Gemini Models Gain Agentic Video Understanding with Up to 88% Fewer Tokens
Google's latest Gemini models can now analyze videos with better accuracy while using up to 88% fewer tokens, enabling more efficient agentic video understandin…
Meta Launches Muse Voice Transcribe: Real-Time Audio Perception Model Now Available
Meta's Muse Voice Transcribe, a real-time audio perception model from Meta Superintelligence Labs, is now available via Meta Model API, Meta AI for Mac, and Mus…
Meta's Muse Voice Transcribe Reaches Pareto Frontier in Speed-Accuracy Trade-off
Meta Superintelligence Labs' Muse Voice Transcribe, a real-time audio perception model, uses adaptive delay to reach the Pareto frontier in the speed-accuracy t…
Meta Superintelligence Labs Unveils Muse Voice Transcribe, a Real-Time Audio Perception Model
Meta Superintelligence Labs introduces Muse Voice Transcribe, a real-time audio perception model with streaming ASR, 20+ speaker diarization, endpointing, and m…
LiteLLM Adds Modality- and Context-Window-Based Auto-Routing
LiteLLM now classifies each input by modality and context window, automatically routing to the best-suited model and rerouting to capable models when needed.
AI Coding Agents: There Are Probably Better Ways to Do This
A developer reflects on AI coding agent workflows, suggesting that using a subagent tool in code mode may not be the best approach and that there are likely bet…
Experiment Idea: Plugging a Subagent Tool into Code Mode
A developer floats an experiment: writing a plugin to route the subagent tool into Code mode, and wondering what would happen.
A Practical Tip: Use AI Agents to Codify Desired Behaviors into Tests
A developer shares a workflow idea: after building with an AI agent, spend a final phase explicitly telling the agent which behaviors should be codified into te…
AI Agents Debug Differently: Test All Hypotheses at Once
Unlike humans, who debug by checking one obvious cause at a time, AI agents can generate all possible causes, instrument the code, and run it once to find the r…
Why AI Agents That Keep Rewriting Tests May Be a Red Flag
A developer shares a suspicion about AI coding agents: good tests rarely change, yet agents keep modifying tests while working—essentially writing the same code…