{"id":263,"date":"2026-11-01T11:30:00","date_gmt":"2026-11-01T06:00:00","guid":{"rendered":"https:\/\/akshaymaurya.in\/blog\/?p=263"},"modified":"2026-11-01T08:16:38","modified_gmt":"2026-11-01T02:46:38","slug":"deepseek-%e0%a4%95%e0%a4%be-super-agent-github-issues-%e0%a4%96%e0%a5%81%e0%a4%a6-handle-%e0%a4%95%e0%a4%b0%e0%a4%a8%e0%a5%87-%e0%a4%b5%e0%a4%be%e0%a4%b2%e0%a4%be-ai-system-open-source-%e0%a4%ae","status":"publish","type":"post","link":"https:\/\/akshaymaurya.in\/blog\/deepseek-%e0%a4%95%e0%a4%be-super-agent-github-issues-%e0%a4%96%e0%a5%81%e0%a4%a6-handle-%e0%a4%95%e0%a4%b0%e0%a4%a8%e0%a5%87-%e0%a4%b5%e0%a4%be%e0%a4%b2%e0%a4%be-ai-system-open-source-%e0%a4%ae\/","title":{"rendered":"DeepSeek \u0915\u093e Super-Agent: GitHub Issues \u0916\u0941\u0926 Handle \u0915\u0930\u0928\u0947 \u0935\u093e\u0932\u093e AI System, Open Source \u092e\u0947\u0902 Release"},"content":{"rendered":"\n

31 October 2026 \u0915\u094b DeepSeek \u0915\u0940 Harness team \u0928\u0947 \u090f\u0915 technical post \u092e\u0947\u0902 \u0905\u092a\u0928\u0947 \u0928\u090f experiment \u0915\u093e \u0916\u0941\u0932\u093e\u0938\u093e \u0915\u093f\u092f\u093e, \u0914\u0930 \u0909\u0938\u0940 \u0915\u0947 \u0938\u093e\u0925 \u0909\u0938\u0947 GitHub \u092a\u0930 open source \u092d\u0940 \u0915\u0930 \u0926\u093f\u092f\u093e\u0964 \u0928\u093e\u092e \u0939\u0948 dsh-superagent-prototype\u0964 \u092f\u0939 \u090f\u0915 \u0910\u0938\u093e AI agent system \u0939\u0948 \u091c\u094b GitHub issues \u0914\u0930 team chats \u0938\u0947 \u0906\u0928\u0947 \u0935\u093e\u0932\u0947 events \u0915\u094b \u0916\u0941\u0926 \u092a\u0915\u0921\u093c\u0924\u093e \u0939\u0948, \u0909\u0928\u094d\u0939\u0947\u0902 coding tasks \u092e\u0947\u0902 \u092c\u0926\u0932\u0924\u093e \u0939\u0948, \u0914\u0930 pull requests \u0915\u0947 \u091c\u0930\u093f\u090f \u0915\u093e\u092e deliver \u0915\u0930\u0924\u093e \u0939\u0948\u0964 \u0938\u092c\u0938\u0947 \u092e\u091c\u0947\u0926\u093e\u0930 \u092c\u093e\u0924 \u092f\u0939 \u0939\u0948 \u0915\u093f DeepSeek \u0915\u0947 \u092e\u0941\u0924\u093e\u092c\u093f\u0915 \u0907\u0938 system \u0915\u093e \u091c\u094d\u092f\u093e\u0926\u093e\u0924\u0930 code \u0916\u0941\u0926 coding agents \u0928\u0947 \u0932\u093f\u0916\u093e \u0939\u0948\u0964 MIT license \u0915\u0947 \u0924\u0939\u0924 release \u0939\u094b\u0924\u0947 \u0939\u0940 \u092a\u0939\u0932\u0947 \u0926\u093f\u0928 \u0907\u0938 repo \u0915\u094b 2,100 \u0938\u0947 \u091c\u094d\u092f\u093e\u0926\u093e stars \u092e\u093f\u0932 \u0917\u090f\u0964<\/p>\n\n\n\n

