#apidevelopment — Public Fediverse posts

Relevance AI Introduces Programmatic Agent Control

How do Relevance AI API triggers work? Learn how developers can now activate AI agents using HTTP requests to improve workflow automation as of May 2026.

#relevanceai, #aiagents, #workflowautomation, #apidevelopment, #techupdates

https://newsletter.tf/relevance-ai-api-triggers-automation-update/

Relevance AI has launched API Triggers, allowing developers to start AI agents using simple HTTP requests. This update makes integration 50% faster than manual setup.

#relevanceai, #aiagents, #workflowautomation, #apidevelopment, #techupdates
https://newsletter.tf/relevance-ai-api-triggers-automation-update/

A fast, #project-#isolated #Postman/#ApiDog #alternative. Runs as an `#npx` #package — no installation bloat, no licensing, ~30MB RAM — https://github.com/AnandPilania/consolio

#webdev #devtools #apidevelopment #codingtools #developerproductivity #opensource #nolicense #restclient #nodejs #javascript #apitesting

A fast, #project-#isolated #Postman/#ApiDog #alternative. Runs as an `#npx` #package — no installation bloat, no licensing, ~30MB RAM — https://github.com/AnandPilania/consolio

#webdev #devtools #apidevelopment #codingtools #developerproductivity #opensource #nolicense #restclient #nodejs #javascript #apitesting

A fast, #project-#isolated #Postman/#ApiDog #alternative. Runs as an `#npx` #package — no installation bloat, no licensing, ~30MB RAM — https://github.com/AnandPilania/consolio

#webdev #devtools #apidevelopment #codingtools #developerproductivity #opensource #nolicense #restclient #nodejs #javascript #apitesting

Most devs jump into microservices too early
Truth: most systems don’t need it at the start.
It adds complexity—network calls, harder debugging, data issues.
Start with a monolith. Scale when needed.
Right architecture > complex architecture.

https://jaswalaryan.space/article/microservices-architecture-guide-when-to-use

#Microservices #SoftwareArchitecture #SystemDesign #CloudComputing #DevOps #Docker #Kubernetes #APIDevelopment #TechLeadership #BackendDevelopment #Scalability #MonolithVsMicroservices #SoftwareEngineering #ProgrammingTips

Most devs jump into microservices too early
Truth: most systems don’t need it at the start.
It adds complexity—network calls, harder debugging, data issues.
Start with a monolith. Scale when needed.
Right architecture > complex architecture.

https://jaswalaryan.space/article/microservices-architecture-guide-when-to-use

#Microservices #SoftwareArchitecture #SystemDesign #CloudComputing #DevOps #Docker #Kubernetes #APIDevelopment #TechLeadership #BackendDevelopment #Scalability #MonolithVsMicroservices #SoftwareEngineering #ProgrammingTips

Most devs jump into microservices too early
Truth: most systems don’t need it at the start.
It adds complexity—network calls, harder debugging, data issues.
Start with a monolith. Scale when needed.
Right architecture > complex architecture.

https://jaswalaryan.space/article/microservices-architecture-guide-when-to-use

#Microservices #SoftwareArchitecture #SystemDesign #CloudComputing #DevOps #Docker #Kubernetes #APIDevelopment #TechLeadership #BackendDevelopment #Scalability #MonolithVsMicroservices #SoftwareEngineering #ProgrammingTips

Most devs jump into microservices too early
Truth: most systems don’t need it at the start.
It adds complexity—network calls, harder debugging, data issues.
Start with a monolith. Scale when needed.
Right architecture > complex architecture.

https://jaswalaryan.space/article/microservices-architecture-guide-when-to-use

#Microservices #SoftwareArchitecture #SystemDesign #CloudComputing #DevOps #Docker #Kubernetes #APIDevelopment #TechLeadership #BackendDevelopment #Scalability #MonolithVsMicroservices #SoftwareEngineering #ProgrammingTips

Most devs jump into microservices too early
Truth: most systems don’t need it at the start.
It adds complexity—network calls, harder debugging, data issues.
Start with a monolith. Scale when needed.
Right architecture > complex architecture.

https://jaswalaryan.space/article/microservices-architecture-guide-when-to-use

#Microservices #SoftwareArchitecture #SystemDesign #CloudComputing #DevOps #Docker #Kubernetes #APIDevelopment #TechLeadership #BackendDevelopment #Scalability #MonolithVsMicroservices #SoftwareEngineering #ProgrammingTips

Virsing Vasava – Laravel Developer at Acquaint Softtech

Need a reliable backend dev who can scale apps without breaking existing systems?

