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<ol class="chapter"><li class="chapter-item expanded "><a href="introduction.html"><strong aria-hidden="true">1.</strong> Introduction</a></li><li class="chapter-item expanded "><a href="picture-success.html"><strong aria-hidden="true">2.</strong> Picture of Success</a></li><li class="chapter-item expanded "><a href="success-factor.html"><strong aria-hidden="true">3.</strong> Success Factors</a></li><li><ol class="section"><li class="chapter-item expanded "><a href="success-hr.html"><strong aria-hidden="true">3.1.</strong> Success with HR</a></li><li class="chapter-item expanded "><a href="success-ai.html"><strong aria-hidden="true">3.2.</strong> Success with AI</a></li><li class="chapter-item expanded "><a href="success-cli.html"><strong aria-hidden="true">3.3.</strong> Success with CLI</a></li><li class="chapter-item expanded "><a href="success-linux.html"><strong aria-hidden="true">3.4.</strong> Success with Linux</a></li><li class="chapter-item expanded "><a href="success-postgresql.html"><strong aria-hidden="true">3.5.</strong> Success with PostgreSQL</a></li><li class="chapter-item expanded "><a href="success-api.html"><strong aria-hidden="true">3.6.</strong> Success with API</a></li></ol></li><li class="chapter-item expanded "><a href="getting-started.html"><strong aria-hidden="true">4.</strong> Getting Started</a></li><li class="chapter-item expanded "><a href="stack-faq.html"><strong aria-hidden="true">5.</strong> Stack FAQ</a></li><li class="chapter-item expanded "><a href="stack-tools.html" class="active"><strong aria-hidden="true">6.</strong> Stack Tools</a></li><li><ol class="section"><li class="chapter-item expanded "><a href="tool-incus.html"><strong aria-hidden="true">6.1.</strong> Incus</a></li><li class="chapter-item expanded "><a href="tool-linux.html"><strong aria-hidden="true">6.2.</strong> Linux</a></li><li class="chapter-item expanded "><a href="tool-postgresql.html"><strong aria-hidden="true">6.3.</strong> PostgreSQL</a></li><li class="chapter-item expanded "><a href="tool-postgrest.html"><strong aria-hidden="true">6.4.</strong> PostgREST</a></li><li class="chapter-item expanded "><a href="tool-aichat.html"><strong aria-hidden="true">6.5.</strong> AIChat</a></li><li class="chapter-item expanded "><a href="tool-nushell.html"><strong aria-hidden="true">6.6.</strong> Nushell</a></li><li class="chapter-item expanded "><a href="tool-zellij.html"><strong aria-hidden="true">6.7.</strong> Zellij</a></li><li class="chapter-item expanded "><a href="tool-git.html"><strong aria-hidden="true">6.8.</strong> Git</a></li><li class="chapter-item expanded "><a href="tool-obsidian.html"><strong aria-hidden="true">6.9.</strong> Obsidian</a></li><li class="chapter-item expanded "><a href="tool-netbird.html"><strong aria-hidden="true">6.10.</strong> Netbird</a></li><li class="chapter-item expanded "><a href="tool-idempiere.html"><strong aria-hidden="true">6.11.</strong> iDempiere</a></li><li class="chapter-item expanded "><a href="tool-htmx.html"><strong aria-hidden="true">6.12.</strong> htmx</a></li><li class="chapter-item expanded "><a href="tool-discourse.html"><strong aria-hidden="true">6.13.</strong> Discourse</a></li><li class="chapter-item expanded "><a href="tool-mdbook.html"><strong aria-hidden="true">6.14.</strong> mdBook</a></li><li class="chapter-item expanded "><a href="tool-others.html"><strong aria-hidden="true">6.15.</strong> Others</a></li></ol></li><li class="chapter-item expanded "><a href="stack-architecture.html"><strong aria-hidden="true">7.</strong> Stack Architecture</a></li><li class="chapter-item expanded "><a href="stack-application.html"><strong aria-hidden="true">8.</strong> Stack Application</a></li><li><ol class="section"><li class="chapter-item expanded "><a href="application-deploy.html"><strong aria-hidden="true">8.1.