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LiveUpdated 2026-11-04 13:08 UTC

You know NOTHING about how your agent works without this plugin.

You know NOTHING about how your agent works without this plugin. In this DeepSeek Harness session, the next model…

This is a dev post classified by AGK Intelligence as AI dev tools (a tool drop), kept by the Dev Radar because it carries real work, not commentary.

You know NOTHING about how your agent works without this plugin. In this DeepSeek Harness session, the next model request has 231.4K tokens. Only 635 come from user messages. 88K are tool results. 81.8K are old assistant messages. 22K are tool schemas. Old assistant messages and tool output now dominate what shapes the next answer. dsh-context lets you inspect that request item by item. Open every injected instruction, tool call and result. Jump to any step or turn and see what entered the context, what was compacted or pruned, which files changed, and which commands failed. It also break

Posted by Alexey Fateev (9.8k followers) 51 min ago · 8 likes · 403 views · view the original post on X. Kept by the Dev Radar as AI dev tools.

More dev work like this

Every post is read and classified by AGK Intelligence: what it is, which market it belongs to, and whether the link is a real tool. 31.3k posts from 5k X accounts over the last 21 days, 9.2k tools, 12 markets. New posts are collected several times an hour and the full ranking is recomputed every hour — last update 2026-11-04 13:08 UTC. Full method.