A developer at Workstyle Tech found that diffusion-based TTS, which generates voices from text captions alone, was too slow for real-time conversations, measuring a 2.5x slower RTF compared to a pre-t…
A developer from Workstyle Tech documented 16 common pitfalls encountered while building browser-based voice AI interactions, including echo cancellation issues, audio processing quirks, and headless …
A developer at Workstyle Tech documented how Next.js API routes proxying requests to a FastAPI inference service returned 502 errors during long-running audio generation because the global fetch (undi…
A developer at Workstyle Tech introduced a method for reviewing UI fidelity to custom designs using multiple independent AI agents. The approach divides review criteria into axes such as layout struct…
A developer from Workstyle Tech shared tips for running background ML inference services on macOS, highlighting pitfalls such as missing GNU coreutils commands and locale-related errors. The post reco…
An engineer at Workstyle Tech detailed a method for distributing large machine learning assets, such as precomputed features and model weights, to a separate server using tar, scp, and MD5 checksums. …