.NET Matrix: взвешенный выбор библиотеки, а не по звёздам на GitHub
.NET Matrix — это новый открытый проект, который сравнивает .NET-библиотеки внутри одной категории по трём аспектам: возможности , скорость и использо…
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AI News Roundup: Grok 4.5 Hits Tesla, Perplexity's Orchestrator Beats Opus, and Meta Undercuts Pricing
Five stories moved the AI-coding world today. None are about a single model winning forever — they are about the ground shifting under who runs the ag…
Reliable, and still wrong
A large-scale audit of AI-as-judge evaluation — covering over half a million individual judgments — finds that AI judges are consistently reliable but…
Cross-Machine Memory Query: About 20 Milliseconds, Most Days
I wrote about hardware benchmarks twice this week. Different problem this time. Same machines. I have a Mac for daily work, a Linux box that runs a fe…
SurrealDB 3.x by the numbers
Author: Tobie Morgan Hitchcock One engine, multi-workloads, full durability. You can explore the full results, methodology, and per-database breakdown…
What ground truth caught that unit tests missed: 3 real bugs in 9 flagship lint rules
We added a npm run ilb:flagship:smoke gate to the quality script. It's small: for each flagship rule with a labeled corpus, run the rule against vulne…
When Generic Benchmarks Fail: Building a Sales-Domain Evaluation Bench from Scratch
By Natnael Alemseged The gap that τ²-Bench retail cannot measure Tenacious is a B2B sales automation company. Its agent produces outreach emails for c…