Perplexity has open-sourced Lily, a local inference runtime for Apple silicon that uses custom Metal kernels to run Qwen-based models, enabling faster processing of local files with fewer cloud tokens…
Perplexity has open-sourced Lily, a Rust and Metal local inference engine that outperforms Apple's MLX framework by 1.35x on decode throughput for Qwen3.6-35B-A3B on Mac, with prefill speeds of 4,156 …
Perplexity announced it will open source Lily, a local AI engine built for Apple silicon and the Qwen3.6-35B-A3B model, which uses a Rust runtime and custom Metal kernels without PyTorch or MLX. Perpl…
Perplexity has open sourced Lily, a Rust and Metal inference engine for Qwen3.6-35B-A3B on Apple Silicon, achieving a 77.4% prefill speedup via fused grouped GEMM and an 89% gain from GPU-only routing…
Lily, an engineer running a ¥1.2M/month autonomous platform, discovered that editing a launchd plist file did not change the running job's timeout because launchd freezes environment variables at boot…
Lily, a developer who rebuilt her income to ¥1.2M/month after a layoff, created a 46-line shell script called resume-on-ratelimit.sh to automatically resume Claude Code sessions after rate limit block…
A developer who built an autonomous Claude Code environment generating ¥1.2M a month has created a weekly automated curation system to combat 'skill rot' in Claude Code's auto-generated skills. The sy…