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  1. By this August, our team had been writing code with AI for more than half a year.

  2. Introduction Last week, I burned through 7 days' worth of quota in a single day while using the Kimi K3 model on Kimi's Allegreto plan.

  3. This article was last updated on July 27, 2026.

  4. People are arguing again about whether prompts should use HTML or Markdown.

  5. Introduction I gotta say, DeepSeek-V4 is cheap, works great, and has a long context window.

  6. Introduction In this article, I want to walk you through how I introduced a reflection mechanism into the OpenSpec workflow inside OpenCode, and how that dramatically improved the quality of AI-generated code.

  7. This article was last updated on July 23, 2026.

  8. Introduction Enterprise-grade agentic systems have fallen way behind the desktop agent apps that everyone's been buzzing about lately.

  9. Introduction In this weekend note, we keep talking about how to build long-term memory for an agent with RedisVL.

  10. Introduction For this weekend note, I want to share some tries I made using RedisVL to add short-term and long-term memory to my agent system.

  11. Introduction The recent incident where Tencent’s Yuanbao AI insulted users once again shows that no matter how powerful an agent is, you must set up compliance guardrails and carefully review its inputs and outputs before going live.

  12. This weekend note is a bit late because Phase One of my Deep Data Analyst project failed for now.

  13. Update: After version python-1.0.0b260114, MAF made big changes to the response_format related APIs, but the official docs haven’t been updated yet.

  14. Introduction For enterprise-level agent applications, the best way to safely run code generated by agents is to use containerization.

  15. Disclaimer: This post contains affiliate links to Coursera.