Abdullah Qureshi
Abdullah Qureshi @abdullah2127x ·
Deeper into MCP -> client-side. Explored streamable_http_client, used ClientSession + AsyncExitStack for clean resource mgmt. Understood (__aenter__/__aexit__) → proper init/cleanup, no leaks or messy shutdowns. #MCP #Python #AsyncIO
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Rahul
Rahul @lumeirne ·
Replying to @lumeirne
> LLM rule of thumb: retry only transient errors (429/5xx/timeouts). >Let validation/tool-logic errors fail fast. >TaskGroup + except* makes async LLM pipelines debuggable by default #asyncio #Python
6