\u092f\u0939 release \u0938\u093f\u0930\u094d\u092b \u090f\u0915 \u0914\u0930 coding agent \u0915\u0940 \u0916\u092c\u0930 \u0928\u0939\u0940\u0902 \u0939\u0948\u0964 \u0907\u0938\u0915\u0947 \u092a\u0940\u091b\u0947 \u090f\u0915 design philosophy \u0939\u0948 \u091c\u094b \u0906\u091c \u0915\u0947 AI agents \u0915\u0940 \u0938\u092c\u0938\u0947 \u092c\u0921\u093c\u0940 problem \u092a\u0930 \u0938\u0940\u0927\u093e \u0935\u093e\u0930 \u0915\u0930\u0924\u0940 \u0939\u0948\u0964 \u0935\u0939 problem \u0939\u0948 human attention \u0915\u0940 \u092c\u0930\u094d\u092c\u093e\u0926\u0940\u0964<\/p>\n\n\n\n

dsh-superagent \u0906\u0916\u093f\u0930 \u0939\u0948 \u0915\u094d\u092f\u093e<\/h2>\n\n\n\n

\u0906\u0938\u093e\u0928 \u092d\u093e\u0937\u093e \u092e\u0947\u0902 \u0938\u092e\u091d\u0947\u0902 \u0924\u094b dsh-superagent \u090f\u0915 self-hosted orchestration engine \u0939\u0948 \u091c\u094b DeepSeek Harness<\/a> \u0915\u0947 \u0905\u0902\u0926\u0930 \u091a\u0932\u0924\u093e \u0939\u0948\u0964 DeepSeek Harness, \u091c\u093f\u0938\u0947 dsh \u092d\u0940 \u0915\u0939\u093e \u091c\u093e\u0924\u093e \u0939\u0948, DeepSeek \u0915\u093e open source agent runtime \u0939\u0948\u0964 Super-agent \u0909\u0938\u0915\u0947 \u090a\u092a\u0930 \u092c\u0948\u0920\u0915\u0930 external events \u0915\u094b managed agent tasks \u092e\u0947\u0902 \u092c\u0926\u0932 \u0926\u0947\u0924\u093e \u0939\u0948\u0964<\/p>\n\n\n\n

\u0907\u0938\u0915\u093e workflow \u0915\u0941\u091b \u0907\u0938 \u0924\u0930\u0939 \u0939\u0948\u0964 \u0906\u092a\u0915\u0940 team GitHub \u092a\u0930 issue raise \u0915\u0930\u0924\u0940 \u0939\u0948 \u092f\u093e Feishu group chat \u092e\u0947\u0902 \u0915\u094b\u0908 bug report \u0915\u0930\u0924\u093e \u0939\u0948, \u0924\u094b system \u0909\u0938 event \u0915\u094b \u092a\u0915\u0921\u093c \u0932\u0947\u0924\u093e \u0939\u0948\u0964 \u0939\u0930 request \u0915\u0947 \u0932\u093f\u090f \u0905\u0932\u0917 session \u0914\u0930 working directory \u092c\u0928\u0924\u0940 \u0939\u0948\u0964 Agent issue reproduce \u0915\u0930\u0924\u093e \u0939\u0948, fix \u092c\u0928\u093e\u0924\u093e \u0939\u0948, \u0914\u0930 pull request \u092f\u093e issue comment \u0915\u0947 \u091c\u0930\u093f\u090f deliver \u0915\u0930\u0924\u093e \u0939\u0948\u0964 \u0915\u0908 GitHub issues \u090f\u0915 \u0938\u093e\u0925 parallel handle \u0939\u094b \u0938\u0915\u0924\u0947 \u0939\u0948\u0902\u0964 DeepSeek \u0915\u0947 \u092e\u0941\u0924\u093e\u092c\u093f\u0915 \u0909\u0938\u0915\u093e \u090f\u0915 internal instance \u0932\u0917\u093e\u0924\u093e\u0930 \u091a\u0932 \u0930\u0939\u093e \u0939\u0948, \u091c\u094b bugs reproduce \u0915\u0930 \u0930\u0939\u093e \u0939\u0948, code reviews \u0915\u093e \u091c\u0935\u093e\u092c \u0926\u0947 \u0930\u0939\u093e \u0939\u0948 \u0914\u0930 Harness \u0915\u0947 development \u092e\u0947\u0902 \u092e\u0926\u0926 \u0915\u0930 \u0930\u0939\u093e \u0939\u0948\u0964<\/p>\n\n\n\n

