Flutter Best Practices
Practical guidance for structuring Flutter apps, choosing state management, handling async and navigation, improving performance, testing, and maintaining consistent style.
Data Science Patterns
Procedural patterns for scoping, exploring, modeling, evaluating, and communicating data science work with repeatable checklists and report outlines.
Staged Rollout Playbook
A safe rollout and rollback playbook for shipping changes behind flags, with ramp schedules, health metrics, alert thresholds, and a copy/paste release checklist.
Terraform Patterns
Practical, repeatable patterns for authoring and reviewing Terraform code: module design, state/backends, providers, naming/tagging, IAM boundaries, safe refactors, and plan/apply workflows. Focus on predictable diffs, least privilege, composable modules, environment separation, and operational safety.
Design Tokens Migration
A practical migration playbook to move from hardcoded UI values (colors/spacing/typography) to design tokens, with an inventory method, naming rules, rollout strategy, and copy/paste templates.
Incident Postmortem Facilitator
Facilitate a blameless incident postmortem with a structured timeline, contributing factors analysis, and action item rubric, producing a copy/paste postmortem document.
Data Retention Privacy Audit
A pragmatic workflow to map personal data, define retention/deletion rules, and implement a low-risk data cleanup plan, producing a copy/paste data map and retention schedule template.
Event Instrumentation Spec
Create an analytics event tracking spec that is consistent, privacy-aware, and testable, including event naming rules, required properties, QA steps, and a copy/paste tracking plan template.
Accessibility Audit
Procedural accessibility audit checklist and report template that maps findings to WCAG 2.1 principles, assigns severity, and suggests concrete remediations.
Audio Production
Assist with audio production tasks such as recording setup guidance, dialog cleanup plans, noise reduction strategy, EQ/dynamics suggestions, loudness targeting, editing workflows, and export/delivery settings for common platforms.