make Linear and Jira actually useful instead of just mandatory
best skills for productivity with claude code
the skills that actually matter when you're trying to get shit done with an AI assistant