</strong> Deployment</a></li><li class="chapter-item expanded "><a href="application-workflow.html"><strong aria-hidden="true">8.2.</strong> Workflow</a></li><li class="chapter-item expanded "><a href="application-attribute.html"><strong aria-hidden="true">8.3.</strong> Attribute Tagging</a></li></ol></li><li class="chapter-item expanded "><a href="best-practices.html"><strong aria-hidden="true">9.</strong> Stack Best Practices</a></li><li><ol class="section"><li class="chapter-item expanded "><a href="best-practices-operation.html"><strong aria-hidden="true">9.1.</strong> Operation Best Practices</a></li><li><ol class="section"><li class="chapter-item expanded "><a href="best-practices-operation-say.html"><strong aria-hidden="true">9.1.1.</strong> Say What We Do</a></li><li class="chapter-item expanded "><a href="best-practices-operation-do.html"><strong aria-hidden="true">9.1.2.</strong> Do What We Said</a></li><li class="chapter-item expanded "><a href="best-practices-operation-prove.html"><strong aria-hidden="true">9.1.3.</strong> Prove We Did It</a></li><li class="chapter-item expanded "><a href="best-practices-operation-feedback.html"><strong aria-hidden="true">9.1.4.</strong> Welcome Feedback</a></li><li class="chapter-item expanded "><a href="best-practices-operation-improve.html"><strong aria-hidden="true">9.1.5.</strong> Continuously Improve</a></li></ol></li><li class="chapter-item expanded "><a href="data-management-philosophy.html"><strong aria-hidden="true">9.2.</strong> Data Management Philosophy</a></li><li class="chapter-item expanded "><a href="postgres-conventions.html"><strong aria-hidden="true">9.3.</strong> Postgres Conventions</a></li><li><ol class="section"><li class="chapter-item expanded "><a href="postgres-convention/schema.html"><strong aria-hidden="true">9.3.1.</strong> Private and API Schema</a></li><li class="chapter-item expanded "><a href="postgres-convention/abbreviation.html"><strong aria-hidden="true">9.3.2.</strong> Abbreviation</a></li><li class="chapter-item expanded "><a href="postgres-convention/table-convention.html"><strong aria-hidden="true">9.3.3.</strong> Table Convention</a></li><li class="chapter-item expanded "><a href="postgres-convention/column-convention.html"><strong aria-hidden="true">9.3.4.</strong> Column Convention</a></li><li class="chapter-item expanded "><a href="postgres-convention/table-record-convention.html"><strong aria-hidden="true">9.3.5.</strong> Table and Record</a></li><li class="chapter-item expanded "><a href="postgres-convention/uuid.html"><strong aria-hidden="true">9.3.6.</strong> UUID</a></li><li class="chapter-item expanded "><a href="postgres-convention/json-array-table-column.html"><strong aria-hidden="true">9.3.7.</strong> JSON vs Array vs Table</a></li><li class="chapter-item expanded "><a href="postgres-convention/enum-type-convention.html"><strong aria-hidden="true">9.3.8.</strong> enum and Type</a></li><li class="chapter-item expanded "><a href="postgres-convention/partition-convention.html"><strong aria-hidden="true">9.3.9.</strong> Partition</a></li><li class="chapter-item expanded "><a href="postgres-convention/function-convention.html"><strong aria-hidden="true">9.3.10.</strong> Function</a></li><li class="chapter-item expanded "><a href="postgres-convention/trigger-convention.html"><strong aria-hidden="true">9.3.11.</strong> Trigger</a></li><li class="chapter-item expanded "><a href="postgres-convention/comment.html"><strong aria-hidden="true">9.3.12.</strong> Comments</a></li><li class="chapter-item expanded "><a href="postgres-convention/sample-table-convention.html"><strong aria-hidden="true">9.3.13.</strong> Sample Table</a></li><li class="chapter-item expanded "><a href="postgres-convention/scalability-convention.html"><strong aria-hidden="true">9.3.14.