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News
SKILL.state: Scalable Long-Horizon Agent Skills
9+ hour, 25+ min ago (155+ words) Sanket Badhe, Priyanka Tiwari, Jonghyun Chung Sanket Badhe, Priyanka Tiwari, and Jonghyun Chung replace the append-only conversation history in an agent runtime with an explicit mutable execution state, discarding intermediate reasoning as soon as it produces a validated state update…...
Prompt Engineering Essentials
2+ mon, 3+ week ago (167+ words) Learn prompt engineering by writing real prompts. Start with a single-sentence prompt and work up to a fully-engineered one across nine short labs. Every lab challenges you to compose the prompt yourself, with no templates to copy and no pre-filled…...
LLM Knowledge Bases | DAIR.AI Academy Blog | DAIR.AI Academy
4+ mon, 4+ week ago (458+ words) Andrej Karpathy recently shared his approach to building personal knowledge bases powered by LLMs. It's a surprisingly practical system that doesn't rely on complex RAG pipelines or vector databases - instead, it uses a structured markdown wiki that an LLM incrementally…...
Advanced AI Agents
6+ mon, 4+ week ago (63+ words) Dive deep into advanced AI agent design and implementation. 12 modules • 48 lessons • 4h 33m total 4 lessons • 11m 4 lessons • 18m 4 lessons • 15m 3 lessons • 8m 3 lessons • 16m 3 lessons • 18m 3 lessons • 14m 3 lessons • 22m 9 lessons • 59m 7 lessons • 1h 4m 2 lessons • 15m Learn AI from expert-led courses, live events, and a community of builders....