✗New devs ask the same questions that have been answered in AI conversations before
✗Tribal knowledge stays in senior devs' heads - hard to transfer
✗AI suggestions don't follow team patterns until devs learn them manually
✗Productive contribution takes weeks or months
Create a starter context package with project architecture, patterns, and standards. New devs inject it immediately.
With shared context, new dev's AI suggestions match team standards. Code reviews are smoother from the start.
New devs can search team context for answers before asking. Self-serve onboarding at its best.
As team context updates, new devs get the latest. No stale documentation problem.
2 weeks
Onboarding Saved
Context injection vs. manual learning
50%
Fewer Questions
Self-serve from shared knowledge
Day 1
Productive Contribution
AI matches team patterns immediately
Share project context with your engineering team. Everyone injects the same context into their AI assistants. Boost LLM output quality across your entire team.
Transform AI conversations into a searchable team knowledge base. Capture insights, decisions, and learnings. Make them accessible to your entire team.