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How to evaluate AI API credit promotions (2026 Black Friday edition)
If you are running side projects or small products on top of LLM APIs, November is usually when the …
If a company allows AI for dev but not interviews, it misrepresents the job
I recently did an interview with ClickHouse for a Senior Software Engineer position. I was asked to …
Context economics — the 99.2 %
Rule for this document: no figure is written by hand. Each one carries the command or the archivo:lí…
AI Designed the Protein. Does It Stay Folded?
If an AI model gives you a convincing protein design, I’d want to know what happens once someone act…
Connecting Construction AIoT With Enterprise Software: BIM, ERP, CMMS, and Project Controls
A connected construction site can generate large amounts of operational data. Equipment produces act…
Evaluating Machine Learning in Security Products: A Framework
A detection arrives with a score of 0.93. Your SOAR playbook isolates the host because someone set t…
在 osFoundry 裡幫 AI 代理分配部門和職責，你只要檢查和核准
跟 AI 代理開一個對話，處理單一任務很好用。但持續性的工作就不一樣了。每週的進度報告、每次上市都要發的新聞稿、每天的競品追蹤：每一項都需要有人負責、要照排程執行，而那些無法反悔的步驟，例如寄 ema…
Open-Source AI Tools Worth Knowing in 2026
Open source in AI doesn't mean "no cost." It means you can inspect, run, and often modify the softwa…
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Building AI Senatus: Designing for Slow Deliberation When Drafts Arrive Instantly — What Worked, What Broke
Drafting used to be the slow part of policy. A proposal took weeks to write, and that delay quietly …
Bluesky This Week — trending topics & AI brand mentions (2026-11-09)
Bluesky This Week — 2026-11-09 A weekly snapshot of what's happening on Bluesky, pulled from the o…
From Fun Art to Finished Product: The Four Anti-Stall Scripts That Closed 36 of 39 Gaps**
I still have the screenshot of the rejection. Adobe Stock bounced a batch of 12 vectors because my C…