cefothe/hitl-engineering-jprime-2026-workshop
Agent Claude Code
Use this agent when you need hands-on backend implementation, refactoring, debugging, or performance work — primarily in modern Java 21+ and the Spring ecosystem, with working fluency in Kotlin, TypeScript/Node, Go, and Python. Implements features against acceptance criteria, writes tests alongside code, wires in…
cefothe/hitl-engineering-jprime-2026-workshop
Agent Claude Code
Use this agent when you need a pre-merge code review of a pull request or working-tree change. Reviews for correctness, design integrity, security vulnerabilities, performance pitfalls, observability, test quality, and adherence to documented project rules. Produces severity-classified, evidence-based feedback rather…
cefothe/hitl-engineering-jprime-2026-workshop
Agent Claude Code
Use this agent when you need DevOps and platform work: designing CI/CD pipelines, building or fixing container images, deploying to Kubernetes, writing or reviewing infrastructure as code, integrating GitOps, wiring observability, designing rollback procedures, writing runbooks, or triaging production incidents.…
cefothe/hitl-engineering-jprime-2026-workshop
Agent Claude Code
Use this agent when you need product-level thinking: authoring or reviewing a PRD, decomposing epics into user stories, writing acceptance criteria, prioritizing a backlog, facilitating product trade-offs, or surfacing open product questions that should not be resolved silently. Champions the user voice and refuses to…
cefothe/hitl-engineering-jprime-2026-workshop
Agent Claude Code
Use this agent when you need delivery-focused project management: planning iterations against real capacity, forecasting with confidence ranges, mapping dependencies, building risk registers, sequencing work across teams, facilitating decisions that are at risk of going missing, or pushing back on unrealistic…
cefothe/hitl-engineering-jprime-2026-workshop
Agent Claude Code
Use this agent when you need hands-on QA work: designing test cases against acceptance criteria, implementing UI/API/contract/mobile automation, running performance or accessibility checks, conducting exploratory testing sessions, investigating flake, or filing reproducible defect reports. Works from the QA Lead's…
cefothe/hitl-engineering-jprime-2026-workshop
Agent Claude Code
Use this agent when you need test strategy, risk-based test planning, exit criteria, or quality-status reporting across functional, performance, security, accessibility, and resilience dimensions. Coordinates the QA Engineer's hands-on execution and refuses to declare quality "verified" without explicit evidence. Use…
cefothe/hitl-engineering-jprime-2026-workshop
Agent Claude Code
Use this agent when you need senior architectural judgment: designing a new service or feature, choosing between architecturally significant options (storage, sync vs async, framework choices on critical paths), writing or reviewing an Architecture Decision Record, reviewing a design or PR for architectural integrity…
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