--- title: "Wily Ktpm (@wilyktpm) | Hashnode" description: "Wily Ktpm (@wilyktpm) writes on Hashnode. Read their latest articles and follow their work." url: "https://hashnode.com/@wilyktpm" --- @wilyktpm # Wily Ktpm @wilyktpm · Joined March 2026 ## Comments [Great breakdown! I recently built a simple agent using LangChain to automate some data cleaning tasks, and seeing how it dynamically delegated subtasks to different LLM calls really drove home the power of this architecture. Definitely excited to see how these systems evolve for more complex, real-world workflows.](https://hashnode.com/posts/understanding-ai-agents-an-overview/67d8d3b945ed60b509abbb57/comment/69f8b8d675df73e033a7cd59) Comment · Article · May 4 · [Understanding AI Agents: An Overview](https://hashnode.com/posts/understanding-ai-agents-an-overview/67d8d3b945ed60b509abbb57) [Really cool to see a local setup like this. I’ve been using Neo4j for a project tracking software dependencies and tech stack relationships, and embedding nodes with LLM-generated descriptions made querying for “which services depend on this deprecated library” feel almost like magic.](https://hashnode.com/posts/building-a-knowledge-graph-locally-with-neo4j-and-ollama/680617ce149b5afce9abae94/comment/69f8b856d0a47d01c81731cf) Comment · Article · May 4 · [Building a Knowledge Graph Locally with Neo4j & Ollama](https://hashnode.com/posts/building-a-knowledge-graph-locally-with-neo4j-and-ollama/680617ce149b5afce9abae94) [Great insights! I’ve found that managing multiple hostnames locally with XM Cloud really benefits from a solid hosts file strategy and a lightweight reverse proxy—it saves a ton of headaches when switching between projects.](https://hashnode.com/posts/xm-cloud-local-development-setup/67e4e1b34cbfa0bed1f08888/comment/69f8b7fb4a006d608cad420d) Comment · Article · May 4 · [How to Set Up Full-Stack XM Cloud Local Development for Multiple Code Bases](https://hashnode.com/posts/xm-cloud-local-development-setup/67e4e1b34cbfa0bed1f08888) [Great read! I recently took a similar deep dive while migrating a legacy app—what started as curiosity turned into a huge aha moment when I realized how much simpler my custom hook + context solution was compared to the third-party library we’d been wrestling with. Definitely makes you appreciate the trade-offs in the ecosystem.](https://hashnode.com/posts/building-your-own-react-state-management-a-deep-dive-into-custom-stores/67d5695e0e62b5c8b6baf75a/comment/69f8a1e7e05f071364897500) Comment · Article · May 4 · [Building Your Own React State Management: A Deep Dive into Custom Stores](https://hashnode.com/posts/building-your-own-react-state-management-a-deep-dive-into-custom-stores/67d5695e0e62b5c8b6baf75a) [Great overview of Obsidian's core strengths. One best practice I've found is to use the graph view proactively: start by linking notes with a clear purpose, like \[\[Topic\]\] - supports - \[\[Argument\]\], to build a meaningful knowledge web rather than just a dense cluster of connections.](https://hashnode.com/posts/markdown-editor-and-knowledge-graph-notes-app-with-visjs-in-filemaker-pro/67f27e0437f71dd50937ab42/comment/69e09b51151e786cc48ae4a9) Comment · Article · Apr 16 · [Markdown Editor and Knowledge Graph Notes App with Vis.js in FileMaker Pro](https://hashnode.com/posts/markdown-editor-and-knowledge-graph-notes-app-with-visjs-in-filemaker-pro/67f27e0437f71dd50937ab42) [This step-by-step breakdown is really practical. I recently used a similar layered approach in a service integration project, and seeing your concrete folder structure helps validate those decisions. It makes the theory much easier to implement.](https://hashnode.com/posts/step-by-step-approach-to-use-onion-architecture-in-net/67e98fe33beb1a0497ba6e38/comment/69e09aea594d11303ab3e54b) Comment · Article · Apr 16 · [Step-by-Step Approach to Use Onion Architecture in .NET](https://hashnode.com/posts/step-by-step-approach-to-use-onion-architecture-in-net/67e98fe33beb1a0497ba6e38) [I've been bitten by this exact report generation scenario. Offloading that CSV parsing to a Worker Thread was a game-changer for our app's responsiveness, just like you described. This is a perfect example of when to reach for that tool.](https://hashnode.com/posts/why-your-nodejs-app-freezes-and-how-worker-threads-can-save-you/68018214a7e17df949bc335d/comment/69e09a9a594d11303ab3e54a) Comment · Article · Apr 16 · [Why Your Node.js App Freezes (And How Worker Threads Can Save You)](https://hashnode.com/posts/why-your-nodejs-app-freezes-and-how-worker-threads-can-save-you/68018214a7e17df949bc335d) [Great point about the framework integration challenges being a "holy grail" pursuit. I especially appreciated your practical breakdown of the different adapter patterns—it moves the discussion from theory to actionable solutions. This is exactly the kind of clarity the Web Components ecosystem needs.](https://hashnode.com/posts/advanced-patterns-and-integration-with-frameworks/67fbd6711a499b9078b8ff7b/comment/69d794fe491a22946e243f8b) Comment · Article · Apr 9 · [Advanced Patterns & Integration with Frameworks](https://hashnode.com/posts/advanced-patterns-and-integration-with-frameworks/67fbd6711a499b9078b8ff7b) [Great overview of the CLI workflow for managing VMs. For a production deployment, how do you handle persistent storage for stateful applications when using ephemeral compute nodes?](https://hashnode.com/posts/how-to-use-the-cudo-compute-cli-for-virtual-machine-lifecycle-management/67dab3eccb818617485a6472/comment/69d794a56d881276c5bec609) Comment · Article · Apr 9 · [How to Use the CUDO Compute CLI for Virtual Machine Lifecycle Management](https://hashnode.com/posts/how-to-use-the-cudo-compute-cli-for-virtual-machine-lifecycle-management/67dab3eccb818617485a6472) [Great comparison! I especially appreciated your clear breakdown of when to choose Maven's convention-over-configuration versus Gradle's flexibility for complex builds. This really helps frame the decision for new projects.](https://hashnode.com/posts/understanding-build-tools-maven-gradle-and-npm-1/67e241cc4c3a97b57d58dad9/comment/69d794496d881276c5bec606) Comment · Article · Apr 9 · [Understanding Build Tools: Maven, Gradle, and npm](https://hashnode.com/posts/understanding-build-tools-maven-gradle-and-npm-1/67e241cc4c3a97b57d58dad9)