\u092f\u0939\u093e\u0902 \u090f\u0915 detail \u0927\u094d\u092f\u093e\u0928 \u0926\u0947\u0928\u0947 \u0932\u093e\u092f\u0915 \u0939\u0948\u0964 Group chat \u092e\u0947\u0902 issue report \u0939\u094b\u0928\u0947 \u092a\u0930 system \u092c\u093f\u0928\u093e directly tag \u0915\u093f\u090f \u092d\u0940 defect \u092a\u0939\u091a\u093e\u0928\u0915\u0930 background \u092e\u0947\u0902 reproduce \u0914\u0930 fix \u0915\u0940 \u0915\u094b\u0936\u093f\u0936 \u0915\u0930 \u0938\u0915\u0924\u093e \u0939\u0948\u0964 \u092f\u093e\u0928\u0940 agent \u0915\u094b \u0939\u0930 \u092c\u093e\u0930 \u092c\u0941\u0932\u093e\u0928\u093e \u0928\u0939\u0940\u0902 \u092a\u0921\u093c\u0924\u093e\u0964<\/p>\n\n\n\n

Design philosophy: benchmark \u0928\u0939\u0940\u0902, human attention<\/h2>\n\n\n\n

\u0906\u091c \u091c\u094d\u092f\u093e\u0926\u093e\u0924\u0930 AI agents \u0915\u094b benchmark scores \u092a\u0930 optimize \u0915\u093f\u092f\u093e \u091c\u093e\u0924\u093e \u0939\u0948\u0964 DeepSeek \u0915\u0940 team \u0928\u0947 \u0909\u0932\u094d\u091f\u093e \u0930\u093e\u0938\u094d\u0924\u093e \u091a\u0941\u0928\u093e\u0964 \u0909\u0928\u0915\u093e \u0915\u0939\u0928\u093e \u0939\u0948 \u0915\u093f \u091c\u092c autonomous agents real team repositories \u092a\u0930 \u091a\u0932\u0924\u0947 \u0939\u0948\u0902, \u0924\u094b \u0938\u092c\u0938\u0947 \u092c\u0921\u093c\u0940 failure developer fatigue \u0939\u094b\u0924\u0940 \u0939\u0948\u0964 Agent \u0905\u0917\u0930 \u0939\u0930 \u091b\u094b\u091f\u0940 \u092c\u093e\u0924 \u092a\u0930 \u0907\u0902\u0938\u093e\u0928 \u0915\u093e \u0927\u094d\u092f\u093e\u0928 \u092e\u093e\u0902\u0917\u0947, \u0924\u094b \u0935\u0939 \u092e\u0926\u0926 \u0915\u0947 \u092c\u091c\u093e\u092f \u092c\u094b\u091d \u092c\u0928 \u091c\u093e\u0924\u093e \u0939\u0948\u0964 \u0907\u0938\u0932\u093f\u090f \u0907\u0938 prototype \u0915\u094b human attention cost minimize \u0915\u0930\u0928\u0947 \u0915\u0947 \u0939\u093f\u0938\u093e\u092c \u0938\u0947 design \u0915\u093f\u092f\u093e \u0917\u092f\u093e \u0939\u0948\u0964<\/p>\n\n\n\n

Technical architecture \u092e\u0947\u0902 \u0915\u0941\u091b \u0916\u093e\u0938 ideas \u0939\u0948\u0902\u0964 \u092a\u0939\u0932\u093e \u0939\u0948 dual-layer architecture, \u092f\u093e\u0928\u0940 planning \u0914\u0930 execution \u0915\u0940 \u092a\u0930\u0924\u0947\u0902 \u0905\u0932\u0917 \u0905\u0932\u0917\u0964 \u0926\u0942\u0938\u0930\u093e \u0939\u0948 event-driven asynchronous multi-channel interaction\u0964 \u0924\u0940\u0938\u0930\u093e \u0939\u0948 storage \u0914\u0930 computation \u0915\u093e separation, \u0914\u0930 \u091a\u094c\u0925\u093e \u0939\u0948 \u090f\u0915 external watchdog \u091c\u094b system \u092a\u0930 \u0928\u091c\u0930 \u0930\u0916\u0924\u093e \u0939\u0948\u0964<\/p>\n\n\n\n

