{
  "schema": "jrlopez-atom-index/1.0",
  "name": "Joey Lopez",
  "description": "A pastebin of useful things \u2014 prompt templates, teaching materials, security research, workshop kits.",
  "base_url": "https://jrlopez.dev/",
  "updated": "2026-03-25",
  "total": 27,
  "tags": [
    "prompting",
    "security",
    "methodology",
    "code",
    "teaching",
    "template",
    "theory",
    "reference"
  ],
  "atoms": [
    {
      "id": 1,
      "title": "Your Regex Guardrails Are Provably Blind",
      "desc": "Formal proof that regex safety filters have a fatal algebraic blind spot.",
      "html_url": "https://github.com/josephrobertlopez/aperiodic-guardrails/blob/main/paper/main.pdf",
      "md_url": null,
      "tags": [
        "security",
        "theory"
      ],
      "date": "2025-11-15"
    },
    {
      "id": 2,
      "title": "Guardrails for Engineers",
      "desc": "The paper for engineers \u2014 no PhD required.",
      "html_url": "p/guardrails-engineers.html",
      "md_url": null,
      "tags": [
        "security",
        "reference",
        "teaching"
      ],
      "date": "2025-12-01"
    },
    {
      "id": 3,
      "title": "Guardrails Deep Dive",
      "desc": "Interactive walkthrough of the proof.",
      "html_url": "p/guardrails-deep-dive.html",
      "md_url": null,
      "tags": [
        "security",
        "prompting",
        "teaching",
        "theory"
      ],
      "date": "2025-12-10"
    },
    {
      "id": 4,
      "title": "Prompt Patterns (Foundational)",
      "desc": "Zero-shot, few-shot, chain-of-thought, persona, template.",
      "html_url": "p/prompting.html",
      "md_url": null,
      "tags": [
        "prompting",
        "reference",
        "teaching",
        "template"
      ],
      "date": "2025-10-20"
    },
    {
      "id": 5,
      "title": "Prompt Patterns (Advanced)",
      "desc": "ReAct, Tree of Thoughts, self-consistency, constitutional AI.",
      "html_url": "p/prompting-advanced.html",
      "md_url": null,
      "tags": [
        "prompting",
        "reference",
        "teaching"
      ],
      "date": "2025-11-05"
    },
    {
      "id": 6,
      "title": "AI Learning Hub",
      "desc": "Guided path: why AI \u2192 tools \u2192 patterns \u2192 pick your track.",
      "html_url": "p/ai-learning-hub.html",
      "md_url": null,
      "tags": [
        "prompting",
        "teaching"
      ],
      "date": "2026-03-22"
    },
    {
      "id": 7,
      "title": "Bootcamp Skills",
      "desc": "5 role-specific skills \u2014 Swagger-style with copy buttons.",
      "html_url": "p/bootcamp-skills.html",
      "md_url": null,
      "tags": [
        "prompting",
        "teaching",
        "template"
      ],
      "date": "2026-02-15"
    },
    {
      "id": 8,
      "title": "Bootcamp Prereq",
      "desc": "15-minute self-study before the live session.",
      "html_url": "p/bootcamp-prereq.html",
      "md_url": null,
      "tags": [
        "prompting",
        "teaching",
        "reference"
      ],
      "date": "2026-01-10"
    },
    {
      "id": 9,
      "title": "Session 1 \u2014 Patterns",
      "desc": "Three Approaches, foundational patterns, priority builder.",
      "html_url": "p/bootcamp-session1.html",
      "md_url": null,
      "tags": [
        "prompting",
        "teaching"
      ],
      "date": "2026-01-15"
    },
    {
      "id": 10,
      "title": "Session 2 \u2014 Advanced",
      "desc": "ReAct, Tree of Thoughts, spec-kit, interview prep.",
      "html_url": "p/bootcamp-session2.html",
      "md_url": null,
      "tags": [
        "prompting",
        "teaching"
      ],
      "date": "2026-01-22"
    },
    {
      "id": 11,
      "title": "Quick Reference Cards",
      "desc": "6-card one-pager of all frameworks.",
      "html_url": "p/bootcamp-reference.html",
      "md_url": null,
      "tags": [
        "reference",
        "prompting",
        "template"
      ],
      "date": "2026-01-20"
    },
    {
      "id": 12,
      "title": "Facilitator Guide",
      "desc": "Minute-by-minute script for running the workshop.",
      "html_url": "p/bootcamp-facilitator.html",
      "md_url": null,
      "tags": [
        "prompting",
        "teaching"
      ],
      "date": "2026-01-18"
    },
    {
      "id": 13,
      "title": "Prompts Are Programs",
      "desc": "Composition cheat sheet. Load/Chain/Compose operators.",
      "html_url": "p/prompt-cheatsheet.html",
      "md_url": null,
      "tags": [
        "methodology",
        "prompting",
        "template",
        "reference"
      ],
