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    <title>AI Agents on Saurabh Chaubey</title>
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      <title>Meet DepAdvisor: Your AI Sidekick for Dependency Updates</title>
      <link>https://saurabh-chaubey.com/post/devops/meet-depadvisor-ai-sidekick-for-dependency-updates/</link>
      <pubDate>Thu, 16 Apr 2026 10:00:00 +1000</pubDate>
      
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      <description>An open-source, LangGraph-powered advisor for Python, Node.js, and Java projects. Free, local-friendly, and easy to extend for your own workflow.
The Monday Morning Problem If you maintain a project with even a handful of dependencies, you probably know this pattern. Monday morning, a batch of PRs is waiting for you:
chore(deps): bump flask from 3.0.0 to 3.1.0 chore(deps): bump pydantic from 2.5.0 to 2.9.2 chore(deps-dev): bump pytest from 8.0.0 to 8.</description>
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      <title>The Wiki That Writes Itself: How AI Agents Can Build and Share Your Organisation&#39;s Knowledge — Automatically</title>
      <link>https://saurabh-chaubey.com/post/platformengg/2026-04-07_the-wiki-that-writes-itself-how-ai-agents-can-build-and-share-your-organisations-knowledge-automatically/</link>
      <pubDate>Tue, 07 Apr 2026 21:27:00 +1000</pubDate>
      
      <guid>https://saurabh-chaubey.com/post/platformengg/2026-04-07_the-wiki-that-writes-itself-how-ai-agents-can-build-and-share-your-organisations-knowledge-automatically/</guid>
      <description>Inspired by Andrej Karpathy’s LLM Wiki and extended into an enterprise architecture for centrally governed, continuously improving organisational knowledge.
Last week, Andrej Karpathy published a brilliant gist called LLM Wiki — a pattern for building personal knowledge bases where an LLM incrementally writes and maintains a wiki from raw sources. Instead of the traditional RAG approach — retrieve, hope for the best, and re-derive knowledge on every question — the LLM compiles knowledge once into structured, interlinked markdown pages and keeps them current as new information arrives.</description>
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      <title>Shifting Way Left: Integrating Trivy Security Scanning Into Your IDE AI Agent</title>
      <link>https://saurabh-chaubey.com/post/devops/shifting-way-left-integrating-trivy-security-scanning-into-ide-ai-agent/</link>
      <pubDate>Tue, 10 Mar 2026 10:00:00 +0000</pubDate>
      
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      <description>How to catch vulnerabilities, secrets, and container image issues before your code ever leaves the IDE — and why that changes everything.
The Problem Nobody Talks About Here is a scenario every developer knows: you push your code, open a pull request, watch the CI pipeline spin up, wait several minutes, and then — red. A security scanner found a critical CVE in a transitive dependency, or worse, a leaked API key in a properties file.</description>
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