# Engineering Use Cases — Agentican

## 10 workflows your engineering team can delegate today.

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### 1. Code review and architecture feedback

Review code quality, security, architecture and test coverage in parallel, then compile and deliver.

![Code review and architecture feedback](diagrams/engineering-uc01.svg)

**Key pattern:** 4 parallel → compile → deliver. Code quality, security, architecture and testing reviewed simultaneously.

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### 2. Incident postmortem and action item tracking

Build timeline, conduct root cause analysis and assess customer impact in parallel, synthesize, approve and deliver.

![Incident postmortem and action item tracking](diagrams/engineering-uc02.svg)

**Key pattern:** 3 parallel → synthesize → approve → deliver. The postmortem is assembled while details are still fresh.

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### 3. Technical documentation audit and update

Audit general docs, API docs and operational docs in parallel, produce updates, approve and publish.

![Technical documentation audit and update](diagrams/engineering-uc03.svg)

**Key pattern:** 3 parallel → update → approve → publish. General, API and operational docs audited simultaneously.

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### 4. Sprint planning and capacity report

Pull prioritized backlog, identify dependencies and review technical readiness in parallel, compile and deliver.

![Sprint planning and capacity report](diagrams/engineering-uc04.svg)

**Key pattern:** Pull backlog → 2 parallel → compile → deliver. The planning meeting starts with a brief, not a blank board.

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### 5. Security assessment and vulnerability report

Scan application, infrastructure and operational security in parallel, then compile and deliver.

![Security assessment and vulnerability report](diagrams/engineering-uc05.svg)

**Key pattern:** 3 parallel → compile → deliver. Application, infrastructure and operational security assessed simultaneously.

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### 6. New engineer onboarding kit

Prepare environment, architecture overview, documentation kit, testing guide and ramp plan in parallel, compile and deliver.

![New engineer onboarding kit](diagrams/engineering-uc06.svg)

**Key pattern:** 5 parallel → compile → deliver. Environment, architecture, docs, testing and the ramp plan assembled simultaneously.

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### 7. Tech debt assessment and prioritization

Catalog codebase debt, assess reliability impact, identify testing gaps and review dev experience in parallel, then compile.

![Tech debt assessment and prioritization](diagrams/engineering-uc07.svg)

**Key pattern:** 4 parallel → compile → deliver. Tech debt gets quantified by impact, not just listed as a wish list.

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### 8. Release notes and changelog generation

Generate developer changelog, user-facing release notes and internal summary in parallel, approve, then publish in parallel.

![Release notes and changelog generation](diagrams/engineering-uc08.svg)

**Key pattern:** 3 parallel → approve → 3 parallel publish. Three audience-specific versions drafted then published simultaneously.

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### 9. Performance profiling and optimization report

Profile server-side, client-side and data pipeline performance in parallel, then synthesize and deliver.

![Performance profiling and optimization report](diagrams/engineering-uc09.svg)

**Key pattern:** 3 parallel → synthesize → deliver. Backend, frontend and data pipeline performance profiled simultaneously.

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### 10. Engineering health and delivery report

Pull delivery metrics, reliability data, CI/CD health and team context in parallel, then compile and deliver.

![Engineering health and delivery report](diagrams/engineering-uc10.svg)

**Key pattern:** 4 parallel → compile → deliver. Delivery metrics, reliability, CI/CD health and team context pulled simultaneously.

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