      "date": "2025-11-20"
    },
    {
      "id": 14,
      "title": "Diagrams as Prompts",
      "desc": "Mermaid diagrams as structured reasoning inputs.",
      "html_url": "p/mermaid-prompts.html",
      "md_url": null,
      "tags": [
        "methodology",
        "theory"
      ],
      "date": "2026-02-10"
    },
    {
      "id": 15,
      "title": "Lattice-Driven Development",
      "desc": "Dependency-ordered dev. Build L1 before L2.",
      "html_url": "p/lattice-dev.html",
      "md_url": null,
      "tags": [
        "methodology",
        "code",
        "theory"
      ],
      "date": "2026-03-08"
    },
    {
      "id": 16,
      "title": "prompt-kit",
      "desc": "The prompt templates I actually use. Clone and adapt.",
      "html_url": "https://github.com/josephrobertlopez/prompt-kit",
      "md_url": null,
      "tags": [
        "code",
        "prompting",
        "template"
      ],
      "date": "2025-12-15"
    },
    {
      "id": 17,
      "title": "Dev Second Brain",
      "desc": "ReAct-driven code migrations, refactoring, debugging.",
      "html_url": "p/bootcamp-skills.html#tab-dev",
      "md_url": "p/skills-dev-second-brain.md",
      "tags": [
        "code",
        "template"
      ],
      "date": "2026-03-20"
    },
    {
      "id": 18,
      "title": "PO/PM Second Brain",
      "desc": "User stories, backlogs, roadmaps, exec reports.",
      "html_url": "p/bootcamp-skills.html#tab-po",
      "md_url": "p/skills-po-second-brain.md",
      "tags": [
        "prompting",
        "template"
      ],
      "date": "2026-03-20"
    },
    {
      "id": 19,
      "title": "DL Second Brain",
      "desc": "Priorities, risk matrices, status reports, onboarding.",
      "html_url": "p/bootcamp-skills.html#tab-dl",
      "md_url": "p/skills-dl-second-brain.md",
      "tags": [
        "prompting",
        "template"
      ],
      "date": "2026-03-20"
    },
    {
      "id": 20,
      "title": "TL Second Brain",
      "desc": "ADRs, metaprompts, spike plans, .cursorrules.",
      "html_url": "p/bootcamp-skills.html#tab-tl",
      "md_url": "p/skills-tl-second-brain.md",
      "tags": [
        "code",
        "template"
      ],
      "date": "2026-03-20"
    },
    {
      "id": 21,
      "title": "Make Skills (Capstone)",
      "desc": "Build your own skill from any repeated task.",
      "html_url": "p/bootcamp-skills.html#tab-make",
      "md_url": "p/skills-make-skills.md",
      "tags": [
        "methodology",
        "teaching",
        "template"
      ],
      "date": "2026-03-20"
    },
    {
      "id": 22,
      "title": "Resume",
      "desc": "Sr. Data Engineer \u2014 5 years financial services.",
      "html_url": "resume.html",
      "md_url": null,
      "tags": [
        "reference"
      ],
      "date": "2026-03-24"
    },
    {
      "id": 23,
      "title": "Aperiodic Guardrails Repo",
      "desc": "Source code + 91 pattern analysis dataset.",
      "html_url": "https://github.com/josephrobertlopez/aperiodic-guardrails",
      "md_url": null,
      "tags": [
        "code",
        "security"
      ],
      "date": "2025-11-15"
    },
    {
      "id": 24,
      "title": "Prompt Engineering Bootcamp",
      "desc": "90-minute hands-on workshop \u2014 systematic AI workflows, role-specific tracks, capstone skill build.",
      "html_url": "p/prompt-engineering-bootcamp.html",
      "md_url": "p/prompt-engineering-bootcamp.md",
      "tags": [
        "prompting",
        "teaching"
      ],
      "date": "2026-01-10"
    },
    {
      "id": 25,
      "title": "About",
      "desc": "CHSPE \u2192 community college \u2192 UC Irvine \u2192 data engineering \u2192 formal proofs via AI agents.",
      "html_url": "p/about.html",
      "md_url": "p/about.md",
      "tags": [
        "reference"
      ],
      "date": "2026-03-25"
    },
    {
      "id": 26,
      "title": "Agent-First Website Design",
      "desc": "Your website has two audiences now. One of them doesn't have eyes. Standards, patterns, implementation.",
      "html_url": "p/agent-first-design.html",
      "md_url": "p/agent-first-design.md",
      "tags": [
        "methodology",
        "code",
        "theory"
      ],
      "date": "2026-03-25"
    },
    {
      "id": 27,
      "title": "I Taught Claude to Pay My Water Bill",
      "desc": "My card number ended up in the AI context window. So I built a credential isolation layer.",
      "html_url": "p/secrets-router.html",
      "md_url": "p/secrets-router.md",
      "tags": [
        "code",
        "security"
      ],
      "date": "2026-03-26"
    }
  ]
}