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Perplexity Decider v1.3: Training, eval, and use cases(perplexity.ai)
92 points by gmays | 19 comments
Perplexity Research blog post announcing Decider v1.3 and Decider Flash v1.3 open-weight decision/classifier models, explaining their training, evaluation, and internal use.
A thousand fewer paths to root(openai.com)
455 points by dangelosaurus | 331 comments
OpenAI publication describing an autonomous AI pipeline that found, exploited, and generated patches for 948 Linux kernel local privilege escalation vulnerabilities for about $1.2M in API costs.
A Critique of GPUI(blog.zortax.de)
117 points by ByteAtATime | 91 comments
A blog post critiquing the state models of Rust GUI frameworks GPUI and egui, arguing with benchmarks that signal-based run-once components scale better for complex desktop apps.
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Career Development: What It Means to Be a Manager, Director, or VP (2015)(kellblog.com)
502 points by AnhTho_FR | 227 comments
A 2015 Kellblog post by Dave Kellogg explaining what it really means to be a manager, director, or VP, and critiquing job leveling practices.
Writing a good Claude.md(humanlayer.dev)
679 points by objcts | 263 comments
HumanLayer blog post by Kyle Mistele giving guidance on writing an effective CLAUDE.md (or AGENTS.md) file to give coding agents context about a codebase.
What Is PID 0?(blog.dave.tf)
344 points by todsacerdoti | 56 comments
Blog post by David Anderson explaining what PID 0 is in Unix/Linux, why it is hidden from userspace, and its role in booting and idle scheduling.
Making a €40 USB-C hub work as a Nintendo Switch 2 dock(blog.nozomi.space)
126 points by mkopec | 43 comments
A blog post describing reverse-engineering USB-PD vendor messages and patching hub firmware so a €40 Cable Matters USB-C hub works as a Nintendo Switch 2 dock with HDR.
What happens when you make a move in lichess.org?(davidreis.me)
333 points by dreis_sw | 135 comments
Blog post examining the network traffic and backend processes, including WebSocket connections, triggered when a player makes a move on lichess.org.
Killing Community(marginalia.nu)
495 points by dasil003 | 350 comments
A Marginalia weblog post arguing that venture-capital-funded social media inevitably degrades online communities, citing the 2023 Reddit controversy.












