Claude Skills package SOP-like workflows into a documented, hierarchical bundle that Claude can discover and load on demand. This post walks through the skill structure, token-aware design, code examples and an adoption checklist to turn ad-hoc prompting into auditable, repeatable automation.
Context is the scarce resource agents spend. Learn three practical skills—taxonomy-driven tool selection, model-aware compaction, and hybrid memory pruning—that reduce prompt bloat, prevent attention decay, and keep long-lived agents reliable at scale.
Context is the scarce resource agents spend. Learn three practical skills—taxonomy-driven tool selection, model-aware compaction, and hybrid memory pruning—that reduce prompt bloat, prevent attention decay, and keep long-lived agents reliable at scale.
Veo 3.1 pairs deterministic creative controls with generative imagination, letting you extend, edit, and sonically score scenes without reshoots. I break down practical workflows, payload patterns, and production-ready engineering practices I use to bring cinematic ideas to life.
Veo 3.1 pairs deterministic creative controls with generative imagination, letting you extend, edit, and sonically score scenes without reshoots. I break down practical workflows, payload patterns, and production-ready engineering practices I use to bring cinematic ideas to life.
The AI landscape is shifting from monolithic models to modular capabilities and infrastructure that demand rigorous operational practices. This deep-dive lays out concrete engineering patterns — model upgrade playbooks, DGX-class system considerations, Anthropic's Claude Skills-style packaging, fleet resilience for DDoS-like events, and the hard constraints of datacenters in space — with code samples and a short roadmap you can implement this quarter.
The AI landscape is shifting from monolithic models to modular capabilities and infrastructure that demand rigorous operational practices. This deep-dive lays out concrete engineering patterns — model upgrade playbooks, DGX-class system considerations, Anthropic's Claude Skills-style packaging, fleet resilience for DDoS-like events, and the hard constraints of datacenters in space — with code samples and a short roadmap you can implement this quarter.