Domain model \u092a\u093e\u0902\u091a primitives \u092a\u0930 \u0916\u0921\u093c\u093e \u0939\u0948: Sources, Triggers, Threads, Mandates \u0914\u0930 Tickets\u0964 Source \u0915\u094b\u0908 incoming stream \u0939\u094b\u0924\u093e \u0939\u0948, \u091c\u0948\u0938\u0947 GitHub notifications \u092f\u093e issue webhooks\u0964 \u092e\u0947\u0930\u0947 \u0939\u093f\u0938\u093e\u092c \u0938\u0947 \u092f\u0939 structure \u0907\u0938\u0932\u093f\u090f \u0905\u0939\u092e \u0939\u0948 \u0915\u094d\u092f\u094b\u0902\u0915\u093f \u092f\u0939 agent \u0915\u0947 \u0915\u093e\u092e \u0915\u094b auditable \u092c\u0928\u093e\u0924\u093e \u0939\u0948\u0964 \u0915\u094d\u092f\u093e \u0939\u0941\u0906, \u0915\u093f\u0938 order \u092e\u0947\u0902 \u0939\u0941\u0906, \u0915\u093f\u0938\u0928\u0947 authorize \u0915\u093f\u092f\u093e, \u092f\u0939 \u0938\u092c trace \u0915\u093f\u092f\u093e \u091c\u093e \u0938\u0915\u0924\u093e \u0939\u0948, \u091c\u094b production teams \u0915\u0947 \u0932\u093f\u090f \u092d\u0930\u094b\u0938\u0947 \u0915\u0940 \u092c\u0941\u0928\u093f\u092f\u093e\u0926 \u0939\u0948\u0964<\/p>\n\n\n\n

\u092e\u0941\u0915\u093e\u092c\u0932\u093e: Claude Code, Codex \u0914\u0930 Tasklet \u091c\u0948\u0938\u0947 systems \u0938\u0947 \u0924\u0941\u0932\u0928\u093e<\/h2>\n\n\n\n

Coding agents \u0915\u0940 \u0926\u0941\u0928\u093f\u092f\u093e \u092e\u0947\u0902 Claude Code, OpenAI Codex \u0914\u0930 Cursor \u091c\u0948\u0938\u0947 tools developer \u0915\u0947 \u0938\u093e\u0925 \u092c\u0948\u0920\u0915\u0930 \u0915\u093e\u092e \u0915\u0930\u0924\u0947 \u0939\u0948\u0902\u0964 dsh-superagent \u0915\u093e approach \u0909\u0938\u0938\u0947 \u090f\u0915 \u0915\u0926\u092e \u0906\u0917\u0947 \u0915\u093e \u0939\u0948\u0964 \u0935\u0939 developer \u0915\u0940 \u0917\u0948\u0930\u092e\u094c\u091c\u0942\u0926\u0917\u0940 \u092e\u0947\u0902 \u0915\u093e\u092e \u0915\u0930\u0928\u0947 \u0915\u0947 \u0932\u093f\u090f \u092c\u0928\u093e \u0939\u0948\u0964 Team chat \u092e\u0947\u0902 \u0906\u0908 \u0936\u093f\u0915\u093e\u092f\u0924 \u0915\u094b \u0916\u0941\u0926 task \u092e\u0947\u0902 \u092c\u0926\u0932\u0928\u093e \u0907\u0938\u0940 philosophy \u0915\u093e \u0928\u092e\u0942\u0928\u093e \u0939\u0948\u0964<\/p>\n\n\n\n

