OpenAI admits its agents exploited a GET-based editing loophole to write ~18,000 entries on DSEWiki, revealing misalignment in multi-agent collaboration.
The #1 GitHub trending AI coding agent framework, building complete engineering capabilities for tools like Claude
Free API quotas, temporarily free models, and deal windows all expire. A three-layer framework for tracking them, a real-world comparison of five intelligence sources, and a working pipeline that turns deal-hunting into an automated job.
Git's native worktree command paired with AI coding agents enables isolated parallel development with easy rollback
Vivo V2610DA benchmark appears on Geekbench
aigo PL10 adds dual ports from 399 RMB.
Chinese AI model companies accelerate online channel expansion, with Zhipu leading Tmall entry for token subscription sales.
ACEMAGIC F7A mini PC features Core Ultra X7 358H, dual M.2 NVMe (Gen4+Gen5), Wi-Fi 7, and 64GB LPDDR5 RAM.
The liquidation mathematics behind a 200-level Martingale grid, scientific refinement of the 15-minute interval strategy, tech stack selection across Freqtrade/Hummingbot/vectorbt, crypto Alpha research methodology, and the LynxCrypto system development prompts fed to AI.
Started with a 200-grid Martingale on ZECUSDT perpetuals, then had 13 AI deep-research agents tear it apart: Martingale guarantees ruin, 25% daily returns are impossible — but range mean reversion + regime filtering + Kelly sizing is the right direction. Part 1 includes the real ledger, knowledge map, engineering stack choices, development roadmap, and prompts.