</strong> Scalability</a></li><li class="chapter-item expanded "><a href="postgres-convention/nushell.html"><strong aria-hidden="true">9.3.15.</strong> Nushell psql</a></li><li class="chapter-item expanded "><a href="postgres-convention/to-be-resolved-convention.html"><strong aria-hidden="true">9.3.16.</strong> To Be Resolved</a></li></ol></li><li class="chapter-item expanded "><a href="postgres-services.html"><strong aria-hidden="true">9.4.</strong> Postgres Services</a></li><li><ol class="section"><li class="chapter-item expanded "><a href="postgres-convention/async.html"><strong aria-hidden="true">9.4.1.</strong> Async</a></li><li class="chapter-item expanded "><a href="postgres-convention/attribute-tag.html"><strong aria-hidden="true">9.4.2.</strong> Attribute Tagging</a></li><li class="chapter-item expanded "><a href="postgres-convention/change-log.html"><strong aria-hidden="true">9.4.3.</strong> Change Log</a></li><li class="chapter-item expanded "><a href="postgres-convention/event.html"><strong aria-hidden="true">9.4.4.</strong> Event</a></li><li class="chapter-item expanded "><a href="postgres-convention/notify.html"><strong aria-hidden="true">9.4.5.</strong> Notify</a></li><li class="chapter-item expanded "><a href="postgres-convention/request.html"><strong aria-hidden="true">9.4.6.</strong> Request Workflow</a></li><li class="chapter-item expanded "><a href="postgres-convention/statistics-convention.html"><strong aria-hidden="true">9.4.7.</strong> Statistics</a></li><li class="chapter-item expanded "><a href="postgres-convention/system-configuration-convention.html"><strong aria-hidden="true">9.4.8.</strong> System Configuration</a></li></ol></li></ol></li><li class="chapter-item expanded "><a href="cli-tutor.html"><strong aria-hidden="true">10.</strong> Stack Tutor</a></li><li class="chapter-item expanded "><a href="stack-academy.html"><strong aria-hidden="true">11.</strong> Stack Academy</a></li><li class="chapter-item expanded "><a href="stack-local.html"><strong aria-hidden="true">12.</strong> Local Community Support</a></li><li class="chapter-item expanded "><a href="terminology.html"><strong aria-hidden="true">13.</strong> Terminology</a></li><li class="chapter-item expanded "><a href="roadmap.html"><strong aria-hidden="true">14.</strong> Roadmap</a></li><li class="chapter-item expanded "><a href="project-history.html"><strong aria-hidden="true">15.</strong> Project History</a></li><li class="chapter-item expanded "><a href="reference.html"><strong aria-hidden="true">16.</strong> References</a></li><li class="chapter-item expanded affix "><li class="spacer"></li><li class="chapter-item expanded "><a href="code-of-conduct.html"><strong aria-hidden="true">17.</strong> Code of Conduct</a></li><li class="chapter-item expanded "><a href="privacy-policy.html"><strong aria-hidden="true">18.</strong> Privacy Policy</a></li><li class="chapter-item expanded affix "><li class="spacer"></li><li class="chapter-item expanded "><a href="blog.html"><strong aria-hidden="true">19.</strong> Blog</a></li><li><ol class="section"><li class="chapter-item expanded "><a href="blog-postgresql-json-show-sales-order.html"><strong aria-hidden="true">19.1.</strong> How to Extract JSON from PostgreSQL</a></li><li class="chapter-item expanded "><a href="blog-incus-netbird-phoenixnap-isolated.html"><strong aria-hidden="true">19.2.</strong> Isolated Public-Facing Services in Incus</a></li><li class="chapter-item expanded "><a href="blog-local-co-op-funding-help.html"><strong aria-hidden="true">19.3.</strong> Local AI Funding - Time to Bring Back the Co-op</a></li><li class="chapter-item expanded "><a href="blog-llm-ai-production-deploy.html"><strong aria-hidden="true">19.4.