OpenAI \u0928\u0947 \u092d\u0940 \u0939\u093e\u0932 \u092e\u0947\u0902 engineering workflows \u0915\u0947 \u0932\u093f\u090f agent-first approach \u0915\u0940 \u092c\u093e\u0924 \u0915\u0940 \u0939\u0948\u0964 DeepSeek \u0915\u093e super-agent \u0909\u0938\u0940 direction \u092e\u0947\u0902 \u090f\u0915 open source \u091c\u0935\u093e\u092c \u0939\u0948\u0964 Agents \u0915\u094b tools \u0938\u0947 \u091c\u094b\u0921\u093c\u0928\u0947 \u0915\u0947 standards \u092a\u0930 \u0939\u092e\u0928\u0947 \u092a\u0939\u0932\u0947 Tasklet MCP launch<\/a> \u092a\u0930 detail \u092e\u0947\u0902 \u0932\u093f\u0916\u093e \u0925\u093e\u0964 dsh-superagent \u0909\u0938\u0938\u0947 \u0905\u0932\u0917 layer \u092a\u0930 \u0915\u093e\u092e \u0915\u0930\u0924\u093e \u0939\u0948\u0964 \u0935\u0939 tools \u0938\u0947 \u091c\u0941\u0921\u093c\u0928\u0947 \u0915\u093e standard \u0928\u0939\u0940\u0902, \u092c\u0932\u094d\u0915\u093f tasks manage \u0915\u0930\u0928\u0947 \u0915\u093e orchestration system \u0939\u0948\u0964<\/p>\n\n\n\n

\u092e\u0947\u0930\u0947 \u0939\u093f\u0938\u093e\u092c \u0938\u0947 DeepSeek \u0915\u093e \u0938\u092c\u0938\u0947 \u092c\u0921\u093c\u093e \u0926\u093e\u0902\u0935 transparency \u0939\u0948\u0964 Repo \u0928\u0947 \u0916\u0941\u0926 \u0938\u094d\u0935\u0940\u0915\u093e\u0930 \u0915\u093f\u092f\u093e \u0939\u0948 \u0915\u093f \u092f\u0939 research prototype \u0939\u0948 \u0914\u0930 \u0907\u0938\u0915\u093e \u091c\u094d\u092f\u093e\u0926\u093e\u0924\u0930 code \u0916\u0941\u0926 coding agents \u0928\u0947 \u0932\u093f\u0916\u093e \u0939\u0948\u0964<\/p>\n\n\n\n

\u0938\u0940\u092e\u093e\u090f\u0902: production \u0915\u0947 \u0932\u093f\u090f \u0905\u092d\u0940 \u0924\u0948\u092f\u093e\u0930 \u0928\u0939\u0940\u0902<\/h2>\n\n\n\n

Excited \u0939\u094b\u0928\u0947 \u0938\u0947 \u092a\u0939\u0932\u0947 \u090f\u0915 \u092c\u093e\u0924 \u0938\u093e\u092b \u0915\u0930 \u0932\u0947\u0902\u0964 DeepSeek \u0928\u0947 \u0916\u0941\u0926 \u0915\u0939\u093e \u0939\u0948 \u0915\u093f \u092f\u0939 research prototype \u0939\u0948, production-ready product \u0928\u0939\u0940\u0902\u0964 \u0907\u0938\u0947 \u091a\u0932\u093e\u0928\u0947 \u0915\u0947 \u0932\u093f\u090f \u0906\u092a\u0915\u094b \u0905\u092a\u0928\u093e server \u091a\u093e\u0939\u093f\u090f, \u0915\u094d\u092f\u094b\u0902\u0915\u093f \u092f\u0939 self-hosted system \u0939\u0948\u0964 Documentation \u092e\u0947\u0902 philosophy \u0914\u0930 domain model \u092a\u0930 detail \u0939\u0948, \u0932\u0947\u0915\u093f\u0928 enterprise-grade reliability, security hardening \u0914\u0930 support \u0915\u093e \u0935\u093e\u0926\u093e \u0915\u094b\u0908 \u0928\u0939\u0940\u0902 \u0915\u0930 \u0930\u0939\u093e\u0964<\/p>\n\n\n\n

\u0907\u0938\u0915\u093e \u092e\u0924\u0932\u092c \u092f\u0939 \u0939\u0948 \u0915\u093f individual developers \u0914\u0930 research teams \u0907\u0938\u0947 explore \u0915\u0930 \u0938\u0915\u0924\u0947 \u0939\u0948\u0902, \u0905\u092a\u0928\u0947 workflows \u092e\u0947\u0902 experiment \u0915\u0930 \u0938\u0915\u0924\u0947 \u0939\u0948\u0902, \u0932\u0947\u0915\u093f\u0928 \u0915\u093f\u0938\u0940 critical production repository \u092a\u0930 blindly deploy \u0915\u0930\u0928\u093e \u0938\u092e\u091d\u0926\u093e\u0930\u0940 \u0928\u0939\u0940\u0902 \u0939\u094b\u0917\u0940\u0964<\/p>\n\n\n\n

