Top Tweets for #apiDesign
Your app works on office Wi-Fi. Your users are on 3G.
Build for them:
1. Shrink payloads (fields, pagination, Brotli)
2. Expect drops (timeouts, backoff, offline queue)
3. Cache with ETag → 304 Not Modified
#BackendDev #APIDesign

A person clicks a button. An agent acts for them. A cron job fires on its own.
Log all three under one shared API key, and you can't tell which one made the change.
Give each actor its own identity in the log.
#JEBREX #AIAgents #AIGovernance #APIDesign #SystemIntegration
Platform Engineering: Building Tools for Other Engineers
Day 6 - Abstraction levels
Good platform abstractions hide the toil. Bad ones hide the control.
https://t.co/DfXjMroFAl
#PlatformEngineering #Abstraction #SoftwareArchitecture #DeveloperExperience #APIDesign

@pamelafox @OpenAI Tip 3 makes ChatGPT the first reader in history to enforce a word limit on developer docs. Somewhere a 900-word description for list_files is finally meeting an editor. #APIdesign
Retries can create duplicate payments or orders.
Before retrying a request, consider idempotency.
Reliable APIs must handle repeated requests safely.
#SystemDesign #APIDesign #BackendDevelopment
Why API-Key-Per-Tenant Is the Wrong Pattern for Multi-Tenant Weather Apps (And What to Build Instead): Giving each tenant their own WeatherAPI key creates quota, caching, and… dlvr.it/TW0YhW #APIDesign #MultiTenant #WeatherApps #CloudArchitecture #SoftwareDevelopment
Gemini 3.8 Live handles voice agents at low latency, no reasoning delay.
Need real reasoning mid-call? That's a separate ID: gemini-3.8-live-extended-thinking.
Reasoning isn't a toggle - it's a model you pick upfront.
#JEBREX #Gemini #ReasoningModels #AIModels #APIDesign
Google Cloud API Gateway added MCP support in Public Preview Sept 24, capped at 1,000 tools.
AWS AgentCore Gateway does the same with APIs and Lambda functions.
Check the gateway before building a custom MCP server.
#JEBREX #MCP #APIDesign #CloudComputing #AIInfrastructure
I’ve uploaded a new YouTube video. I’d appreciate your feedback and suggestions. Thank you!
Watch here:
https://t.co/Sbbfge2GDV
#APIDesign #APIs #RESTAPI #SoftwareEngineering #WebDevelopment #BackendDevelopment #SystemDesign #Programming #Tech
API design question:
An operation can take 2 minutes.
Would you expose it as:
"POST /operation"
and keep the connection open?
Or:
"POST /operation → 202"
then poll/webhook for completion?
What would drive your decision?
#APIDesign #SystemDesign
Day 61/300
Started mapping the FindSpace API, then hit gaps and outdated requirements.
"User Stories, Requirements, ERD & API design" aren’t linear. They’re iterative.
Tomorrow: 61 days in — lessons, fears, and what’s next.
#buildinpublic #backend #apidesign #61DaysOfCode

20 identical payment requests. 1 idempotency key. 16 charges. All 20 callers got a 201. Twelve API design patterns on Azure, and the one where a green test suite tells you the least. https://t.co/5wtIRqhmSR #azure #apidesign
A producer changes a field from:
""amount": "100.00""
to:
""amount": 100.00"
Seems harmless.
Until a downstream consumer treats the value as a string and fails.
The JSON is still valid.
The contract is broken.
Valid syntax doesn't guarantee compatible data.
#APIDesign #SystemDesign #BackendEngineering
An AI agent can return 200 OK and still do the wrong thing. Production agents need intent tracking, idempotency, postconditions, and verified outcomes.
#aiagents #apidesign...Show more

Middleware between two systems with conflicting data models doesn't pick one. It invents a third, buried in mapping code nobody owns.
That's not integration. It's undocumented debt.
#JEBREX #SystemIntegration #DataQuality #APIDesign #Interoperability
If your API responses return 500 Generic Error instead of a structured JSON error object, your frontend developers are flying blind. Always return actionable error codes. 🌐 What’s your preferred error-handling structure? #APIDesign #WebDevelopment #ClywellTech
Build focus: Validate API responses ⚙️
A green node is not enough; I verify that the response contains the expected post ID.
Success means the contract was fulfilled.
#BuildInPublic #APIDesign
A lab-verified Prisma scenario where forced update fields and mutation projection policy make a valid 200 response semantically wrong.
#prisma #apidesign...Show more

Revitalize old software! Great internal APIs, especially for agents, can transform 4% growth into over 20%. Treat software as infrastructure with excellent APIs to unlock new possibilities and agent-driven experiences. #APIDesign #TechInnovation
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