5+ yrs experience in Laravel, APIs, MySQL & legacy CodeIgniter support.
Clean code. Stable systems. Scalable growth.

🎥Watch:
https://youtube.com/shorts/V4ZOlIVDvJg?si=TSp99yO_cLQauvFj

#Laravel #PHP #WebDevelopment #APIDevelopment #HireDevelopers

Virsing Vasava – Laravel Developer at Acquaint Softtech

Need a reliable backend dev who can scale apps without breaking existing systems?

5+ yrs experience in Laravel, APIs, MySQL & legacy CodeIgniter support.
Clean code. Stable systems. Scalable growth.

🎥Watch:
https://youtube.com/shorts/V4ZOlIVDvJg?si=TSp99yO_cLQauvFj

#Laravel #PHP #WebDevelopment #APIDevelopment #HireDevelopers

Looking to hire a Laravel Developer who can build stable, scalable web applications?

Meet Hetaansh Gadhiya – Laravel Developer at Acquaint Softtech with 3+ years of experience in backend systems and API development.

From Laravel & PHP to REST APIs and MySQL, he builds clean, reliable systems that scale with your product.

Watch here 👇
https://youtube.com/shorts/7b9EwurQqcI?si=gpSFbYbZLPXwHVsL

#LaravelDeveloper #PHPDevelopment #BackendDevelopment #APIDevelopment #HireDevelopers

Looking to hire a Laravel Developer who can build stable, scalable web applications?

Meet Hetaansh Gadhiya – Laravel Developer at Acquaint Softtech with 3+ years of experience in backend systems and API development.

From Laravel & PHP to REST APIs and MySQL, he builds clean, reliable systems that scale with your product.

Watch here 👇
https://youtube.com/shorts/7b9EwurQqcI?si=gpSFbYbZLPXwHVsL

#LaravelDeveloper #PHPDevelopment #BackendDevelopment #APIDevelopment #HireDevelopers

1.FastAPI Rapid Guide: Craft Your First API in 2 Minutes | FastAPI Setup Tutorial

As the demand for real-time data and responsive web services continues to skyrocket in 2026, mastering efficient API development is paramount. This tutorial offers an accelerated path to building your...

📺 Watch here: https://www.youtube.com/watch?v=c03v4Uxnp2g

##FastAPI ##Python ##APIDevelopment ##WebDevelopment

Looking to hire a Python Developer who can build clean, scalable backend systems?

Meet Jay Jani – Python Developer at Acquaint Softtech with 4+ years of experience in backend development and web applications.

From Python & Django to REST APIs and PostgreSQL, he builds stable, maintainable systems that scale with your product.

Watch here 👇
https://youtube.com/shorts/FGv1RQ_jT7w?si=WrBvTdw2XrsHr8Al

#PythonDeveloper #DjangoDeveloper #BackendDevelopment #APIDevelopment #HireDevelopers

Looking to hire a Python Developer who can build clean, scalable backend systems?

Meet Jay Jani – Python Developer at Acquaint Softtech with 4+ years of experience in backend development and web applications.

From Python & Django to REST APIs and PostgreSQL, he builds stable, maintainable systems that scale with your product.

Watch here 👇
https://youtube.com/shorts/FGv1RQ_jT7w?si=WrBvTdw2XrsHr8Al

#PythonDeveloper #DjangoDeveloper #BackendDevelopment #APIDevelopment #HireDevelopers

Whether you're building payment gateways, ship-tracking systems, or complex orchestration workflows, Microcks now makes it easier than ever to simulate the full feedback loop.

