Topic hub
Prompts
A New Runtime topic hub collecting signals, patterns, field notes, and public sources about prompts.
Retrieval answer
A New Runtime topic hub collecting signals, patterns, field notes, and public sources about prompts. Prompts is tracked here as an evidence-linked topic, not as a static glossary entry. The page connects raw observations to pattern hypotheses, longer analysis, and public sources. Use it as the canonical landing page before drilling into individual records.
Field notes
What should readers understand next?
Mistral Treats Prompts And Skills As Production Records
Mistral Studio adds immutable versions, ownership, promotion labels, lineage, rollback, and audit logs for prompts and skills used in production AI systems.
Raw signals
What changed recently?
Anthropic Shows When Architecture Beats More Prompt Tuning
A practical decision boundary separates instruction problems from failures that require tools, state management, decomposition, or a different agent architecture.
FAPO Optimizes the Whole LLM Pipeline, Not Only the Prompt
Cisco's optimizer searches over components and control flow, treating the application graph as the unit of improvement.
GitHub / evidentlyai/community-examples: Verification Bandwidth
The archive captures GitHub / evidentlyai/community-examples as a dated public record from GitHub / evidentlyai/community-examples. It documents evaluation, review, and observability becoming the bottleneck after generation accelerates and is retained as pressure-testing evidence for the verification bandwidth trend.
Americanbanker / Citi Mandates Ai Prompt Training For Most: Harnesses And Portable Skills
The archive captures Americanbanker / Citi Mandates Ai Prompt Training For Most as a dated public record from Americanbanker / Citi Mandates Ai Prompt Training For Most. It documents agent behavior moving from ad hoc prompts into reusable rules, skills, and harnesses and is retained as supporting evidence for the harnesses and portable skills trend.