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Backwards Compatibility Engineer — Backwards compatibility — breaking change detection, deprecation management, semver discipline
Contribute a discovery back to the upstream tonone repo — new skill, improved agent prompt, better routing rule. Use when you hit a gap, found a better pattern, or built something reusable that others would benefit from.
Content Designer — UX writing and content design — microcopy, error messages, onboarding, UI content strategy
Illustration & Icon Designer — Illustration and icon design — custom assets, icon systems, SVG optimization
Data Science Team bundle — 10 agents: Cast, Feat, Fit, Score, Drift, Vect, Tune, Plot, Clean, Eval
AI Operations Team — Deploy: Model serving, inference APIs, blue/green deploys, rollback, and canary releases for production ML.
Plan and execute canary releases for model updates — traffic splitting, rollback triggers, success metrics.
Audit current model deployment topology — serving config, latency profile, version inventory.
Design and configure model serving infrastructure — endpoint scaling, batching, GPU allocation.
Design Team bundle — 10 agents: Hue, Grid, Glyph, Move, Wire, Mark, Cut, Axe, Tone, Copy
Developer Experience Team bundle — 10 agents: Guide, Sample, Mock, Schema, Port, Change, Onboard, Bench, Compat, Gate
ML Monitoring Engineer — ML monitoring — data drift, concept drift, model degradation, production ML health
Infrastructure Specialist Team — Edge: Edge computing and CDN — global distribution, cache strategy, edge functions, latency optimization
AI Operations Team — Embed: Embedding model selection, vector pipeline design, similarity search, and production index management.