Rate limit headers, structured JSON errors, a versioning plan. Small API habits that keep every consumer from writing guesswork code. go.ombulabs.com/afk #APIDesign
November 3, 2026 at 6:59 PM
Rate limit headers, structured JSON errors, a versioning plan. Small API habits that keep every consumer from writing guesswork code. go.ombulabs.com/afk #APIDesign
几条规矩：
① 只加不删：新参数设为可选，旧参数先保留一段时间
② 兼容层：收到旧参数名就自动映射，并在日志里记一笔
③ 大改就出 v2 工具，和 v1 并存
等日志里的旧参数调用归零，再删。
#APIDesign #DevTips
① 只加不删：新参数设为可选，旧参数先保留一段时间
② 兼容层：收到旧参数名就自动映射，并在日志里记一笔
③ 大改就出 v2 工具，和 v1 并存
等日志里的旧参数调用归零，再删。
#APIDesign #DevTips
November 4, 2026 at 5:30 PM
几条规矩：
① 只加不删：新参数设为可选，旧参数先保留一段时间
② 兼容层：收到旧参数名就自动映射，并在日志里记一笔
③ 大改就出 v2 工具，和 v1 并存
等日志里的旧参数调用归零，再删。
#APIDesign #DevTips
① 只加不删：新参数设为可选，旧参数先保留一段时间
② 兼容层：收到旧参数名就自动映射，并在日志里记一笔
③ 大改就出 v2 工具，和 v1 并存
等日志里的旧参数调用归零，再删。
#APIDesign #DevTips
Design smarter APIs with MuleSoft and RAML! 🚀 Validate before development and build better integrations.
📖 Read more: www.aintiram.com/blog-api-des...
#MuleSoft #RAML #APIDesign #AintiramWebTech #Salesforce #SalesforcePartner
📖 Read more: www.aintiram.com/blog-api-des...
#MuleSoft #RAML #APIDesign #AintiramWebTech #Salesforce #SalesforcePartner
November 2, 2026 at 6:41 AM
Design smarter APIs with MuleSoft and RAML! 🚀 Validate before development and build better integrations.
📖 Read more: www.aintiram.com/blog-api-des...
#MuleSoft #RAML #APIDesign #AintiramWebTech #Salesforce #SalesforcePartner
📖 Read more: www.aintiram.com/blog-api-des...
#MuleSoft #RAML #APIDesign #AintiramWebTech #Salesforce #SalesforcePartner
🔖 Save this checklist for your next backend architecture review.
#APIDesign #BackendDevelopment #SoftwareEngineering #SystemDesign #WebDevelopment #RESTAPI #Microservices #ByteBuilders
#APIDesign #BackendDevelopment #SoftwareEngineering #SystemDesign #WebDevelopment #RESTAPI #Microservices #ByteBuilders
November 1, 2026 at 1:30 AM
🔖 Save this checklist for your next backend architecture review.
#APIDesign #BackendDevelopment #SoftwareEngineering #SystemDesign #WebDevelopment #RESTAPI #Microservices #ByteBuilders
#APIDesign #BackendDevelopment #SoftwareEngineering #SystemDesign #WebDevelopment #RESTAPI #Microservices #ByteBuilders
Channel9 What was the first thing you worked on at Microsoft?: Amanda Silver reflects on joining Microsoft in 2001 during the early days of .NET and how her first project, writing the P/Invoke interoperability specification, shaped her understanding of… #DotNet #MicrosoftDeveloper #AmandaSilver
What was the first thing you worked on at Microsoft?
Amanda Silver reflects on joining Microsoft in 2001 during the early days of .NET and how her first project, writing the P/Invoke interoperability specification, shaped her understanding of managed runtimes, APIs, and developer platforms. She shares how those foundational experiences influenced a 25-year career building programming technologies and developer tools across Microsoft.
