Aagmaaldev Review

Tests live in tests/ and use the built‑in AagmaalTest runner:

test "counter increments" 
    let c = Counter()
    c.increment()
    assert(c.count == 1)

Run them with:

aagmaaldev test

| Item | Convention | |------|-------------| | Branches | main (stable), dev (integration), feature branches: feat/<short‑desc>, bugfixes: bug/<short‑desc>, releases: release/vX.Y.Z | | Commits | Conventional Commits (feat:, fix:, chore:, refactor:) – enables automated changelog | | Docker Tags | registry.company.com/aagmaaldev:<git‑sha> + latest for dev | | Env Vars | Upper‑snake‑case, prefixed: AAGMAAL_DB_URL, AAGMAAL_REDIS_URL | | Tests | *_test.js,py,go for unit; integration tests under tests/integration/ with a *_it.js,py suffix | aagmaaldev

| Language | Command | |----------|---------| | Node | npm run dev (uses nodemon/tsx) | | Python | poetry run uvicorn src.main:app --reload | | Go | air (live reload) or go run ./cmd/server | | Java | ./mvnw spring-boot:run |

Open http://localhost:3000 (or the port you configured) – you should see the health endpoint (/healthz) returning OK. Tests live in tests/ and use the built‑in

| Item | Description | |------|-------------| | Name | AagmaalDev – a (placeholder) name for the product you are building. | | Goal | Deliver a scalable, maintainable, and well‑tested solution that solves X problem for Y users. | | Typical Stack | • Front‑end: React / Vue / Angular (or native mobile)
• Back‑end: Node.js (Express / Nest), Python (FastAPI / Django), Go, or Java (Spring)
• Database: PostgreSQL (primary) + Redis (caching)
• Infra: Docker + Kubernetes (or simple Docker‑Compose for local dev)
• CI/CD: GitHub Actions / GitLab CI / Azure Pipelines | | Key Non‑functional Requirements | • Security (OWASP top‑10)
• Performance – sub‑200 ms API latency for 95 % of calls
• Observability – logs, metrics, tracing
• Resilience – graceful degradation, retries, circuit‑breakers |

Why a “solid guide”?
Because many teams start strong but lose momentum when onboarding new members, when the CI pipeline breaks, or when environment drift occurs. This guide codifies the golden path – the set of conventions that keep the ship sailing straight. Run them with: aagmaaldev test

| Quarter | Planned Feature | Impact | |---------|----------------|--------| | Q3 2026 | Multi‑Modal Input – Sketch‑to‑code & voice commands. | Enables designers to prototype directly from UI wireframes. | | Q4 2026 | Self‑Optimizing Runtime – AI monitors performance & auto‑tunes resources. | Cuts cloud spend by up to 30 % for heavy workloads. | | Q1 2027 | Cross‑Domain Knowledge Graph – Leverages domain ontologies (e.g., FHIR for health). | Improves accuracy of domain‑specific code generation. | | Q2 2027 | Open‑API Marketplace – Community‑driven reusable AI‑generated modules. | Accelerates development by sharing vetted components. | | Beyond | Full‑Lifecycle AGI – From ideation to decommissioning, with autonomous migration and sunset planning. | Realizes the vision of “software as a living organism.” |