<![CDATA[Stories by Fareed Khan on Medium]]> https://medium.com/@fareedkhandev?source=rss-b856005e5ecd------2 https://cdn-images-1.medium.com/fit/c/150/150/1*feiUXOR8sid6IPHSHufA-g.jpeg Stories by Fareed Khan on Medium https://medium.com/@fareedkhandev?source=rss-b856005e5ecd------2 Medium Thu, 05 Nov 2026 15:44:36 GMT <![CDATA[Building an Agentic Knowledge Graph for Billions of Events]]>

Rebuilding Netflix-inspired observability with AI

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]]> https://levelup.gitconnected.com/building-an-agentic-knowledge-graph-for-billions-of-events-9348cf08bc50?source=rss-b856005e5ecd------2 https://medium.com/p/9348cf08bc50 Mon, 02 Nov 2026 05:15:57 GMT 2026-11-02T05:15:57.544Z <![CDATA[Engineering Multi-Agent AI for a 100 GB Data Warehouse]]>

Tackling accuracy, security, and speed at scale

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]]> https://levelup.gitconnected.com/engineering-multi-agent-ai-for-a-100-gb-data-warehouse-4ba1ae10374a?source=rss-b856005e5ecd------2 https://medium.com/p/4ba1ae10374a Mon, 26 Oct 2026 13:40:31 GMT 2026-10-26T13:40:31.357Z <![CDATA[Building Dynamic Workflows: A New Agentic System]]>

A lead model writes the plan as a short checked program, and plain Python runs it with parallel workers

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]]> https://levelup.gitconnected.com/building-dynamic-workflows-a-new-agentic-system-d304abd20dd0?source=rss-b856005e5ecd------2 https://medium.com/p/d304abd20dd0 Mon, 19 Oct 2026 15:50:32 GMT 2026-10-19T15:50:32.529Z <![CDATA[Fixing Over-Engineering in LLM Coding Agents]]>

Making a coding agent stop at the first solution that works, without cutting a single guard

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]]> https://levelup.gitconnected.com/fixing-over-engineering-in-llm-coding-agents-12e31ec83e9b?source=rss-b856005e5ecd------2 https://medium.com/p/12e31ec83e9b Mon, 12 Oct 2026 14:45:49 GMT 2026-10-12T14:45:49.094Z <![CDATA[Building Fast Computer Agents to Solve Complex Tasks]]>

The Case for Interface Lifting in AI Agents

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]]> https://levelup.gitconnected.com/building-fast-computer-agents-to-solve-complex-tasks-cf2bda5c54e7?source=rss-b856005e5ecd------2 https://medium.com/p/cf2bda5c54e7 Wed, 07 Oct 2026 15:35:05 GMT 2026-10-07T15:35:05.881Z <![CDATA[Jev Clearly Explained]]>

Teaching a Model to Answer With a Number Instead of a Paragraph

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]]> https://levelup.gitconnected.com/jev-clearly-explained-3203d6d48de3?source=rss-b856005e5ecd------2 https://medium.com/p/3203d6d48de3 Mon, 21 Sep 2026 18:24:36 GMT 2026-09-21T18:24:36.297Z <![CDATA[Hijacking Claude Code to Execute a Trojan]]>

How a fake struct.py module turns an import into remote code execution

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]]> https://levelup.gitconnected.com/hijacking-claude-code-to-execute-a-trojan-00a1f357c43e?source=rss-b856005e5ecd------2 https://medium.com/p/00a1f357c43e Mon, 14 Sep 2026 15:56:11 GMT 2026-09-14T15:56:11.564Z <![CDATA[Agentic Graph Engineering Across 82.8 Million Edges to Catch Hidden Vulnerabilities]]>

Breadth-first reachability over a CSR graph proves the exact path to every exposure

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]]> https://levelup.gitconnected.com/agentic-graph-engineering-across-82-8-million-edges-to-catch-hidden-vulnerabilities-e62658e0c333?source=rss-b856005e5ecd------2 https://medium.com/p/e62658e0c333 Tue, 08 Sep 2026 15:42:32 GMT 2026-09-08T15:42:32.747Z <![CDATA[Structuring 40 Million Documents into an Agentic Knowledge Graph]]>

929 million edges in 10.8 minutes, and 83.2% on 600 held-out questions

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]]> https://levelup.gitconnected.com/structuring-40-million-documents-into-an-agentic-knowledge-graph-92010e609dfa?source=rss-b856005e5ecd------2 https://medium.com/p/92010e609dfa Wed, 26 Aug 2026 16:19:37 GMT 2026-08-26T16:19:37.928Z <![CDATA[Building a 14 MB Micro AI for Watches, Robot Arms and Phones]]>

Open Qwen data, 2-bit weights, and a decoder that cannot spell a tool name wrong

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]]> https://levelup.gitconnected.com/building-a-14-mb-micro-ai-for-watches-robot-arms-and-phones-794d65c03f06?source=rss-b856005e5ecd------2 https://medium.com/p/794d65c03f06 Fri, 21 Aug 2026 18:30:26 GMT 2026-08-21T18:30:26.832Z