#DotNet #MicrosoftDeveloper #AmandaSilver #SoftwareEngineering #APIDesign #DeveloperTools #CLR #ProgrammingLanguages
www.youtube.com
November 6, 2026 at 12:04 AM
Channel9 What was the first thing you worked on at Microsoft?: Amanda Silver reflects on joining Microsoft in 2001 during the early days of .NET and how her first project, writing the P/Invoke interoperability specification, shaped her understanding of… #DotNet #MicrosoftDeveloper #AmandaSilver
Rate limit headers, structured JSON errors, a versioning plan. Small API habits that keep every consumer from writing guesswork code. go.ombulabs.com/afk #APIDesign
October 31, 2026 at 5:50 PM
Rate limit headers, structured JSON errors, a versioning plan. Small API habits that keep every consumer from writing guesswork code. go.ombulabs.com/afk #APIDesign
The web used to be a polite letter exchange. Then AI started talking back mid-sentence, asking for tools, streaming tokens.
API Transport in 2025: REST, GraphQL, gRPC, and the Streaming Reality
Read the article →
#APIDesign #GraphQL
API Transport in 2025: REST, GraphQL, gRPC, and the Streaming Reality
Read the article →
#APIDesign #GraphQL
October 26, 2026 at 1:00 PM
The web used to be a polite letter exchange. Then AI started talking back mid-sentence, asking for tools, streaming tokens.
API Transport in 2025: REST, GraphQL, gRPC, and the Streaming Reality
Read the article →
#APIDesign #GraphQL
API Transport in 2025: REST, GraphQL, gRPC, and the Streaming Reality
Read the article →
#APIDesign #GraphQL
Protecting downstream services using sliding window counter algorithms, Redis rate limiters, and DDoS mitigation strategies. Galgotias University teaches engineers how to safeguard public API infrastructure! 🛡️🔌
#GalgotiasUniversity #APIDesign #BackendEngineering #CyberSecurity
#GalgotiasUniversity #APIDesign #BackendEngineering #CyberSecurity
October 24, 2026 at 2:01 PM
Protecting downstream services using sliding window counter algorithms, Redis rate limiters, and DDoS mitigation strategies. Galgotias University teaches engineers how to safeguard public API infrastructure! 🛡️🔌
#GalgotiasUniversity #APIDesign #BackendEngineering #CyberSecurity
#GalgotiasUniversity #APIDesign #BackendEngineering #CyberSecurity
Two habits that make any API-powered app more resilient: cache what doesn't need to be live, and fall back to last known data when a call fails.
Follow for more tips
#DeveloperTips #APIDesign #WebDevelopment #BackendDev #BuildInPublic
Follow for more tips
#DeveloperTips #APIDesign #WebDevelopment #BackendDev #BuildInPublic
October 21, 2026 at 4:00 PM
Two habits that make any API-powered app more resilient: cache what doesn't need to be live, and fall back to last known data when a call fails.
Follow for more tips
#DeveloperTips #APIDesign #WebDevelopment #BackendDev #BuildInPublic
Follow for more tips
#DeveloperTips #APIDesign #WebDevelopment #BackendDev #BuildInPublic
Two habits that make any API-powered app more resilient: cache what doesn't need to be live, and fall back to last known data when a call fails.
Follow for more tips
#DeveloperTips #APIDesign #WebDevelopment #BackendDev #BuildInPublic
Follow for more tips
#DeveloperTips #APIDesign #WebDevelopment #BackendDev #BuildInPublic
October 21, 2026 at 4:00 PM
Two habits that make any API-powered app more resilient: cache what doesn't need to be live, and fall back to last known data when a call fails.
Follow for more tips
#DeveloperTips #APIDesign #WebDevelopment #BackendDev #BuildInPublic
Follow for more tips
#DeveloperTips #APIDesign #WebDevelopment #BackendDev #BuildInPublic
Before launch, test lost responses, concurrent retries, changed payloads, service restarts, and retries after completion.
**The goal is not to prevent retries. It is to make retries safe.**
#FinTech #PaymentSystems #APIDesign #DistributedSystems #UPI
**The goal is not to prevent retries. It is to make retries safe.**
#FinTech #PaymentSystems #APIDesign #DistributedSystems #UPI
October 19, 2026 at 5:36 AM
Before launch, test lost responses, concurrent retries, changed payloads, service restarts, and retries after completion.
**The goal is not to prevent retries. It is to make retries safe.**
#FinTech #PaymentSystems #APIDesign #DistributedSystems #UPI
**The goal is not to prevent retries. It is to make retries safe.**
#FinTech #PaymentSystems #APIDesign #DistributedSystems #UPI
REST standardized how services talk to each other. GraphQL standardized how clients query data. MCP is standardizing how AI models interact with tools, data, and systems.
