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Add security considerations to API design expectations for Data Engineer
API design expectations should include auth patterns, rate limiting, and input validation at senior level. Security can't be an afterthought.
Propose new role: FinOps Engineer
Cloud cost optimization specialist: reserved instances, spot strategies, cost allocation, budget alerts, architecture optimization for cost. A rapidly...
Make testing expectations more specific for Game Server Developer
"Write tests" is too vague. Propose: unit tests (junior), integration tests (middle), e2e + performance tests (senior), test strategy & architecture (...
Merge redundant JavaScript framework skills
We have too many overlapping JS framework skills. Propose consolidating into fewer, more meaningful skill categories while keeping framework-specific ...
Add WebAssembly (Wasm) to Performance domain
WebAssembly is now used not just in browsers but in edge computing, serverless, and plugin systems. It needs dedicated skill expectations separate fro...
Add documentation expectations for Backend Developer (Go)
Good documentation is a skill. Propose explicit expectations: ADRs at senior, API docs at middle, README standards at junior for Backend Developer (Go...
Add mentoring expectations for IoT Engineer senior+
Mentoring junior team members should be an explicit expectation starting at senior level for IoT Engineer. Currently only mentioned vaguely in lead ex...
Simplify CI/CD expectations for Desktop Developer (Qt/C++) middle
The CI/CD skill description for middle Desktop Developer (Qt/C++) reads like a senior requirement. Propose splitting into clearer progression: middle ...
Update cloud skills to reflect multi-cloud reality
Current cloud skills are too AWS-centric. Propose adding cloud-agnostic skill descriptions with provider-specific evidence examples.
Introduce skill versioning / changelog
When a skill description or expectation changes, we should track the history. Propose adding a changelog view per skill showing what changed and when.
Update SQL expectations to include modern features for React Native Developer
SQL expectations should cover CTEs, window functions, and JSON operations for middle level. Current description only mentions basic CRUD.
Add Terraform CDK as skill variant
Terraform CDK allows writing IaC in TypeScript/Python instead of HCL. It is different enough from vanilla Terraform to warrant separate expectations, ...
Add Accessibility (a11y) testing skill for Backend Developer (PHP)
Accessibility should be a first-class concern for Backend Developer (PHP). WCAG compliance, screen reader testing, and keyboard navigation need formal...
Update monitoring expectations to include SLOs for Platform Engineer
Senior Platform Engineer should understand SLIs/SLOs/SLAs and error budgets. Current monitoring expectations only cover basic alerting.
Revise code review expectations for Backend Developer (Go) lead level
Lead-level code review should focus on architectural decisions, team mentoring during reviews, and establishing review standards — not just finding bu...
Propose new role: Observability Engineer
Dedicated role for distributed tracing, metrics pipelines, log aggregation, SLO-based alerting. Goes beyond basic monitoring — requires deep understan...
Add Edge Computing skill to Cloud domain
Edge computing (Cloudflare Workers, Vercel Edge, Deno Deploy) is a growing paradigm. Propose adding with Awareness for all cloud roles, Working for pl...
Add peer review workflow for proposals
Current merge process relies on moderators. Propose adding peer review requirement: at least 2 domain experts should approve before merge.
Propose new role: API Product Manager
Combines product management with deep API design knowledge. Developer experience, API monetization, versioning strategy, documentation quality. Differ...
Add GraphQL Federation skill
GraphQL Federation (Apollo Federation, Schema Stitching) is distinct from basic GraphQL. Large organizations need architects who understand federated ...
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