Realistic photography: a modern AI data center corridor with GPU server racks on both sides, blue and amber status LEDs, cool blue-tinted deep perspective composition

DeepSeek's Price Increase Goes Beyond GPU Costs

TL;DR: On August 6, 2026, DeepSeek announced that it plans to raise API prices. No single cause: cost pass-through, user filtering, expectation management, free marketing, a shift to value-based pricing, and open-source ecosystem pressure all point at the same move. Rising compute costs are real, but they don’t explain the timing or the form of the announcement. The market is largely moving from winning share with low prices toward value-based pricing, and seven falsifiable signals before the official plan will confirm or overturn this post’s inferences. ...

2026-08-07 · 8 min · Alex Wang
A terminal window emitting four data streams: stock quotes, GDP curves, corporate info, academic papers, all flowing from a single source

kdatasrc-helper: Let AI Agents Query Financial Data Directly

Problem: Data Sources Exist, But Agents Can’t Use Them kimi CLI’s datasource plugin is a good piece of work. A-share, HK, and US stock quotes, macroeconomic indicators, corporate registries, and academic papers: six data sources covering most day-to-day investment research needs. Install it, type one command in kimi, and you get results. But I work in opencode, not directly in kimi. When an AI agent needs to query financial data, a few things get in the way. ...

2026-06-21 · 4 min · Alex Wang