Hacker News: masafej536

New comment by masafej536 in "Show HN: Needle: We Distilled Gemini Tool Calling into a 26M Model"

masafej536 — Wed, 13 May 2026 03:50:09 +0000

Something like this together with MCP can replace APIs for 3rd party integrations. You just give it instructions to "post a message in slack" and provide it slack MCP tools and it figures out the rest on its own. No need to read up on slack API docs or worry about breaking changes.

New comment by masafej536 in "DeepSeek v4"

masafej536 — Fri, 24 Apr 2026 06:06:35 +0000

Point taken but there isnt any western providers there yet. Power is cheaper in china.

New comment by masafej536 in "Google flags Immich sites as dangerous"

masafej536 — Thu, 23 Oct 2025 11:09:16 +0000

This looks like the same suicide inducing type of crap by google that previously only android devs on playstore were subject to.

New comment by masafej536 in "MCP overlooks hard-won lessons from distributed systems"

masafej536 — Mon, 11 Aug 2025 02:27:19 +0000

They often do fail, at the client level you can just feed the schema validation error message back into the LLM and it corrects itself most of the time. If not the LLM throws itself into a loop until its caller times it out and it sends an error message back to the user.

At the server level it's just a good old JSON API at this point, and the server would send the usual error message it would send out to anyone.

New comment by masafej536 in "MCP overlooks hard-won lessons from distributed systems"

masafej536 — Sun, 10 Aug 2025 08:15:37 +0000

llm tool call -> mcp client validates the schema -> mcp client calls the tool -> mcp server validates the schema -> mcp server responds with the result -> mcp client passes the tool result into llm