Fresh stories
Briefs forMay 11
Top storiesthis week
Codex app adds /goal for long-running React Doctor and iOS runs
OpenAI staff said /goal is now available in the Codex app, and users posted long-running runs that fixed React Doctor scores, built iOS features, and queued weekend tasks. The update moves Codex from CLI-only planning to persistent, steerable work sessions.
DFlash adds Qwen3-8B speculator with 82.2% first-token acceptance
Posts said Qwen3-8B now has a DFlash speculator with 82.2% first-token acceptance and 3.74 accepted tokens per step, alongside broader DFlash claims of over 6x lossless acceleration. It matters because the release turns a decoding paper into a concrete speculative-inference artifact engineers can test against existing Qwen stacks.
Local users report DeepSeek V4 Flash, Qwen 3.6, and Gemma 4 at 40-200 tok/s on Macs and 3090s
Developers posted new local-model measurements for DS4, Qwen 3.6, and Gemma 4: about 40 tok/s on an M3 Ultra, 70+ tok/s on MacBooks with MPS, and 120-200 tok/s for Qwen3.6-27B on a single RTX 3090. The numbers suggest coding-capable local runs are moving from demos toward regular use.
Gemma 4 MTP benchmarks 138 tok/s in llama.cpp on M5 Max
Community ports brought Gemma 4 multi-token prediction into llama.cpp and MLX Swift, with one M5 Max report moving from 97 to 138 tok/s and another showing 30-40% faster decoding. The gains extend MTP into local runtimes used for on-device coding and long-context work.
GPT-5.5 vs Opus 4.7: users compare plan mode, frontend output, and 120K-context use
User posts and HN threads compared GPT-5.5 and Opus 4.7 across plan mode, frontend work, and 120K-context sessions. The split results mean token burn and instruction discipline matter as much as raw benchmark scores.
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Skills Spotlighttop by stars
comfyui
Generate images, video, and audio with ComfyUI — install, launch, manage nodes/models, run workflows with parameter injection. Uses the official comfy-cli for lifecycle and direct REST/WebSocket API for execution.
hyperframes
Create HTML-based video compositions, animated title cards, social overlays, captioned talking-head videos, audio-reactive visuals, and shader transitions using HyperFrames. HTML is the source of truth for video. Use when the user wants a rendered MP4/WebM from an HTML composition, wants to animate text/logos/charts over media, needs captions synced to audio, wants TTS narration, or wants to convert a website into a video.
kanban-orchestrator
Decomposition playbook + specialist-roster conventions + anti-temptation rules for an orchestrator profile routing work through Kanban. The "don't do the work yourself" rule and the basic lifecycle are auto-injected into every kanban worker's system prompt; this skill is the deeper playbook when you're specifically playing the orchestrator role.