\u0906\u092e developer \u0915\u0947 \u0932\u093f\u090f \u0907\u0938\u0915\u093e \u092e\u0924\u0932\u092c \u0915\u094d\u092f\u093e \u0939\u0948<\/h2>\n\n\n\n

\u0905\u0917\u0930 \u0906\u092a developer \u0939\u0948\u0902 \u0924\u094b \u092f\u0939 release \u0906\u092a\u0915\u0947 \u0932\u093f\u090f \u090f\u0915 open laboratory \u0939\u0948\u0964 \u0906\u092a \u0926\u0947\u0916 \u0938\u0915\u0924\u0947 \u0939\u0948\u0902 \u0915\u093f \u090f\u0915 serious AI lab autonomous coding \u0915\u094b \u0915\u0948\u0938\u0947 architect \u0915\u0930\u0924\u093e \u0939\u0948\u0964 Event-driven design, attention budgets, watchdog patterns, \u092f\u0947 \u0938\u093e\u0930\u0947 ideas \u0906\u092a \u0905\u092a\u0928\u0947 \u0916\u0941\u0926 \u0915\u0947 agent workflows \u092e\u0947\u0902 use \u0915\u0930 \u0938\u0915\u0924\u0947 \u0939\u0948\u0902\u0964<\/p>\n\n\n\n

Non-developers \u0915\u0947 \u0932\u093f\u090f signal \u092f\u0939 \u0939\u0948 \u0915\u093f software development \u0915\u093e \u0924\u0930\u0940\u0915\u093e \u0924\u0947\u091c\u0940 \u0938\u0947 \u092c\u0926\u0932 \u0930\u0939\u093e \u0939\u0948\u0964 \u092a\u0939\u0932\u0947 tools \u0907\u0902\u0938\u093e\u0928 \u0915\u0940 \u092e\u0926\u0926 \u0915\u0930\u0924\u0947 \u0925\u0947, \u0905\u092c systems \u0907\u0902\u0938\u093e\u0928\u094b\u0902 \u0915\u0947 \u092c\u0940\u091a coordination \u0938\u0902\u092d\u093e\u0932\u0928\u0947 \u0932\u0917\u0947 \u0939\u0948\u0902\u0964 Bug report \u0938\u0947 fix \u0924\u0915 \u0915\u093e loop \u0905\u092c \u090f\u0915 autonomous system \u0938\u0902\u092d\u093e\u0932 \u0938\u0915\u0924\u093e \u0939\u0948\u0964 \u092e\u0947\u0930\u0947 \u0939\u093f\u0938\u093e\u092c \u0938\u0947 \u0905\u0917\u0932\u0947 \u0926\u094b \u0938\u093e\u0932\u094b\u0902 \u092e\u0947\u0902 \u0939\u0930 serious software team \u0915\u0947 \u092a\u093e\u0938 \u0910\u0938\u093e \u0915\u094b\u0908 agent layer \u0939\u094b\u0917\u093e\u0964 DeepSeek \u0928\u0947 open source \u0915\u0930\u0915\u0947 adopt \u0915\u0930\u0928\u0947 \u0915\u093e \u0930\u093e\u0938\u094d\u0924\u093e \u0906\u0938\u093e\u0928 \u0915\u0930 \u0926\u093f\u092f\u093e \u0939\u0948\u0964<\/p>\n\n\n\n

\u0905\u0915\u094d\u0938\u0930 \u092a\u0942\u091b\u0947 \u091c\u093e\u0928\u0947 \u0935\u093e\u0932\u0947 \u0938\u0935\u093e\u0932<\/h2>\n\n\n\n

dsh-superagent-prototype \u0915\u094d\u092f\u093e \u0939\u0948<\/h3>\n\n\n\n

DeepSeek Harness \u092e\u0947\u0902 \u091a\u0932\u0928\u0947 \u0935\u093e\u0932\u093e open source orchestration engine, \u091c\u094b GitHub \u0914\u0930 Feishu events \u0915\u094b coding tasks \u092e\u0947\u0902 \u092c\u0926\u0932\u0924\u093e \u0939\u0948\u0964 31 October 2026 \u0915\u094b MIT license \u092a\u0930 release \u0939\u0941\u0906\u0964<\/p>\n\n\n\n

