Map
Chart the territory. Define your engineering skills, behaviours, and career levels in plain YAML — the single source of truth.
Pathway
Navigate the trail. Browse career paths, generate agent teams, and build progression plans — in the browser or from the CLI.
Guide
Find your bearing. An AI agent that understands your engineering framework — onboarding, career advice, and growth guidance.
Landmark
Check the cairn. See your own growth reflected in your work — and help your organization improve the systems that support it.
Basecamp
Set up camp. A personal knowledge system with scheduled AI tasks that keeps you briefed, organized, and field-ready.
Summit
Reach the peak. See your team's collective capability — coverage, risks, and what-if scenarios — so leaders can build teams that succeed.
One Source of Truth
Skills, behaviours, and levels defined once in YAML — used everywhere, by humans and machines alike.
Human + Machine
Career frameworks and AI agent profiles derived from the same foundation. Co-located in the same files.
Data-Driven
Plain YAML files. No vendor lock-in. Your data, your way. Different installations use the same model.
Ready to Deploy
Works at the command line, in VS Code, and on the web — meeting engineers where they already work.
"The aim of leadership should be to improve the performance of man and machine, to improve quality, to increase output, and simultaneously to bring pride of workmanship to people."
— W. Edwards Deming
Forward Impact Team puts this into practice. Organizations define what great engineering looks like — skills, behaviours, and career levels — in a shared framework. Engineers gain clear expectations, career paths, AI assistance, and knowledge systems matched to their standards. When the path forward is clear, engineers deliver with confidence and pride.
Get Started
For organizations
Define and publish an engineering career framework for your team:
npx fit-pathway build --url=https://pathway.myorg.com
For engineers
Install the CLI and explore what's available:
npx fit-pathway skill --list # Browse all skills
npx fit-pathway job se L3 # Generate a job definition
npx fit-pathway agent se --track=dx # Generate agent profiles
For personal productivity
Set up Basecamp and let scheduled AI tasks keep you organized:
npx fit-basecamp --init ~/Documents/Team
npx fit-basecamp --daemon