Knowledge Management for Dev Teams: Stop Losing Context
Why dev teams lose critical knowledge and how to build a system that keeps documentation alive, searchable, and connected to your workflow.
Mar 10, 20265 min read
Every team has repetitive workflows that eat into productive time. Moving cards when a PR is merged, notifying stakeholders when a document is approved, updating priorities when a deadline shifts. Stellary automations handle all of this for you.
How Automations Work
Automations in Stellary follow a simple trigger-action model:
- Trigger — an event that starts the automation (card moved, document approved, deadline reached)
- Conditions — optional filters that narrow when the automation fires
- Actions — what happens when the trigger fires and conditions are met
Common Automation Recipes
Auto-assign Reviewers
When a card moves to the "Review" column, automatically assign the relevant reviewer based on the card's labels.
Deadline Alerts
Send a notification to the project channel 48 hours before any card's due date. No more last-minute scrambles.
Document Review Workflow
When a document is published, automatically create a review task and assign it to the document's stakeholders.
Sprint Cleanup
At the end of each sprint, automatically move incomplete cards to the next sprint and generate a summary of what was accomplished.
AI Agent Triggers
When specific conditions are met (velocity drops below threshold, blockers accumulate), automatically trigger an AI agent to analyze the situation and propose corrective actions.
Building Your First Automation
Let's walk through creating a simple automation: notifying your team when a high-priority card is blocked.
- Go to your project settings and open the Automations tab
- Click "New Automation"
- Set the trigger to "Card status changed to Blocked"
- Add a condition: "Card priority is High or Critical"
- Set the action to "Send notification to project channel"
That's it. From now on, your team will know immediately when something important is stuck.
Advanced Patterns
Chained Automations
You can chain automations together. When automation A fires, it can modify a card in a way that triggers automation B. This lets you build complex workflows from simple building blocks.
Conditional Branching
Use conditions to create different paths. For example: when a card is completed, if it has the "feature" label, update the roadmap document; if it has the "bug" label, close the related issue.
AI-Powered Automations
The most powerful automations combine triggers with AI agents. Instead of predefined actions, the AI analyzes the situation and proposes context-aware responses.
Measuring Impact
After setting up automations, track their impact:
- How many times each automation has fired
- Time saved per automation (estimated)
- Error rate and false positives
Stellary's automation traces give you full visibility into what happened, when, and why.
Start Small, Scale Up
Don't try to automate everything at once. Start with one or two automations that address your biggest pain points, measure the results, and expand from there. The best automations are the ones your team doesn't even think about — they just work.