https://crackerjackmack.com/ai/Recent content in AI on CrackerJackMackHugo -- 0.148.2en-usMon, 15 Jun 2026 09:21:20 -0500https://crackerjackmack.com/ai/paradigm-mapper-old-to-new/Fri, 12 Jun 2026 00:00:00 +0000https://crackerjackmack.com/ai/paradigm-mapper-old-to-new/<h1 id="goal">Goal</h1> <p>Match old paradigms to new paradigms. Can cause 💡 if you don&rsquo;t <em>&ldquo;get it&rdquo;</em> yet.</p> <h1 id="rosetta-stone">Rosetta Stone</h1> <div class="ai-mapper-table"> <table> <thead> <tr> <th style="text-align: left">Old</th> <th style="text-align: left">New</th> <th style="text-align: left">Reference</th> </tr> </thead> <tbody> <tr> <td style="text-align: left">Automation</td> <td style="text-align: left">Agentic</td> <td style="text-align: left"><a href="https://xkcd.com/303/">&ldquo;I&rsquo;m compiling&rdquo;</a> </td> </tr> <tr> <td style="text-align: left">Heap</td> <td style="text-align: left">Model</td> <td style="text-align: left">context window <a href="https://arxiv.org/pdf/2509.21361v1" class="ref-link">1</a> <a href="https://redis.io/blog/llm-context-windows/" class="ref-link">2</a> <a href="https://platform.claude.com/docs/en/build-with-claude/context-windows" class="ref-link">3</a> </td> </tr> <tr> <td style="text-align: left">Runtime</td> <td style="text-align: left">Model</td> <td style="text-align: left">JDK</td> </tr> <tr> <td style="text-align: left">DSL</td> <td style="text-align: left">Prompts</td> <td style="text-align: left">Prompt engineering</td> </tr> <tr> <td style="text-align: left">Modules</td> <td style="text-align: left">Personas<br/>Role</td> <td style="text-align: left">&ldquo;you are an experienced javascript developer fluent in Vue.js&rdquo; <a href="https://apxml.com/courses/prompt-engineering-agentic-workflows/chapter-2-advanced-prompting-agent-control/assigning-roles-personas-agents" class="ref-link">1</a> <a href="https://galileo.ai/blog/analyze-multi-agent-workflows" class="ref-link">2</a> </td> </tr> <tr> <td style="text-align: left">Threading</td> <td style="text-align: left">Agents<br/>Sub-agents</td> <td style="text-align: left"><a href="https://galileo.ai/blog/a-field-guide-to-ai-agents" class="ref-link">1</a> </td> </tr> <tr> <td style="text-align: left">OS</td> <td style="text-align: left">Harness</td> <td style="text-align: left">claude<br/>open-code<br/>context-management <a href="https://github.com/Meirtz/Awesome-Context-Engineering#0-agent-harnesses-and-runtime-systems" class="ref-link">1</a> </td> </tr> <tr> <td style="text-align: left">GRC &amp; IAM</td> <td style="text-align: left">AI control plane</td> <td style="text-align: left">Policy + security + cost governance <a href="https://learn.microsoft.com/en-us/azure/foundry/control-plane/overview" class="ref-link">1</a> <a href="https://learn.microsoft.com/en-us/azure/cloud-adoption-framework/ai-agents/governance-security-across-organization" class="ref-link">2</a> <a href="https://docs.aws.amazon.com/bedrock/latest/userguide/security.html" class="ref-link">3</a> <a href="https://www.nist.gov/itl/ai-risk-management-framework" class="ref-link">4</a> </td> </tr> <tr> <td style="text-align: left">Functions</td> <td style="text-align: left">Skills</td> <td style="text-align: left">agentic guides <a href="https://officialskills.sh/" class="ref-link">1</a> <br/>/caveman <a href="https://github.com/juliusbrussee/caveman" class="ref-link">1</a> <br/>/csv <a href="https://github.com/coffeefuelbump/csv-data-summarizer-claude-skill/blob/main/SKILL.md" class="ref-link">1</a> </td> </tr> <tr> <td style="text-align: left">TDD<br/>BDD<br/>SDD</td> <td style="text-align: left">Frameworks</td> <td style="text-align: left">Spec-driven <a href="https://martinfowler.com/articles/exploring-gen-ai/sdd-3-tools.html" class="ref-link">1</a> <a href="https://github.com/github/spec-kit" class="ref-link">2</a> <a href="https://heeki.medium.com/using-spec-driven-development-with-claude-code-4a1ebe5d9f29" class="ref-link">3</a> <br/>CoT <a href="https://medium.com/@daniellefranca96/rcot-reflective-chain-of-thoughts-b6250694a345" class="ref-link">1</a> <a href="https://github.com/daniellefranca96/reflective-chain-of-thoughts" class="ref-link">2</a> <a href="https://learnprompting.org/docs/advanced/self_criticism/rcot" class="ref-link">3</a> <a href="https://www.diva-portal.org/smash/get/diva2:1813648/FULLTEXT01.pdf" class="ref-link">4</a> <a href="https://galileo.ai/blog/chain-of-thought-prompting-techniques" class="ref-link">5</a> <br/>CRAFT <a href="https://medium.com/@vineetagarwal98/the-craft-of-great-prompts-laying-the-foundation-for-your-ai-travel-agent-6ecaa93439fd" class="ref-link">1</a> <br/>CLEAR <a href="https://www.sciencedirect.com/science/article/abs/pii/S0099133323000599" class="ref-link">1</a> <a href="https://guides.library.georgetown.edu/ai/prompts" class="ref-link">2</a> </td> </tr> <tr> <td style="text-align: left">Compile-time optimizations</td> <td style="text-align: left">fine tuning</td> <td style="text-align: left">p-tuning <a href="https://aclanthology.org/2022.acl-short.8/" class="ref-link">1</a> <a href="https://arxiv.org/abs/2110.07602" class="ref-link">2</a> <a href="https://huggingface.co/docs/peft/package_reference/p_tuning" class="ref-link">3</a> <br/>LoRA <a href="https://arxiv.org/abs/2106.09685" class="ref-link">1</a> <a href="https://huggingface.co/docs/diffusers/en/training/lora" class="ref-link">2</a> <br/>Quantization <a href="https://huggingface.co/docs/diffusers/en/quantization/overview" class="ref-link">1</a> <a href="https://developer.nvidia.com/blog/model-quantization-concepts-methods-and-why-it-matters/" class="ref-link">2</a> <a href="https://arxiv.org/html/2411.02530v1" class="ref-link">3</a> </td> </tr> </tbody> </table> </div>