MCP Is the New API: Model Context Protocol as the Integration Standard for the AI Era
Read the article →
#MCP #APIDesign
MCP Is the New API: Model Context Protocol as the Integration Standard for the AI Era
Read the article →
#MCP #APIDesign
October 15, 2026 at 1:01 PM
REST standardized how services talk to each other. GraphQL standardized how clients query data. MCP is standardizing how AI models interact with tools, data, and systems.
MCP Is the New API: Model Context Protocol as the Integration Standard for the AI Era
Read the article →
#MCP #APIDesign
MCP Is the New API: Model Context Protocol as the Integration Standard for the AI Era
Read the article →
#MCP #APIDesign
Design de APIs: contratos, validação e evolução
Aprenda design de APIs com contratos vivos, validação padronizada e observabilida…
https://user.dev.br/blog/estrutura-na-pratica-de-apis/
#desenvolvimentodesoftware #designdeapis #apidesign #backend #arquitetura
Aprenda design de APIs com contratos vivos, validação padronizada e observabilida…
https://user.dev.br/blog/estrutura-na-pratica-de-apis/
#desenvolvimentodesoftware #designdeapis #apidesign #backend #arquitetura
October 10, 2026 at 3:12 PM
Design de APIs: contratos, validação e evolução
Aprenda design de APIs com contratos vivos, validação padronizada e observabilida…
https://user.dev.br/blog/estrutura-na-pratica-de-apis/
#desenvolvimentodesoftware #designdeapis #apidesign #backend #arquitetura
Aprenda design de APIs com contratos vivos, validação padronizada e observabilida…
https://user.dev.br/blog/estrutura-na-pratica-de-apis/
#desenvolvimentodesoftware #designdeapis #apidesign #backend #arquitetura
401 is unauthenticated. 400 is malformed. 422 is valid JSON your rules reject.
410 is permanently gone. 404 is not there.
Your clients make decisions on these. #rest #apidesign
410 is permanently gone. 404 is not there.
Your clients make decisions on these. #rest #apidesign
October 7, 2026 at 9:01 AM
401 is unauthenticated. 400 is malformed. 422 is valid JSON your rules reject.
410 is permanently gone. 404 is not there.
Your clients make decisions on these. #rest #apidesign
410 is permanently gone. 404 is not there.
Your clients make decisions on these. #rest #apidesign
Interesting that the Prover enforces verb semantics up front. Have you tried generating OpenAPI specs from it? It could streamline version‑bump handling in our micro‑frontends. #APIdesign
September 29, 2026 at 11:08 PM
Interesting that the Prover enforces verb semantics up front. Have you tried generating OpenAPI specs from it? It could streamline version‑bump handling in our micro‑frontends. #APIdesign
max_tokens is a guillotine, not a hint
Generation stops dead at the limit, mid-sentence, and stop_reason tells you it happened.
#CCAOF #ClaudeAPI #LLM #APIDesign
Full CCAO-F explanation, free: https://navyduck.com/anthropic/ccao-f/q054-output-tokens-limit
Generation stops dead at the limit, mid-sentence, and stop_reason tells you it happened.
#CCAOF #ClaudeAPI #LLM #APIDesign
Full CCAO-F explanation, free: https://navyduck.com/anthropic/ccao-f/q054-output-tokens-limit
September 26, 2026 at 5:00 PM
max_tokens is a guillotine, not a hint
Generation stops dead at the limit, mid-sentence, and stop_reason tells you it happened.
#CCAOF #ClaudeAPI #LLM #APIDesign
Full CCAO-F explanation, free: https://navyduck.com/anthropic/ccao-f/q054-output-tokens-limit
Generation stops dead at the limit, mid-sentence, and stop_reason tells you it happened.
#CCAOF #ClaudeAPI #LLM #APIDesign
Full CCAO-F explanation, free: https://navyduck.com/anthropic/ccao-f/q054-output-tokens-limit
what am I working on when i'm not writing new material for "AI-Driven API Design" w/ O'Reilly?
I continue to run experiments to expand the functionality of my GRAIL autonomous ecosystem.
here's a peek at a possible future for my current CLI environment.