Check out the brand-new guide to get started:
👉 https://microcks.io/documentation/guides/usage/openapi-callbacks/

Huge thanks to the community for the feedback that helped shape this feature! 👏

#OpenAPI #APIDevelopment #Testing #SoftwareEngineering #Mocking

Whether you're building payment gateways, ship-tracking systems, or complex orchestration workflows, Microcks now makes it easier than ever to simulate the full feedback loop.

Check out the brand-new guide to get started:
👉 https://microcks.io/documentation/guides/usage/openapi-callbacks/

Huge thanks to the community for the feedback that helped shape this feature! 👏

#OpenAPI #APIDevelopment #Testing #SoftwareEngineering #Mocking

Whether you're building payment gateways, ship-tracking systems, or complex orchestration workflows, Microcks now makes it easier than ever to simulate the full feedback loop.

Check out the brand-new guide to get started:
👉 https://microcks.io/documentation/guides/usage/openapi-callbacks/

Huge thanks to the community for the feedback that helped shape this feature! 👏

#OpenAPI #APIDevelopment #Testing #SoftwareEngineering #Mocking

Whether you're building payment gateways, ship-tracking systems, or complex orchestration workflows, Microcks now makes it easier than ever to simulate the full feedback loop.

Check out the brand-new guide to get started:
👉 https://microcks.io/documentation/guides/usage/openapi-callbacks/

Huge thanks to the community for the feedback that helped shape this feature! 👏

#OpenAPI #APIDevelopment #Testing #SoftwareEngineering #Mocking

THE IMPERATIVE TO CONSTRUCT INTERNAL BRIDGES: Developers Forge Their Own API Paths

Learn why developers are building their own APIs instead of using old ones. Find out how this helps connect software in 2024.

#APIdevelopment, #SoftwareIntegration, #DeveloperTools, #TechTrends, #CodingTips

https://newsletter.tf/developers-build-own-apis-connect-software-2024/

THE IMPERATIVE TO CONSTRUCT INTERNAL BRIDGES: Developers Forge Their Own API Paths

Learn why developers are building their own APIs instead of using old ones. Find out how this helps connect software in 2024.

#APIdevelopment, #SoftwareIntegration, #DeveloperTools, #TechTrends, #CodingTips

https://newsletter.tf/developers-build-own-apis-connect-software-2024/

Many developers are now building their own APIs, which is a big change from relying on others. This helps them connect software faster.

#APIdevelopment, #SoftwareIntegration, #DeveloperTools, #TechTrends, #CodingTips
https://newsletter.tf/developers-build-own-apis-connect-software-2024/

Many developers are now building their own APIs, which is a big change from relying on others. This helps them connect software faster.

#APIdevelopment, #SoftwareIntegration, #DeveloperTools, #TechTrends, #CodingTips
https://newsletter.tf/developers-build-own-apis-connect-software-2024/

Building secure payment systems without slowing them down ⚡

For FLIQA Payments, we strengthened compliance & security, without impacting transaction speed.

What made it work:
• Full data traceability
• Strong API security
• Role-based access
• Zero performance hit

In payments, you need both: speed + security.

📩 [email protected]
🌐 acquaintsoft.com

#fintech #payments #security #apidevelopment #performance

Building secure payment systems without slowing them down ⚡

For FLIQA Payments, we strengthened compliance & security, without impacting transaction speed.

What made it work:
• Full data traceability
• Strong API security
• Role-based access
• Zero performance hit

In payments, you need both: speed + security.

📩 [email protected]
🌐 acquaintsoft.com

#fintech #payments #security #apidevelopment #performance

Sabirhusen Maknojiya – Laravel Developer | Acquaint Softtech

Looking to hire a Laravel Developer who builds secure, scalable, and high-performance backend systems?

Meet Sabirhusen Maknojiya, a Laravel Developer with 2+ years of experience crafting reliable web applications and seamless system integrations.

🎥 Watch full video:
https://youtube.com/shorts/o3y-87GtDyg?si=Psin_yGFy74fQAM2

#LaravelDeveloper #HireLaravelDeveloper #BackendDevelopment #WebDevelopment #APIDevelopment #PHPDeveloper #DedicatedDevelopers #AcquaintSofttech

Sabirhusen Maknojiya – Laravel Developer | Acquaint Softtech

Looking to hire a Laravel Developer who builds secure, scalable, and high-performance backend systems?