</strong> Production Open Source Chat with Work Instructions</a></li><li class="chapter-item expanded "><a href="blog-chuck-stack-it-job-description-assessment.html"><strong aria-hidden="true">19.5.</strong> chuck-stack IT Job Description</a></li><li class="chapter-item expanded "><a href="blog-rsync-net.html"><strong aria-hidden="true">19.6.</strong> Immutable Off-site Backups are Imperative</a></li><li class="chapter-item expanded "><a href="blog-llm-ai-operations-automation.html"><strong aria-hidden="true">19.7.</strong> Operations AI LLM Automation in 2025</a></li><li class="chapter-item expanded "><a href="blog-incus-netbird-phoenixnap.html"><strong aria-hidden="true">19.8.</strong> Hybrid Cloud Strategy: Incus + Netbird + PhoenixNAP</a></li><li class="chapter-item expanded "><a href="blog-letter-ceo.html"><strong aria-hidden="true">19.9.</strong> Letter to the CEO</a></li><li class="chapter-item expanded "><a href="blog-cli-better.html"><strong aria-hidden="true">19.10.</strong> The CLI is better than...</a></li><li class="chapter-item expanded "><a href="blog-conversational-enterprise-computing.html"><strong aria-hidden="true">19.11.</strong> Why Conversational Enterprise Computing Matters</a></li><li class="chapter-item expanded "><a href="blog-work-instruction-sexy.html"><strong aria-hidden="true">19.12.</strong> Work Instructions Make your Organization Sexy</a></li><li class="chapter-item expanded "><a href="blog-live-markdown-world.html"><strong aria-hidden="true">19.13.</strong> We Live in a Markdown World</a></li></ol></li></ol>
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<h1 id="chuck-stack-tools"><a class="header" href="#chuck-stack-tools">chuck-stack Tools</a></h1>
<p>The purpose of this page is to help you understand what tools we choose to include in the chuck-stack and why we chose them. The chuck-stack has been cultivated over the last 25 years. Much effort, testing and production use has gone into this list of tools and its selection criteria.</p>
<h2 id="toc"><a class="header" href="#toc">TOC</a></h2>
<ul>
<li><a href="#selection-criteria-summary">Selection Criteria Summary</a></li>
<li><a href="#selection-criteria-details">Selection Criteria Details</a></li>
<li><a href="#language-preference">Language Preference</a></li>
<li><a href="#critical-path-tools">Critical Path Tools</a></li>
<li><a href="#other-tools">Other Tools</a></li>
</ul>
<h2 id="selection-criteria-summary"><a class="header" href="#selection-criteria-summary">Selection Criteria Summary</a></h2>
<p>When choosing our stack tools, we:</p>
<ul>
<li>Focus on commonly used and well understood tools to make AI augmentation easier. The better AI understands a tool, the more AI can do the work for you.</li>
<li>Choose tools that build on one another: Incus => Linux => PostgreSQL => PostgREST => Nushell => AIChat => Zellij...</li>
<li>Select tools that allow unlimited usage and scale massively.</li>
</ul>
<h2 id="selection-criteria-details"><a class="header" href="#selection-criteria-details">Selection Criteria Details</a></h2>
<p>Here are the more detailed guidelines for inclusion:</p>
<ul>
<li><strong>Commonly used</strong> - and well understood to make AI augmentation easier.</li>
<li><strong>Open source</strong> - or at least as open as possible.</li>
<li><strong>Start simple</strong> - easy to understand and reason about. Either the tools is just easy to understand, or the chuck-stack can make it easy by example and/or explanation. <a href="./tool-linux.html#nix">Nix</a> pushes this concept a little (or a lot); however, the power and simplicity it creates is worth the extra effort.</li>
<li><strong>Basic functionality</strong> - supports basics like CRUD (create, read, update and delete) with minimal effort.</li>
<li><strong>Kind educator</strong> - needs someone in the community who makes the technology kind to the target audience.</li>
