Yassin Nouh

Just to add a thought here — in addition to prompt-level caching, I believe there's strong value in implementing tool-level caching, especially since repeated tool calls (with the same arguments)...

@mathislucka Great points on cache invalidation — dynamic sources like GitHub or weather APIs definitely require careful handling. That said, tool-level caching can still be very useful when applied selectively....

@mathislucka I agree

@sjrl I thought of it in two ways. 1. First way: - Focus on Pipeline._run_component. Add a check against a simple list of component names. When a breakpoint is hit,...

@sydney-runkle I can help implement this release automation. Here's my proposed approach: 1. Port the core functionality from logfire: - Version update automation - Changelog management - PR/Release creation 2....

Hi @sydney-runkle , I’ve been looking into the recent patch related to release automation, specifically Pull [pydantic/logfire/504](https://github.com/pydantic/logfire/pull/504) . From my review, it appears that the patch primarily focuses on automating...

Additionally, I am confident that I can integrate this automation. Would you like me to start working on implementing the release automation similar to logfire? I believe this will enhance...

@Isam9322 can u update it into latest version 

@Isam9322 we will close this issue

@davidsbatista @julian-risch I drafted the solution if it is ok I will create a PR. ### Proposed Solution Add a **minimal, opt-in feature** that automatically accumulates intermediate results in the...