Meet Sabirhusen Maknojiya, a Laravel Developer with 2+ years of experience crafting reliable web applications and seamless system integrations.

🎥 Watch full video:
https://youtube.com/shorts/o3y-87GtDyg?si=Psin_yGFy74fQAM2

#LaravelDeveloper #HireLaravelDeveloper #BackendDevelopment #WebDevelopment #APIDevelopment #PHPDeveloper #DedicatedDevelopers #AcquaintSofttech

Postman's agentic automation could add efficiency and ease of use, plus specialized context and governance guardrails, as #AIapps reshape API development.

My coverage of #postman product news this week, along with analysis and discussion of the effect #AIagents are having on #APIdevelopment:

https://www.techtarget.com/searchitoperations/news/366639664/AppDev-leaders-eye-Postman-AI-tools-for-API-development

#appdev #softwareengineering #enterprisetech #APImanagement

Postman's agentic automation could add efficiency and ease of use, plus specialized context and governance guardrails, as #AIapps reshape API development.

My coverage of #postman product news this week, along with analysis and discussion of the effect #AIagents are having on #APIdevelopment:

https://www.techtarget.com/searchitoperations/news/366639664/AppDev-leaders-eye-Postman-AI-tools-for-API-development

#appdev #softwareengineering #enterprisetech #APImanagement

Postman's agentic automation could add efficiency and ease of use, plus specialized context and governance guardrails, as #AIapps reshape API development.

My coverage of #postman product news this week, along with analysis and discussion of the effect #AIagents are having on #APIdevelopment:

https://www.techtarget.com/searchitoperations/news/366639664/AppDev-leaders-eye-Postman-AI-tools-for-API-development

#appdev #softwareengineering #enterprisetech #APImanagement

Postman's agentic automation could add efficiency and ease of use, plus specialized context and governance guardrails, as #AIapps reshape API development.

My coverage of #postman product news this week, along with analysis and discussion of the effect #AIagents are having on #APIdevelopment:

https://www.techtarget.com/searchitoperations/news/366639664/AppDev-leaders-eye-Postman-AI-tools-for-API-development

#appdev #softwareengineering #enterprisetech #APImanagement

Postman's agentic automation could add efficiency and ease of use, plus specialized context and governance guardrails, as #AIapps reshape API development.

My coverage of #postman product news this week, along with analysis and discussion of the effect #AIagents are having on #APIdevelopment:

https://www.techtarget.com/searchitoperations/news/366639664/AppDev-leaders-eye-Postman-AI-tools-for-API-development

#appdev #softwareengineering #enterprisetech #APImanagement

Google Ads API Developer Assistant v2.0 adds AI diagnostics and v23 support: Google upgrades its Ads API Developer Assistant to v2.0 with agentic conversion troubleshooting, session hooks, and full Google Ads API v23 support for developers. https://ppc.land/google-ads-api-developer-assistant-v2-0-adds-ai-diagnostics-and-v23-support/ #GoogleAds #APIDevelopment #DigitalMarketing #AIDiagnostics #ConversionOptimization

Google Ads API Developer Assistant v2.0 adds AI diagnostics and v23 support: Google upgrades its Ads API Developer Assistant to v2.0 with agentic conversion troubleshooting, session hooks, and full Google Ads API v23 support for developers. https://ppc.land/google-ads-api-developer-assistant-v2-0-adds-ai-diagnostics-and-v23-support/ #GoogleAds #APIDevelopment #DigitalMarketing #AIDiagnostics #ConversionOptimization

Google Ads API Developer Assistant v2.0 adds AI diagnostics and v23 support: Google upgrades its Ads API Developer Assistant to v2.0 with agentic conversion troubleshooting, session hooks, and full Google Ads API v23 support for developers. https://ppc.land/google-ads-api-developer-assistant-v2-0-adds-ai-diagnostics-and-v23-support/ #GoogleAds #APIDevelopment #DigitalMarketing #AIDiagnostics #ConversionOptimization

