Tweets From Thariq  🔗 **Source:** [Tweets From Thariq](https://twitter.com/trq212) ## Highlights - https://t.co/Ljzw0lmvao ([View Tweet](https://x.com/trq212/status/2044548257058328723)) - I edited the intro because I realized I buried the lede originally- The 1M context window is a double-edged sword. It allows Claude to do more complex tasks but it can also leads to more context pollution if you don't manage your session well. This is how you do that: https://t.co/nVWS6cIwO2 ([View Tweet](https://x.com/trq212/status/2044653083817660431)) - https://t.co/MXt5XS4xBX ([View Tweet](https://x.com/trq212/status/2052809885763747935)) - https://t.co/R6exTuF7P8 ([View Tweet](https://x.com/trq212/status/2061907337154367865)) - https://t.co/hPiZr1kG7r ([View Tweet](https://x.com/trq212/status/2073100352921215386)) - We removed ~80% of the Claude Code system prompt for our newest models, this is what we've learned about writing system prompts, skills and Claude.MDs for them. https://t.co/6DZwSrZjE9 ([View Tweet](https://x.com/trq212/status/2080710971228918066)) - Watermarking without quality loss is a bit unintuitive, doesn't feel like it should work. I made this artifact with Claude to help me understand how it works, sharing in case it's helpful. https://t.co/ALReoOH6tB https://t.co/hEPeCHgGRM ([View Tweet](https://x.com/trq212/status/2088721023223132213)) - We're adding support for AGENTS.md to Claude Code. Starting today in version 2.1.277, if there is no CLAUDE.md in a folder, Claude will check for and use AGENTS.md. You can toggle this behavior in /config. ([View Tweet](https://x.com/trq212/status/2101009392611278961)) - What is effort really? When do you change it it and why not just use max effort for everything? I dove deep into this problem, looking into evals and doing my own tests and I was quite surprised by the results. https://t.co/KO2D51j34H ([View Tweet](https://x.com/trq212/status/2103576349499855160))