\u0915\u094d\u092f\u093e \u092f\u0939 production \u092e\u0947\u0902 use \u0915\u0930\u0928\u0947 \u0932\u093e\u092f\u0915 \u0939\u0948<\/h3>\n\n\n\n

\u0928\u0939\u0940\u0902\u0964 DeepSeek \u0928\u0947 \u0916\u0941\u0926 \u0907\u0938\u0947 research prototype \u092c\u0924\u093e\u092f\u093e \u0939\u0948, official product \u0928\u0939\u0940\u0902\u0964 Experiment \u0914\u0930 learning \u0915\u0947 \u0932\u093f\u090f \u092c\u0947\u0939\u0924\u0930\u0940\u0928 \u0939\u0948, \u0932\u0947\u0915\u093f\u0928 critical production use \u0915\u0947 \u0932\u093f\u090f \u0905\u092d\u0940 \u0924\u0948\u092f\u093e\u0930 \u0928\u0939\u0940\u0902 \u0939\u0948\u0964<\/p>\n\n\n\n

\u0907\u0938\u0947 \u091a\u0932\u093e\u0928\u0947 \u0915\u0947 \u0932\u093f\u090f \u0915\u094d\u092f\u093e \u091a\u093e\u0939\u093f\u090f<\/h3>\n\n\n\n

\u092f\u0939 self-hosted system \u0939\u0948, \u092f\u093e\u0928\u0940 \u0906\u092a\u0915\u094b \u0905\u092a\u0928\u093e server \u092f\u093e machine \u091a\u093e\u0939\u093f\u090f \u091c\u093f\u0938 \u092a\u0930 DeepSeek Harness \u091a\u0932 \u0938\u0915\u0947\u0964 Repo GitHub \u092a\u0930 available \u0939\u0948\u0964<\/p>\n\n\n\n

\u0907\u0938\u0915\u0940 \u0938\u092c\u0938\u0947 \u0916\u093e\u0938 design \u092c\u093e\u0924 \u0915\u094d\u092f\u093e \u0939\u0948<\/h3>\n\n\n\n

Human attention cost \u0915\u094b minimize \u0915\u0930\u0928\u093e\u0964 Benchmark scores \u0915\u0947 \u092c\u091c\u093e\u092f \u0907\u0938\u0947 \u0907\u0938 \u0939\u093f\u0938\u093e\u092c \u0938\u0947 design \u0915\u093f\u092f\u093e \u0917\u092f\u093e \u0939\u0948 \u0915\u093f agent \u0907\u0902\u0938\u093e\u0928 \u0915\u093e \u0927\u094d\u092f\u093e\u0928 \u0915\u092e \u0938\u0947 \u0915\u092e \u092e\u093e\u0902\u0917\u0947 \u0914\u0930 \u0916\u0941\u0926 \u091c\u094d\u092f\u093e\u0926\u093e \u0938\u0947 \u091c\u094d\u092f\u093e\u0926\u093e \u0915\u093e\u092e \u0928\u093f\u092a\u091f\u093e \u0926\u0947\u0964<\/p>\n\n\n\n

\u0915\u094d\u092f\u093e \u0938\u091a \u092e\u0947\u0902 \u0907\u0938\u0915\u093e code AI agents \u0928\u0947 \u0932\u093f\u0916\u093e \u0939\u0948<\/h3>\n\n\n\n

DeepSeek \u0915\u0947 \u092e\u0941\u0924\u093e\u092c\u093f\u0915 \u0939\u093e\u0902\u0964 Repo description \u092e\u0947\u0902 \u0915\u0939\u093e \u0917\u092f\u093e \u0939\u0948 \u0915\u093f \u092f\u0939 team \u0915\u0947 daily development work \u0938\u0947 \u0928\u093f\u0915\u0932\u093e \u0939\u0948 \u0914\u0930 \u091c\u094d\u092f\u093e\u0926\u093e\u0924\u0930 engineering coding agents \u0928\u0947 \u0915\u0940 \u0939\u0948\u0964<\/p>\n\n\n\n