<li><strong>Kind integrator</strong> - needs someone local to you digitally to help you leverage the tool.</li>
<li><strong>Hosting option</strong> - solution offers a reasonable hosting option to help you get started (examples: <a href="./tool-netbird.html">netbird</a>, <a href="./tool-discourse.html">discourse</a>).</li>
<li><strong>Synergy</strong> - supports other tools in the stack. Example: runs on or integrates with PostgreSQL.</li>
<li><strong>Simple architecture</strong> - not overly complicated relative to the tool's purpose.</li>
<li><strong>Enterprise scalability</strong> - it needs to scale to support an organization of at least 1,000+ across multiple continents.</li>
<li><strong>Enterprise testing and deployment</strong> - it needs to support team development where improvements can be development, tested and accepted in dedicated environments and easily migrated to production using CI/CD concepts or scripts.</li>
<li><strong>Deployment safety and simplicity</strong> - needs to create safe applications that deploy with minimal dependencies.</li>
<li><strong>Safe, reliable and performant</strong> - if a system is not safe, reliability does not matter. If it is not reliable, performance does not matter.</li>
<li><strong>Command Line Interface (CLI) centric</strong> - we love cli interfaces because they are accessible from anywhere.</li>
<li><strong>REST centric</strong> - we love scriptable interfaces that can be called from anywhere (not just the cli).</li>
<li><strong>Globally deployed</strong> - supports any organization in an corner of the world on almost any hosting platform.</li>
</ul>
<h2 id="language-preference"><a class="header" href="#language-preference">Language Preference</a></h2>
<p>You might observe that we have a preference for applications written in the modern languages like Rust and Zig that a) compile directly to native binaries, b) run in a deterministic manner (example: no garbage collection), and c) create a tool chain that is both easy to use, script and reason about.</p>
<p>This preference is intentional for the following reasons:</p>
<ul>
<li>Rust and Zig promote writing more safe applications by eliminating many of mistakes that have plagued developers for the last 30 years.</li>
<li>These applications typically compile down to a single binary.</li>
<li>These tool chains are simple to understand and execute for both application development and deployment.</li>
<li>These applications tend to perform better and faster than their counterparts.</li>
<li>These tool chains support full stack development thus minimizing the number of experts needed to solve a problem.</li>
<li>These community's practices and values align with the chuck-stack community. See our <a href="./code-of-conduct.html">code of conduct</a> as an example.</li>
</ul>
<h2 id="critical-path-tools"><a class="header" href="#critical-path-tools">Critical Path Tools</a></h2>
<p>The sub-pages that follow identify critical path tools that create <a href="./terminology.html#synergy">synergy</a> with each other. These tools include <a href="./tool-incus.html">Incus (virtualization)</a>, <a href="./tool-linux.html">Linux (compute)</a>, <a href="./tool-postgresql.html">PostgreSQL (data)</a>, <a href="./tool-postgrest.html">PostgREST (API)</a>, <a href="./tool-aichat.html">aichat (AI)</a>, <a href="./tool-nushell.html">Nushell (system and data)</a>, and more...</p>
<h2 id="other-tools"><a class="header" href="#other-tools">Other Tools</a></h2>
<p><a href="./tool-others.html">Other tools</a> play a supporting role in the chuck-stack and an organization's success.</p>
<br>
<p>Copyright © 2024-<script>document.write(new Date().getFullYear())</script>, CHUBOE LLC. All rights reserved.</p> <!--chuboe changed-->
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