Pin baseUrl in the Gateway, Not in the Agent's Prompt
The other day an agent I was testing kept hitting production. Not on purpose, not because it was being clever. It was reading the OpenAPI spec we ha…
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Your AI coding tool doesn't know your API — and it's inventing endpoints to prove it
You ship a small feature on a Tuesday. The assistant writes the whole thing in one pass: a fetch wrapper, a couple of loading states, error handling…
Are you migrating from Spectral? Redocly just got something to help you with that!
Spectral has been the default OpenAPI linter for years, and it did serve the community well. It made linting API descriptions in CI a normal thing,…
I built 13 labelled OpenAPI breaking-change cases, and oasdiff missed 2 of them
I'm working on Impact Gate, a warn-only PR check that tells you which consumers an API change can affect. Before claiming anything about it, I wante…
Where does your team's API knowledge actually live?
Let me describe a day in the office. Tell me if it sounds familiar. You need to call the payments API. Just one request. Should take five minutes. F…
Your API spec is the prompt: stop re-explaining your backend to every AI
It is Monday morning. A new coding assistant looks promising, so you open a fresh chat and start the ritual: paste the API docs, explain the auth he…
I turned a real OpenAPI into an MCP server in 5 min (without losing custom code on regen)
I built an OpenAPI to MCP server generator for TypeScript, Python and Go. The v1 mistake: 1 endpoint = 1 tool. On a real API with 200 operations, yo…
We scanned 1,939 repositories. 95% of projects publishing an OpenAPI spec have no compatibility gate.
We went looking for projects that publish an OpenAPI specification and then let anything through CI unchecked. We expected a niche. We found the def…
Your OpenAPI spec is a contract. Nobody is checking it. I built a CLI that detects spec↔code drift with zero dependencies.
"The generated client keeps calling DELETE /items/{id}." "The server returns 405 Method Not Allowed." An OpenAPI spec is not just documentation. SDK…
Reimporting Stripe's new OpenAPI spec into Mockoon left 559 routes on the old API
Disclosure: I work on Mockzilla, which competes with Mockoon. Everything below was run on one laptop, and there is a link to the longer comparison a…
How to Generate Karate API Tests from OpenAPI — Without Creating a Maintenance Nightmare
How to Generate Karate API Tests from OpenAPI — Without Creating a Maintenance Nightmare Generating API tests from an OpenAPI file sounds like an ea…
Prism spent 30 minutes on Stripe's OpenAPI spec and never opened a port
Disclosure: I work on Mockzilla, which competes with Stoplight Prism. Everything below was measured on my laptop, and there is a link to the longer…
Можно ли поймать breaking change REST API до интеграционных тестов
Breaking change в REST API часто обнаруживают слишком поздно — уже на интеграционном стенде. Разберём, какие риски можно поймать раньше, где помогаю…
WireMock will not read your OpenAPI spec, and that is on purpose
Disclosure: I work on Mockzilla, which competes with WireMock. Everything below was run on my laptop today and every claim links to its source. Ther…
Как мы победили рутину: строим spec-driven платформу для генерации email
410 вариантов писем, сотня микросервисов и до 15 файлов, которые приходилось править ради одной нотификации. Добавление письма превратилось в квест:…
Масштабирование от 100 до 100 000+ автотестов: архитектура и инструменты
Масштабирование автотестов — закономерный этап развития любого растущего проекта. С увеличением количества автотестов меняются требования к архитект…
Optimizing LLM Context for OpenAPI: A Deterministic Approach to Token Reduction
How deterministic context batching reduced approximate token usage by ~81.7% while building an agentic API testing prototype See It in Action I also…
Swagger Isn't Just API Documentation
If you've worked with REST APIs, you've probably encountered Swagger. Many developers initially think: Swagger = API documentation That's not comple…
Ваш AI‑агент не ошибся. Он точно выполнил плохую спецификацию
Почему API-First уже недостаточно и что меняется, когда SDD строится на .md-файлах и обязательном участии агентов? В агентном SDD спецификация стано…
Your API provider shipped a breaking change. Here's how to find what it breaks in your code
When Dependabot bumps a dependency, the PR is green, the tests pass, and you merge it on autopilot. Three days later something in production throws…
Contract testing a Symfony API with OpenAPI
Contract testing a Symfony API with OpenAPI takes four moving parts: the OpenAPI spec, a WebTestCase (or a plain Request / Response pair), one trait…
Your OpenAPI spec is already a test plan — here's how to turn it into Playwright tests automatically
If you're writing Playwright API tests manually from an OpenAPI/Swagger spec, you're doing work that should be automated. Every endpoint in your spe…
Document Driven Development: превращаем хаос разработки в порядок с помощью TypeSpec и не только
Всем привет! Меня зовут Егор Гурин и я разработчик в компании MTC Web Services. Работаю в стриме, который занимается разработкой контактного центра…
How to catch breaking OpenAPI changes before they reach production
An API can stay online, return 200s, and still break every client that depends on it. That is the uncomfortable part of API compatibility: the dange…
Ты не найдёшь эту ошибку. Потому что её нет в твоём коде. Как Self-describing API спасает от чужих рефакторингов
О том, как динамическая документация (Self-describing API) помогает синхронизировать фронт и бэк без ручного контроля, экономит 25 часов команды в н…
Как мы превратили Swagger из документации в двигатель API-автотестов
Всем привет! Меня зовут Олег Малышев. Я один из лидеров стека тестирования в компании «ТехВилл» Мы продолжаем разговор о том, как применять ИИ в тес…
Build a versioned Laravel API with auto-generated OpenAPI docs in 10 minutes
TL;DR — We'll install dskripchenko/laravel-api , write one controller, and end up with a versioned API ( /api/v1/... ) and interactive OpenAPI 3.0 d…
Pact is great. It's also why most teams don't do contract testing
In 2014, Pact created an entire engineering discipline. Consumer-driven contract testing — the idea that the API consumer, not the provider, should…
Arazzo Visualizer: Run API Workflows in VS Code
Most apps don't just call one API endpoint. They call a whole chain of them. For example, you might log in, get a token, and then pass that token to…
Why Your MCP Integrations Break Silently — And How We Built DriftGuard to Close the Gap
Every integration team has lived the same incident: a dependency changed its contract, nothing failed in CI, and production broke on a Tuesday anywa…