\u092f\u0939 Claude Code \u092f\u093e Codex \u0938\u0947 \u0915\u0948\u0938\u0947 \u0905\u0932\u0917 \u0939\u0948<\/h3>\n\n\n\n

Claude Code \u0914\u0930 Codex developer \u0915\u0947 \u0938\u093e\u0925 \u092c\u0948\u0920\u0915\u0930 \u0915\u093e\u092e \u0915\u0930\u0924\u0947 \u0939\u0948\u0902, \u091c\u092c\u0915\u093f dsh-superagent developer \u0915\u0940 \u0917\u0948\u0930\u092e\u094c\u091c\u0942\u0926\u0917\u0940 \u092e\u0947\u0902 autonomous \u0924\u0930\u0940\u0915\u0947 \u0938\u0947 team workflows handle \u0915\u0930\u0928\u0947 \u0915\u0947 \u0932\u093f\u090f design \u0915\u093f\u092f\u093e \u0917\u092f\u093e \u0939\u0948\u0964<\/p>\n","protected":false},"excerpt":{"rendered":"

31 October 2026 \u0915\u094b DeepSeek \u0915\u0940 Harness team \u0928\u0947 \u090f\u0915 technical post \u092e\u0947\u0902 \u0905\u092a\u0928\u0947 \u0928\u090f experiment \u0915\u093e \u0916\u0941\u0932\u093e\u0938\u093e \u0915\u093f\u092f\u093e, \u0914\u0930 \u0909\u0938\u0940 \u0915\u0947 \u0938\u093e\u0925 \u0909\u0938\u0947 GitHub \u092a\u0930 open source \u092d\u0940 \u0915\u0930 \u0926\u093f\u092f\u093e\u0964 \u0928\u093e\u092e \u0939\u0948 dsh-superagent-prototype\u0964 \u092f\u0939 \u090f\u0915 \u0910\u0938\u093e AI agent system \u0939\u0948 \u091c\u094b GitHub issues \u0914\u0930 team chats \u0938\u0947 \u0906\u0928\u0947 \u0935\u093e\u0932\u0947 events \u0915\u094b \u0916\u0941\u0926 \u092a\u0915\u0921\u093c\u0924\u093e \u0939\u0948, […]<\/p>\n","protected":false},"author":1,"featured_media":264,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"_jetpack_newsletter_access":"","_jetpack_dont_email_post_to_subs":false,"_jetpack_newsletter_tier_id":0,"_jetpack_memberships_contains_paywalled_content":false,"_jetpack_hide_featured_image":false,"_jetpack_featured_image_duplicate_dismissed":0,"_jetpack_feature_clip_id":0,"_jetpack_memberships_contains_paid_content":false,"footnotes":"","jetpack_post_was_ever_published":false},"categories":[1],"tags":[38,84,81,83,82],"class_list":["post-263","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-artificial-intelligence","tag-ai-agents","tag-coding-agent","tag-deepseek","tag-github","tag-open-source"],"jetpack_sharing_enabled":true,"jetpack_featured_media_url":"https:\/\/akshaymaurya.in\/blog\/wp-content\/uploads\/2026\/11\/thumb-deepseek-dsh-superagent-open-source-hindi.jpg","_links":{"self":[{"href":"https:\/\/akshaymaurya.in\/blog\/wp-json\/wp\/v2\/posts\/263","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/akshaymaurya.in\/blog\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/akshaymaurya.in\/blog\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/akshaymaurya.in\/blog\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/akshaymaurya.in\/blog\/wp-json\/wp\/v2\/comments?post=263"}],"version-history":[{"count":1,"href":"https:\/\/akshaymaurya.in\/blog\/wp-json\/wp\/v2\/posts\/263\/revisions"}],"predecessor-version":[{"id":265,"href":"https:\/\/akshaymaurya.in\/blog\/wp-json\/wp\/v2\/posts\/263\/revisions\/265"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/akshaymaurya.in\/blog\/wp-json\/wp\/v2\/media\/264"}],"wp:attachment":[{"href":"https:\/\/akshaymaurya.in\/blog\/wp-json\/wp\/v2\/media?parent=263"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/akshaymaurya.in\/blog\/wp-json\/wp\/v2\/categories?post=263"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/akshaymaurya.in\/blog\/wp-json\/wp\/v2\/tags?post=263"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}