# The traditional corporate wiki is officially dead 🪦 Teams are now shifting t...
Canonical: https://social-archive.org/yena/E4lb5LSlCF
Original URL: https://x.com/femke_plantinga/status/2071909327808483360
Author: Femke Plantinga
Platform: x
## Content
The traditional corporate wiki is officially dead 🪦 Teams are now shifting to agentic (self-updating) knowledge bases. Simply put: data doesn't just sit there, but actively maintains itself. So many companies waste months fine-tuning AI agents. Then they wonder why the AI hallucinates out-of-date pricing. The problem is not the LLM. The problem is your stale documentation. If humans can't find current info, your AI can't either. And no, the solution is not a better "chatbot". It’s a closed-loop context pipeline. Here is The Self-Improving Knowledge Loop we’re looking at: • Auto-Ingest: Pulling fresh updates from Slack, Jira, and GitHub, etc. • Detect Drift: Finding exactly where documentation and reality split. • Propose Fix: AI drafts the change, but never auto-publishes. • Human Approves: The team retains absolute control over the source of truth. • Ship + Re-Verify: The cycle resets automatically on a scheduled cadence. This changes documentation from a heavy project to a 10-minute queue. What is the biggest bottleneck in your team's internal knowledge right now? Is it ingestion or human review? 👀 Read more about this loop: https://slite.com/learn/self-maintaining-knowledge-base-guide?utm_source=linkedin&utm_medium=fp_creator&utm_campaign=slite_agent&utm_content=id_004704