Shares
Curated links, videos, and posts worth sharing — with personal commentary
The End of Coding: Andrej Karpathy on Agents, AutoResearch, and the Loopy Era of AI
Engaging listen with Andrej Karpathy on AI's future. Maximizing these tools is crucial—users could see 10X results. It’s about effort and continuous learning, but the journey is just starting.
Muhammad Ayan (@socialwithaayan) on X
Excited to test Context Hub! It aims to fix AI coding agents' frustrating issues with outdated API parameters. If it works as promised, it could adapt to constant model changes and expand API access significantly. Let’s see how it goes!
Anthropic just 5x'd Claude Code's context to 1M. For my workflow, that's closer to 10x usable context. Let me explain. I run automated software engineering sprints with custom slash commands and...
Anthropic's 5x context boost to 1M tokens transforms my software sprints, turning 87k usable tokens into 887k. This reduces overhead and compaction issues drastically, shifting the focus on permanent context over transient skills. Excited to test this in practice!
Chayenne Zhao (@GenAI_is_real) on X
Generative AI isn't quite ready to build cohesive systems without human oversight. Current codebases risk accumulating technical debt due to quality control gaps. While future improvements may address this, we must be cautious of overwhelming complexity in the meantime.
Todd Saunders (@toddsaunders) on X
Dismissing Claude Code as “vibe coding” is misplaced. We’re evolving fast, and it's becoming a legitimate tool for building production apps. Focus on problem-solving and outcomes, not just technical details. The industry's adapting, and the future is unpredictable but promising.
Andrej Karpathy (@karpathy) on X
AI has drastically transformed programming in just a couple of months. The role of software engineers is shifting as coding agents gain speed and capability. Companies need to adapt; the focus should be on problem-solving and systems thinking, not outdated skills. Understanding f
Aakash Gupta (@aakashgupta) on X
In an agent-driven future, most services will rely on agents rather than traditional UIs. While great interfaces will still matter, tools for agents will gain immense value. Well-built existing software should adapt easily to this shift.
Ejaaz (@cryptopunk7213) on X
The tech world is racing ahead. With Google's mixed bag this week—disappointing Gemini 3.1 but exciting Lyria 3 and new photo features—it's crucial to plan for the next six months. Focus on solving real problems to keep up with the speed of change.
Carl Sagan's 9 timeless lessons for detecting baloney
In 2026, distinguishing good science from charlatanism is crucial. Carl Sagan's baloney detection kit remains essential for navigating today's overwhelming information. This toolkit is vital for identifying reliable knowledge versus unfounded claims.
Chrys Bader (@chrysb) on X
Doubters of @openclaw are missing the wave of automation revolutionizing tedious tasks. We're on the brink of a future where manual work becomes obsolete. My kids will hardly believe we once wasted time on low ROI tasks. It’s a thrilling yet daunting era ahead!