In September 2024, linux.do circulated 5 ad-free ultra-HD streaming sites. Two years later, each was re-tested: survival rate 2/5. An additional 55 sites were tested for a full ecosystem overview, with source tracing and survival analysis: 34 active, 8 partially dead, 13 fully dead. Includes a complete hyperlink table and the economics of content aggregation.
In the previous post, 107 AI agents selected Odoo Community + l10n_cn. This part covers execution: retiring ERPNext v15 six-container setup from port 8090, replacing it with Odoo 18 + PostgreSQL in a single compose file, mounting config/addons/data volumes at three points, auto-generating the small-business accounting standard chart of accounts, setting up 13%/9%/6%/3% VAT rates, and producing trial balance with auto bookkeeping entries on the first expense voucher. Full Chinese UI. For e-invoices and Golden Tax, only an external paid tier is available — all pitfalls are documented.
107 parallel AI agents searching, fetching sources, and voting adversarially — plus a hands-on audit of the ERPNext China localization plugin running on my own server — comparing jshERP, Odoo Community + l10n_cn, and ERPNext down to the source code. Verdict: only Odoo Community has a real double-entry general ledger and a Chinese chart of accounts; jshERP's finance is a cash-flow ledger; ERPNext has zero China finance localization and its plugin has been dormant 8.5 months. What to do about marketing features and cracked Enterprise — solutions at the end.
Can open-source finance systems plus AI fully replace your contracted bookkeeping agency in China? A 134-agent parallel research run with adversarial verification: 80-90% of bookkeeping is automatable, but filing submission and legal liability have no API. Small-scale taxpayers: 60-75% end-to-end replacement, 2-4 hours/month steady state. Recommended stack: Beancount + e-invoice XML + three-gate LLM pipeline.
Findings from 122 AI sub-agents across two verification rounds: Discord still ships no built-in translation as of 2026 (the only 3 'translate' hits in the March 6, 2026 patch notes are CSS properties). Desktop: Vencord's Translate plugin works zero-config via a free Google endpoint (tested live). Browser: Immersive Translate is the only mature vehicle for custom LLM endpoints (28 engines incl. Custom API). Free-riders: Greasy Fork userscripts hitting Google's keyless gtx endpoint. Server-wide: open-discord-translator self-hosted or BabelBot managed. Full comparison table plus dead-repo warnings.
Xiaomi MiMo team launches next-gen inference architecture optimizing KV cache and compute for long-context agent scenarios.
Xiaomi's new long-context attention architecture cuts Prefill compute by 80% and KV Cache to 2.7GB
Microsoft releases VS Code 1.139 with focus on AI Agent remote development and large-scale session performance
The Trump administration claims China orchestrates AI opposition, DOJ warns of criminal liability.
Thermal Grizzly launches stainless steel cold plate supporting Intel LGA1954 and AMD AM5 platforms.