Google Ads API Developer Assistant v2.0 adds AI diagnostics and v23 support: Google upgrades its Ads API Developer Assistant to v2.0 with agentic conversion troubleshooting, session hooks, and full Google Ads API v23 support for developers. https://ppc.land/google-ads-api-developer-assistant-v2-0-adds-ai-diagnostics-and-v23-support/ #GoogleAds #APIDevelopment #DigitalMarketing #AIDiagnostics #ConversionOptimization

I built a real-time News Website using HTML, CSS, and JavaScript 📰
Powered by a News API with a responsive and user-friendly interface.
Open to suggestions and improvements!
Hashtags:
#WebDev #JavaScript #OpenSource #Frontend #APIDevelopment #DevCommunity #TechNews

I built a real-time News Website using HTML, CSS, and JavaScript 📰
Powered by a News API with a responsive and user-friendly interface.
Open to suggestions and improvements!
Hashtags:
#WebDev #JavaScript #OpenSource #Frontend #APIDevelopment #DevCommunity #TechNews

I built a real-time News Website using HTML, CSS, and JavaScript 📰
Powered by a News API with a responsive and user-friendly interface.
Open to suggestions and improvements!
Hashtags:
#WebDev #JavaScript #OpenSource #Frontend #APIDevelopment #DevCommunity #TechNews

I built a real-time News Website using HTML, CSS, and JavaScript 📰
Powered by a News API with a responsive and user-friendly interface.
Open to suggestions and improvements!
Hashtags:
#WebDev #JavaScript #OpenSource #Frontend #APIDevelopment #DevCommunity #TechNews

I built a real-time News Website using HTML, CSS, and JavaScript 📰
Powered by a News API with a responsive and user-friendly interface.
Open to suggestions and improvements!
Hashtags:
#WebDev #JavaScript #OpenSource #Frontend #APIDevelopment #DevCommunity #TechNews

Unlock the future of web design with API-First development! 🚀
In 2026, modular websites are transforming the way we build digital experiences — faster load times, stronger SEO performance, and scalable infrastructure that grows with your business.

👉 Explore how API-first website development is setting the new standard for modern web architecture:
https://companyindianwebsi.wixsite.com/indianwebsitecompany/post/api-first-website-development-modular-websites-2026

#WebDevelopment #APIDevelopment #ModularDesign #SEO #DigitalTransformation

Khi làm dự án nhỏ tổng hợp dữ liệu từ API, mình học được:
- Đường dẫn thành công thì dễ, mọi thứ khác thì không
- Những giả định nhỏ về phản hồi API gây ra hầu hết sự cố
- Kiểm tra dữ liệu quan trọng hơn hiệu năng lúc bắt đầu
Dữ liệu thực tế khác xa tutorial!

Bạn từng làm dự án liên quan dữ liệu, điều gì khiến bạn bất ngờ?
#sideproject #apidevelopment #datavalidation #lessonslearned #lậptrình #dựánphụ #xửlýdữliệu

https://www.reddit.com/r/SideProject/comments/1qipi23/what_surprised_

Chào cộng đồng! Mình sẽ thử nghiệm và phản hồi về các dự án API/CLI: đánh giá triển khai, tài liệu, trải nghiệm.dev. Gửi dự án của mình! #APIDevelopment #CLITools #Feedback #CôngNgười

https://www.reddit.com/r/SideProject/comments/1o9yqhq/building_an_api_or_clibased_project_ill_test_it/

"APIs to Capabilities

Enterprises have invested 10-15+ years into exposing enterprise capabilities (internal and external) with APIs. That is not going away. MCP, as exciting as it is, is really just a simple protocol shim for AI models to call tools. But to expose the tools correctly to the model, we need to describe capabilities not just API contract structure:

- tool names should be unique, action oriented (e.g., “listAllTodoTasks” vs just “list”)
- include detailed purpose explanations
- give examples of when to call with example requests/responses
preconditions for using the tool

Using OpenAPI Spec

The OpenAPI Specification contains a number of fields and structures to support adding rich semantic meaning to our APIs:

