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 a …
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The Requests library for AI one Unified Python SDK for every LLM provider
UniversalAI The Requests library for AI — one unified SDK for every LLM provider. Write once, run anywhere. pip install universal-ai from universal_ai…
How to identify which customers are affected by API failures
Most API monitoring starts with endpoints: Which route is failing? What is the error rate? Did latency increase after a release? Those questions are e…
REST API Development: The Backbone of Modern Web Applications
REST API Development: The Backbone of Modern Web Applications Every time you log into an application, browse products, submit a form, or refresh your …
Twilio removes conference_participant from Voice Insights on Aug 1, 2026 — the field goes null, not gone, so nothing errors
If you pull Twilio Voice Insights Call Summaries to analyze conference calls — contact-center reporting, a QA dashboard that scores participant talk-t…
The Modern API Gateway: Beyond Simple Routing
The API Gateway Has Grown Up When API gateways first entered the enterprise architecture conversation, the value proposition was straightforward: put …
Внедрение CICD для экосистемы 1С
В условиях современного развития программного обеспечения и необходимости ускорения выпуска обновлений, автоматизация процессов разработки и доставки …
Using HTTP QUERY in Laravel Without Making Your API Harder to Maintain
The short version is this: GET should remain your default search method in Laravel, POST is still the pragmatic fallback for complex filters, and QUER…
Seven government recall feeds, and what it takes to make them agree
Every developed market publishes its product recalls. The EU has Safety Gate, France runs RappelConso on top of it, the US splits the job across the C…
Your Scraper Works Locally but Returns 403 on a Server. Here's Why.
Key takeaways A request is judged on many layers at once — IP reputation, TLS fingerprint, HTTP/2 shape, headers, and how the browser is driven — and …
Build a Typed Training Data Client in TypeScript with intervals-icu
If your training dashboard starts as one HTTP request and grows into athletes, activities, wellness, workouts, gear, and performance data, a hand-writ…
Виртуальная примерка одежды для интернет-магазина
Virtual try-on (виртуальная примерка) — фича, о которой всё чаще спрашивают владельцы интернет-магазинов одежды: показать покупателю, как товар сядет …
# What I Learned from Building with GIS Data and the Copernicus API at the KijaniSpace Hackathon
As software developers, we often spend most of our time building APIs, databases, authentication systems, and web applications. That's certainly been …
Your OpenAPI Spec Is Decoration Until CI Enforces It
My rule: if an OpenAPI spec is not wired into CI as an executable contract, it is decoration. A spec that no test asserts against will drift within tw…
Build a REST API with Django REST Framework
Build a REST API with Django REST Framework tags: python, django, api, tutorial tags: python, django, api, tutorial Build a REST API with Django REST …
Software Evolves Like Ecosystems
One of the biggest mistakes I made early in my career was believing software was something you finished. You gathered requirements. Designed the archi…
Stop Testing New AI Models in Production
A new AI model appears. The benchmark looks strong. The context window is larger. The price is attractive. So someone changes one configuration value …
We Tried to Beat Cloudflare With Proxies and TLS Tricks. Here's What Actually Failed.
Most advice about scraping Cloudflare-fronted sites is asserted, not measured. "Use residential IPs." "Match Chrome's JA3." People repeat these like f…
Receiving webhooks without getting burned
Sending a webhook is easy. You POST some JSON at a URL and move on. Receiving one is where the bodies are buried. The endpoint is public, so anyone ca…
Our API docs told AI agents to do the exact thing that fails
We run a helpdesk that AI agents can operate over MCP: list tickets, read a thread, draft a reply for a human to approve. Last week a real agent paid …
I tried to build an Apple Shortcut from code. Apple said no, four times.
We have a REST API. Apple has Shortcuts, an automation app that can send HTTP requests. Wiring one to the other looked like a free win: "Hey Siri, pub…
Когда 200 OK опаснее ошибки
Привет, Хабр! Меня зовут Ольга Ришко, старший специалист по тестированию медицинской информационной системы (МИС) «БАРС Груп». В этой статье…
Three App Store Connect API Hard Limits That Only Bite at a Fast Release Cadence
Originally published on hexisteme notes . I shipped seven versions of my apps in thirty days by scripting the App Store Connect API end to end — build…
Building a Visual Changelog for Your Web App
You ship a frontend change, merge the PR, deploy to production. Two days later your PM asks "what exactly changed on the pricing page last Tuesday?" a…
Designing an Idempotent Transaction API: Preventing Duplicate Financial Operations
In financial backend systems, network retries represent a classic race-condition vector. If a client attempts to post a transaction, suffers a TCP tim…
A Secure Framework for Exposing SaaS Data to Your Data Lake
How to pull large volumes of data out of any enterprise SaaS platform — safely, repeatably, and without a single write permission. Every enterprise ru…
REST-style GraphQL — one line of Java handles filtering + sorting + pagination + stats + CSV export.
(Demo's in Chinese but you'll get the idea in 30 seconds) 👇 https://demo-bs.zhxu.cn/ A backend engineer's confession: you just wrote 100 lines of Java…
Заставляем Airflow самого заводить задачи в YouTrack без смс и регистрации
Работая единственным QA в команде, в обязанности которого активно входит мониторинг, я столкнулась с проблемами тайм-менеджмента: очень много времени …
Fragrance notes, accords and ratings as JSON — without fighting Fragrantica's Cloudflare
Anything you build around perfume data — a dupe/clone finder, a fragrance shop's product enrichment, a rating tracker, a recommendation engine based o…
I built a machine-payable API for AI agents and made $0.00 from strangers. Here's every number.
Over a few weeks I built and shipped a small x402 service on Base: token-risk.com , a pay-per-call API that returns deterministic structural risk repo…