Tag: workflows-and-agents
All the articles with the tag "workflows-and-agents".
Agent-Reflex Teaches AI Agents to Catch Their Own Mistakes
Researchers from Renmin University of China built Agent-Reflex, a training framework that teaches LLM agents to reflect on noisy tool feedback and user corrections. Built on Qwen3-8B, it scores 58.6 overall on five long-horizon tool-use benchmarks and 29.1 on AgentNoiseBench, beating existing environment-scaling and reflection baselines.
ESP32 iPhone Agent Lets AI Models Control a Real iPhone for $7
An open-source project called esp32-iphone-agent uses a $7 ESP32-S3 board and AirPlay mirroring to let any OpenAI-compatible vision model operate a real iPhone — no Mac, no developer account, no jailbreak required. It has 1,862 GitHub stars.
Consus (YC F24) Launches LLM Gateway Built for ITAR and CUI Compliance
Consus, a YC F24 startup, launched an LLM gateway that routes AI requests to ITAR-restricted, CUI-compliant infrastructure and has completed a FedRAMP High equivalency audit against 410 controls, aiming to help aerospace and defense companies adopt AI safely.
New Tool Tracks How AI Leaders' Public Statements Change Over Time
Blumify.io launched a people-tracking feature that logs quotes from AI leaders like Sam Altman to show how their stated views shift, sparking HN debate over sourcing rigor and selection bias.