-Using the info section
- A number of sections offer the ability to link out to externalDocs
- Most sections provide a title, summary, and description field
- You can link out to industry accepted (or enterprise specific) data fields using JSON-LD for very deep semantic meaning
- If none of these are adequate, you can extend the spec with “x-properties”

Let’s take a quick look at an example."

https://blog.christianposta.com/semantics-matter-exposing-openapi-as-mcp-tools/

#APIs #APIDesign #APIDevelopment #OpenAPI #MCP #LLMs #Metadata #AI #GenerativeAI #AIAgents

"APIs to Capabilities

Enterprises have invested 10-15+ years into exposing enterprise capabilities (internal and external) with APIs. That is not going away. MCP, as exciting as it is, is really just a simple protocol shim for AI models to call tools. But to expose the tools correctly to the model, we need to describe capabilities not just API contract structure:

- tool names should be unique, action oriented (e.g., “listAllTodoTasks” vs just “list”)
- include detailed purpose explanations
- give examples of when to call with example requests/responses
preconditions for using the tool

Using OpenAPI Spec

The OpenAPI Specification contains a number of fields and structures to support adding rich semantic meaning to our APIs:

-Using the info section
- A number of sections offer the ability to link out to externalDocs
- Most sections provide a title, summary, and description field
- You can link out to industry accepted (or enterprise specific) data fields using JSON-LD for very deep semantic meaning
- If none of these are adequate, you can extend the spec with “x-properties”

Let’s take a quick look at an example."

https://blog.christianposta.com/semantics-matter-exposing-openapi-as-mcp-tools/

#APIs #APIDesign #APIDevelopment #OpenAPI #MCP #LLMs #Metadata #AI #GenerativeAI #AIAgents

"APIs to Capabilities

Enterprises have invested 10-15+ years into exposing enterprise capabilities (internal and external) with APIs. That is not going away. MCP, as exciting as it is, is really just a simple protocol shim for AI models to call tools. But to expose the tools correctly to the model, we need to describe capabilities not just API contract structure:

- tool names should be unique, action oriented (e.g., “listAllTodoTasks” vs just “list”)
- include detailed purpose explanations
- give examples of when to call with example requests/responses
preconditions for using the tool

Using OpenAPI Spec

The OpenAPI Specification contains a number of fields and structures to support adding rich semantic meaning to our APIs:

-Using the info section
- A number of sections offer the ability to link out to externalDocs
- Most sections provide a title, summary, and description field
- You can link out to industry accepted (or enterprise specific) data fields using JSON-LD for very deep semantic meaning
- If none of these are adequate, you can extend the spec with “x-properties”

Let’s take a quick look at an example."

https://blog.christianposta.com/semantics-matter-exposing-openapi-as-mcp-tools/

#APIs #APIDesign #APIDevelopment #OpenAPI #MCP #LLMs #Metadata #AI #GenerativeAI #AIAgents

"APIs to Capabilities

Enterprises have invested 10-15+ years into exposing enterprise capabilities (internal and external) with APIs. That is not going away. MCP, as exciting as it is, is really just a simple protocol shim for AI models to call tools. But to expose the tools correctly to the model, we need to describe capabilities not just API contract structure:

- tool names should be unique, action oriented (e.g., “listAllTodoTasks” vs just “list”)
- include detailed purpose explanations
- give examples of when to call with example requests/responses
preconditions for using the tool

Using OpenAPI Spec

The OpenAPI Specification contains a number of fields and structures to support adding rich semantic meaning to our APIs:

-Using the info section
- A number of sections offer the ability to link out to externalDocs
- Most sections provide a title, summary, and description field
- You can link out to industry accepted (or enterprise specific) data fields using JSON-LD for very deep semantic meaning
- If none of these are adequate, you can extend the spec with “x-properties”

Let’s take a quick look at an example."

https://blog.christianposta.com/semantics-matter-exposing-openapi-as-mcp-tools/

#APIs #APIDesign #APIDevelopment #OpenAPI #MCP #LLMs #Metadata #AI #GenerativeAI #AIAgents