"Overall, you’re introducing a new layer of information that you’ll have to keep in sync with any future API changes.

Feeling unresolved? That’s because the decision to adopt this taxonomy depends on your primary consumer. As far as I see it, you have two options. If your API is purely for traditional developer-built integrations or direct human consumption, the effort to add a taxonomy might be higher than its benefit. However, if you’re targeting AI agents, a taxonomy is something you need to have. Without it, machine consumers won’t be able to make the most of your API in a cost-effective way. And they’ll probably look elsewhere, which is something you want to avoid, right? Well, I’ve made my point. The decision is in your hands now."

https://apichangelog.substack.com/p/the-taxonomy-of-api-operations

#AI #GenerativeAI #AIAgents #APIs #API #APIDesign #SoftwareDevelopment #Programming #APITaxonomy

The Taxonomy of API Operations

A behavioral classification system for machine-to-machine APIs.

The API Changelog

That's what happens when you stop building everything yourself and start building platforms. You create interfaces. You remove bottlenecks. You win.

#Scrum #Agile #DependencyManagement #PlatformBusinessModel #APIDesign #B2B #SoftwareDevelopment #DevOps #Jira #Confluence (25/25)

Struggle with how Pydantic stays so easy to use despite its depth? “The Facade That Makes Pydantic Feel Simple” breaks down the idea behind that simplicity.

👉 https://zalt.me/blog/2026/06/pydantic-facade-simplicity

#Python #Pydantic #softwaredesign #APIdesign

🚨 NEWS: REST API Design: naming conventions, status code e best practices per API che durano

Ecco i punti chiave in breve:
💡 Ti è mai capitato di dover integrare un'API dove gli endpoint si chiamano /getUserById e /createNewOrder, mentre i campi della risposta usano snake_case ma in alcuni punti camelCase? Se lavori nel bac...

🚀 LINK: https://meteoraweb.com/analisi-dei-dati-e-metriche/rest-api-design-naming-conventions-status-code-e-best-practices-per-api-che-durano

#rESTAPI #namingConventions #statusCode #bestPractices #aPIDesign

A lot of teams say they “handle errors” when what they really mean is that exceptions eventually turn into JSON.

This piece pulls together the Quarkus reading path for RFC 9457, HTTP response design, OpenAPI, versioning, and deprecation so the unhappy path becomes part of the contract instead of an afterthought.

https://www.the-main-thread.com/p/quarkus-api-errors-rfc9457

#Quarkus #APIDesign #OpenAPI

rate limiting is one of those things every API needs but half implement wrong. fixed window leaks at the boundary. sliding window is better. token bucket handles bursts best. return 429 with Retry-After — that one header saves your consumers so much pain. #apidesign #developer #programming

GraphQL vs RESTful Fitment Architecture Costly Lie Exposed

A single GraphQL query can replace three legacy calls, cutting integration headaches for parts catalogs. See how the switch solves mismatches and speeds time‑to‑market—no more data silos.

https://partsfit.online/graphql-vs-restful-fitment-architecture-costly-lie/

#graphql #fitmentdata #crossplatformcompatibility #automotivepartsintegration #apidesign

GraphQL vs RESTful Fitment Architecture Costly Lie Exposed

Discover why the REST myth about fitment data is wrong and how GraphQL delivers faster, safer, cross‑platform integration for automotive parts catalogs.

Parts Fit

Ever shipped an API and regretted your generic signatures later? Wildcards everywhere. Confusing bounds. Mental overhead. Michel Charpentier breaks down why variance matters—and why #Java still feels heavy here.

Read + apply: https://javapro.io/2026/01/27/what-i-still-miss-my-most-wanted-java-features/

#APIDesign #Generics #JVM

Most devs think backend = APIs.
It’s not.
It’s:
• Efficient request handling
• Clean architecture
• Smart DB design
• Caching strategies
• Security
• Reliability under load
Great backend ≠ just code
It’s systems that don’t break in the real world.
Tools change. Principles don’t.

https://jaswalaryan.space/article/backend-development-beyond-apis-complete-guide

#BackendDevelopment #WebDevelopment #APIDesign #SoftwareEngineering #SystemArchitecture #DatabaseDesign #Caching #Security #PerformanceOptimization #DevOps #Scalability #CodeQuality #Programming

If this resonates, share your service template patterns or open an issue with gaps you hit in production.
If gogen helps, a star and field feedback help prioritize what to improve next.
#OpenSource #GoLang #BackendEngineering #Observability #APIDesign #CloudNative #DistributedSystems