#api360 #apiDesign #genAI
I continue to run experiments to expand the functionality of my GRAIL autonomous ecosystem.
here's a peek at a possible future for my current CLI environment.
#api360 #apiDesign #genAI
September 23, 2026 at 4:30 AM
what am I working on when i'm not writing new material for "AI-Driven API Design" w/ O'Reilly?
I continue to run experiments to expand the functionality of my GRAIL autonomous ecosystem.
here's a peek at a possible future for my current CLI environment.
#api360 #apiDesign #genAI
I continue to run experiments to expand the functionality of my GRAIL autonomous ecosystem.
here's a peek at a possible future for my current CLI environment.
#api360 #apiDesign #genAI
The pattern is deliberate: managed code at the API layer, user code on the client, and no app touching secrets. Connectors share one consistent /api/... contract designed for agents to read and call.
Sarah Deitke is speaking at QCon San Francisco, Nov 16-18.
#QConSF #APIDesign
Sarah Deitke is speaking at QCon San Francisco, Nov 16-18.
#QConSF #APIDesign
September 23, 2026 at 3:02 PM
The pattern is deliberate: managed code at the API layer, user code on the client, and no app touching secrets. Connectors share one consistent /api/... contract designed for agents to read and call.
Sarah Deitke is speaking at QCon San Francisco, Nov 16-18.
#QConSF #APIDesign
Sarah Deitke is speaking at QCon San Francisco, Nov 16-18.
#QConSF #APIDesign
#API #TechnicalWriting #DevRelations #Documentation #DeveloperExperience #APIIntegration #TechDocs #SoftwareDevelopment #DevCommunity #OpenAPI #APIManagement #TechnicalCommunication #DocumentationTools #DeveloperRelations #CodeDocumentation #APIReference #TechWriting #DeveloperSupport #APIDesign
September 5, 2026 at 12:35 AM
Passing Data To APIs, three main options:
1. Path parameters are structural, they determine which endpoint you're hitting.
2. Query parameters are modifiers, they change how the endpoint behaves.
3. Request body is payload, it's the data you're actually working with.
#APIDesign
1. Path parameters are structural, they determine which endpoint you're hitting.
2. Query parameters are modifiers, they change how the endpoint behaves.
3. Request body is payload, it's the data you're actually working with.
#APIDesign
September 1, 2026 at 9:00 AM
Passing Data To APIs, three main options:
1. Path parameters are structural, they determine which endpoint you're hitting.
2. Query parameters are modifiers, they change how the endpoint behaves.
3. Request body is payload, it's the data you're actually working with.
#APIDesign
1. Path parameters are structural, they determine which endpoint you're hitting.
2. Query parameters are modifiers, they change how the endpoint behaves.
3. Request body is payload, it's the data you're actually working with.
#APIDesign
Waiting to board the first leg of my flight to California (CVG-DTW-SFO) for this week's #apiWorld.
#api360 #apiDesign #genAI
#api360 #apiDesign #genAI
August 31, 2026 at 5:14 PM
Waiting to board the first leg of my flight to California (CVG-DTW-SFO) for this week's #apiWorld.
#api360 #apiDesign #genAI
#api360 #apiDesign #genAI
By the numbers:
5 HTTP error codes defined: 400, 401, 403, 404, 429
Default response limit: 5 notes per API call
Example collection: 42 notes total
Current API version: v1
#omnicanvasnotes #api #httpstatuscodes #apidesign #digitalworkspace
5 HTTP error codes defined: 400, 401, 403, 404, 429
Default response limit: 5 notes per API call
Example collection: 42 notes total
Current API version: v1
#omnicanvasnotes #api #httpstatuscodes #apidesign #digitalworkspace
August 21, 2026 at 1:20 AM
By the numbers:
5 HTTP error codes defined: 400, 401, 403, 404, 429
Default response limit: 5 notes per API call
Example collection: 42 notes total
Current API version: v1
#omnicanvasnotes #api #httpstatuscodes #apidesign #digitalworkspace
5 HTTP error codes defined: 400, 401, 403, 404, 429
Default response limit: 5 notes per API call
Example collection: 42 notes total
Current API version: v1
#omnicanvasnotes #api #httpstatuscodes #apidesign #digitalworkspace