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How DoorDash Built Scalable Food Metadata Using LLM Juries, Context Optimization, and Multimodal AI

How DoorDash built reliable food metadata at scale using AI, LLM jury, context-optimization agents, and distributed inference.

Insighttechnologybusinessai/ml engineering

careersatdoordash.com·Hacker News: Front Page·3d ago·10 min read

Building a Local LLM-as-Judge Pipeline for Curating Travel Destination Images

technologytravel

Shared by @hacker.at.thenote.app ↗

hackernoon.com7d ago

How fal.ai Achieved 16x Throughput on Qwen3.6 Using DSpark for Ideogram V4 Prompt Expansion

Insighttechnologyprogramming

Shared by @maharshii ↗

blog.fal.ai8d ago

vLLM-Omni: Serving Qwen3-Omni with a Multi-Stage Pipeline for Multimodal Speech Generation

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Shared by @vllm_project ↗

vllm.ai13d ago

Five Architectural Patterns for MCP Servers in LLM-Integrated Applications

The Model Context Protocol (MCP), introduced by Anthropic in November 2024, defines a standardized interface for connecting large language models (LLMs) to external tools, data sources, and services. Within months of release, hundreds of community-built M

Insighttechnologyprogrammingsoftware architecture

arxiv.org·Twitter AI (high signal)·16d ago·2 min read

Testing AI Agent Resilience: A Chaos Engineering Approach to Production Failures

An AI agent that's flawless in the demo can still fall apart the first time a tool fails in production: a timeout, a network error, a response that comes back corrupted. The fix isn't a smarter model. It's testing the agent against those failures on purpo

technologysoftware engineeringprogramming

dev.to·Tech by Flipboard·18d ago·9 min read

Substrate Seeks Harness Engineer for AI-Powered Healthcare Claims Processing

About Substrate Substrate ( is building the world’s first AI native BPO, starting with healthcare RCM. We’re focused on helping healthcare enterprises like physician groups, EMR providers, and BPOs accelerate AR, and get reimbursed quick

technologybusinesshealthcare technology

ycombinator.com·Hacker News: Front Page·3mo ago·3 min read

Trellis AI Seeks Forward Deployed Engineer to Build Healthcare AI Agents

technologybusiness

ycombinator.com8mo ago