What Is Thinkwee's Blog?

Updated

Thinkwee's Blog (thinkwee.top) is a personal English-language blog written under the name Thinkwee, with the tagline "Failed Better." Its content focuses on large language models (LLMs), agents, and reasoning, published as long-form research notes and project write-ups. The homepage lists 56 posts across 9 categories and 66 tags, with navigation for Home, About, Archives, and Search, plus links to GitHub, E-Mail, Twitter, and Google Scholar.

What the site covers

The blog's recent output centers on LLM research and hands-on agent building. The homepage's featured posts, newest first:

Post Date Topic
Lessons from Burning 1.7B tokens: Harnessing Personal Agent 2026-04-26 Practical notes on Agent Harness from building HiMe
HiMe: A Personal Health Agent in the Wild 2026-04-25 Introducing HiMe, a personal health agent
Deep Data Research — Database as Hunting Ground, LLMs as Hunters 2025-11-30 Introducing DDR-Bench, evaluating deep data research in LLMs
(Welcome) to the Era of Wild 2025-10-05 Connecting ideas across the field
Towards General Reasoning 2025-09-13 Assessing progress toward general reasoning
Scaling the Environment 2025-07-17 What "scaling the environment" means
What is the Next Step for Scaling in the Era of RL for LLM? 2025-07-15 Scaling directions in the RL-for-LLM era
LLM Reasoning in 2025 2025-05-30 State of LLM reasoning in early 2025
[Some Questions asking Myself 2025.5] 2025-05-21 Personal question series on LLM progress

The posts are substantial: the Agent Harness piece runs about 26k words (≈23 minutes), and "Towards General Reasoning" is similarly long. Shorter entries, such as "LLM Reasoning in 2025," run about 1.3k words.

Who it's for

The site suits readers who want detailed, first-person research notes rather than news summaries — for example, someone building a personal agent who wants practical harness lessons, or a reader tracking benchmark design for data-research tasks. Project names like HiMe, DDR-Bench, iAgents, and NOVER appear in the site navigation, suggesting the blog doubles as a home for the author's own projects.

How to use it

  • Start at the homepage for the newest posts; the most recent entries (April 2026) cover agent building directly.
  • Use Archives to browse by date, or Search to find a specific topic.
  • Check the About page for background on the author.
  • Follow the GitHub, Twitter, or Google Scholar links if you want the code or academic context behind a post.

The site does not state pricing or login requirements, so treat access details as unconfirmed until you visit.