Mmastodon TechnologyAI first seen 14 h ago, last 14 h ago, peak #1
AI apps move beyond simple request-response pipelines
Original: AI applications are no longer just: Request ↓ AI Model ↓ Response Real-world AI applications often involve multiple step
Developers are highlighting that modern AI applications no longer follow a simple request-to-response flow. Real-world systems now chain multiple steps: user request, AI analysis, external API calls, database operations, human approval and final action. The discussion focuses on what happens when things go wrong mid-chain, such as an AI API failure or an application crash, and how to handle recovery in these multi-step workflows.
Why now: Practitioners are debating reliability and error handling as AI systems become complex multi-step pipelines rather than single model calls.
AI applicationsHackadaydevelopers
Evidence
- AI applications are no longer just: Request ↓ AI Model ↓ Response Real-world AI applications often involve multiple steps: User Request ↓ AI Analysis ↓ External API ↓ Database ↓ Human Approval ↓ Final Action But what happens if the AI API fails? What if the application crashes… · hackaday@www.urbanmind.net · 3
API: https://socialmediatrends-api.osmike.com/v1/trends/1065057