Three LLMs converted the same 10 Japanese scene briefs into Anima (Qwen-DiT) prompts, generated as 60 fixed-seed images on an M1 Max with a merged 3-character LoRA. The Qwen-to-Qwen affinity hypothesis did not survive; a strict formatter brief with character-count locks is what actually moved the results, and two failure modes survive any prompt.
Codex's logs_2.sqlite wrote ~37TB to an SSD in 21 days, per a GitHub issue. Cause: TRACE logs and SQLite WAL write amplification, the two June 22 fix PRs, and what to check.
Codex printed 'Selected model is at capacity. Please try a different model.' mid-task. It's model-side serving capacity, not context length, and the same thread resumed after a continue prompt — with the OpenAI maintainer's explanation (issue #17014) and which related issues stay open.
Tested MinishLab/semble on a 1595-md Astro blog: warm bm25 returns symbol definitions in 0.84s, hybrid mode loses `seasonalBanner` to the article corpus.
oMLX 0.3.9.dev2 release notes from the angle of Codex/Copilot on Mac local LLMs: Gemma 4 VLM MTP, DFlash, omlx launch copilot, SSD KV cache — what each changes for agent workflows.
From v2 to v3 of Kana Chat, an AI agent built around official CLI wrappers. The story of stepping back from the DIY OpenClaw direction and pivoting toward a blog pipeline that quickly drafts the daily flood of AI news and papers.
OpenAI published a full investigation into why GPT-5.1+ kept inserting goblin and gremlin metaphors, tracing the cause from a Nerdy persona's reward signal through SFT data contamination to a Codex developer prompt suppression.
ZDI-26-305 discloses a sandbox bypass in OpenAI Codex. Processing a repository containing malicious JavaScript can lead to code execution under the user's privileges outside the sandbox.
Google launched Android CLI v0.7 preview on April 16, 2026. Subcommands like android create/run/skills/docs, combined with Android Knowledge Base and Android Skills, let any agent (Gemini CLI, Claude Code, Codex) drive Android development through a standardized interface.
