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TL;DR: We expected sending the full prompt to win every time.
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TLDR: I didn’t like Codex usages hitting limits in the middle of a session.
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It has been just over a month or since TabMate, the browser-based research agent went live.
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Moving from on-prem to cloud changed the tooling, speed, and scaling model, but not the core laws of systems design.
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TL;DR: Generic, I know, but it’s the truth.
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TL;DR: This was not my idea originally.
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TL;DR: I built Remote MCP Adapter to solve remote file and artifact handling.
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TL;DR: In the last post, I said v0.3.0 would harden the Remote MCP Adapter against poisoned tool metadata and weak session semantics.
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TL;DR: Too many MCP tools in the context window slow agents down and worsen tool selection.
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TLDR; Check out remote-mcp-adapter which provides stateful proxies for upstream MCP servers and handles the file exchange interaction with “file-touching” tools.