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OpenAI offers free daily API tokens (up to 2.5M tokens for lighter models) through its data sharing program, accessible by toggling a setting in the dashboard; the trade-off is that prompts and outputs may be used for training.
A developer shares a curated list of software engineering book recommendations, including titles on AI engineering, distributed systems, and refactoring, and promotes their own book.
Boris Cherny recommends using auto mode in Claude Code for parallel sessions, and ClaudeDevs announces that auto mode is now available on the Pro plan and supports Sonnet 4.6 and Opus 4.7.
Raymond Chen explains that COM STA threads are required to pump messages only when idle; code that is always busy doesn't need an explicit message loop, but COM still creates a hidden window that requires pumping when the thread becomes idle to avoid jamming window broadcasts.
Charlie Marsh shares a personal goal of finding simple one-line optimizations that can speed up a parser by 20-30%.
Karpathy's four rules for coding accuracy improved performance from 65% to 94%, and a GitHub resource compiling 21 rules has attracted 82,000 followers.
This tweet analyzes the secret to getting stars for open-source projects, pointing out that the key lies in building identity recognition early in big accounts' comment sections, not just code quality. The author uses their OpenSeek and WhaleBro's DeepSeek-TUI as examples to illustrate the importance of reach and subsequent commercialization.
A developer describes his workflow for reviewing pull requests using git commands like range-diff and log -p to work around web-based UI deficiencies.