Every developer builds a super-harness. Nobody shares it. When they leave — your competitive advantage leaves with them.
Your best developer spent 6 months perfecting prompts, workflows, and automations. It's on their machine. Nobody else knows it exists.
Another developer solves the same problem from scratch. Third one too. Same company, same stack, zero sharing.
Developer quits. Takes their entire setup: custom prompts, automations, project context, client knowledge. All in their head and personal accounts.
New hire starts from zero. Three months to reach the same productivity. Company pays for the training twice.
Every developer's local harness is automatically captured, measured, and shared. No manual documentation. No "I'll write it up later."
Track which setups actually work: faster commits, fewer bugs, shorter PR cycles. Data-driven decisions, not gut feeling.
Best practices spread automatically. When one developer finds a breakthrough, entire team gets it next day.
Simbiot detects what each developer built on top of company baseline: custom prompts, automations, workflows, integrations. No manual input needed.
Track metrics that matter: commits per day, PR acceptance rate, bug reduction, time to deploy. See which setup actually makes developers faster.
Top performers by measurable impact get recognized. Not "who talks the most in meetings" — who actually builds things that make everyone faster.
When a setup proves effective, Simbiot suggests it to the whole team. Opt-in adoption, A/B tested, no forced changes.
Custom prompts, automations, integrations on top of company baseline
Commits, PR velocity, bug rate, deploy frequency
Data-driven ranking by actual impact, not self-reported
Proven practices auto-propagate. Everyone gets faster.
Every day you wait, another developer builds something great — that only they know about. When they leave, it's gone forever.
One subscription. Whole team. Unlimited API. Your IP stays forever.