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Русский(RU) Большая фича без бесконечных переделок: Spec driven development с AI, UML, C4 и OpenAPI Разработка большой фичи с нуля часто начинается обманчиво легко. Заказчи

AI, UML, C4, and OpenAPI streamline feature development

By PulseAugur Editorial · [1 sources] ·

This article explores a spec-driven development approach for building complex features, leveraging AI, Unified Modeling Language (UML), C4 model, and OpenAPI. It uses a hypothetical equipment booking system to illustrate how initial simplicity can devolve into complex issues like concurrent bookings and persistent reservations. The proposed method involves making rules visible, agreeing on models and contracts, and then delegating smaller tasks to an AI agent. AI

IMPACT This approach could improve the efficiency and clarity of software development by integrating AI into the specification and design phases.

RANK_REASON Article describes a methodology for software development using AI and modeling tools, not a new product release or research.

Read on Mastodon — mastodon.social →

AI-generated summary · Google Gemini · from 1 sources. How we write summaries →

AI, UML, C4, and OpenAPI streamline feature development

How we ranked this

Signal score
9 / 100
Composite score across the factors below. Higher = stronger signal that this story matters right now.
Newsworthiness bucket
Tool
Article describes a methodology for software development using AI and modeling tools, not a new product release or research.
Source corroboration
Single-source cluster
Only one publisher covered this so far. Single-source stories can still rank when the publisher is high-authority, but they lack cross-source corroboration.
Topics
product, infra
Editorial topic classification. Feeds into how the story surfaces on /topic/<slug> hub pages and into the per-entity coverage mix.
AI-industry relevance
High
Clearly on-topic for AI-industry coverage.
Story freshness
Breaking (< 6h)
Fresh story with cross-source coverage still developing. Ranking may shift as more sources report.

Full methodology in our editorial standards.

COVERAGE [1]

  1. Mastodon — mastodon.social TIER_1 Русский(RU) · [email protected] ·

    Large feature without endless rework: Spec-driven development with AI, UML, C4, and OpenAPI Developing a large feature from scratch often starts deceptively easily. Customer

    Большая фича без бесконечных переделок: Spec driven development с AI, UML, C4 и OpenAPI Разработка большой фичи с нуля часто начинается обманчиво легко. Заказчик объяснил идею, команда обсудила экраны, разработчики примерно представляют архитектуру. Можно приступать. Но стоит пер…

    LINKS habr.com/…/1101186

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