JFrog Reference Architecture

Planning skill for topology, sizing, and deployment. Answers must come from live fetches of the JFrog Platform Reference Architecture — not from training data or duplicated tables in this repo.

Prerequisites

• Read ../jfrog/SKILL.md for JFrog Platform concepts, product vocabulary, and routing to other workflows.
• No jf CLI required for planning-only questions (no live instance needed).

Source of truth

Every factual claim (numbers, template names, limitations, infrastructure guidance) must come from a WebFetch in the current session. If fetch fails, retry or ask the user to open the URL — do not guess from memory.

Citations: Use the URL: line from the relevant section in the fetched content (public HTML URL). You may note content was read from llms-full.txt.

For fetch URLs, size thresholds, and the fallback ladder, see [references/doc-access.md](references/doc-access.md).

Gotchas

Session bootstrap

Before answering a reference-architecture question:

1. WebFetch https://jfrog.com/reference-architecture/llms-full.txt (primary).
2. Keep the response in context for follow-ups in the same thread.
3. Note approximate response size. If over 1 MB, or truncated, follow the downgrade path in references/doc-access.md (sitemap + targeted index.md).
4. Re-bootstrap when uncertain after long unrelated conversation.

Request full_network (or the runtime equivalent) when WebFetch is blocked.

Parsing llms-full.txt

Sections are separated by --- and typically include:

• # <Title>
• URL: https://jfrog.com/reference-architecture/...
• Optional > <summary>
• Body text (may be condensed vs the HTML page)

Use only text from the fetch. For recommendations, cite the section’s URL: line.

Intent routing

SaaS paths use prefix jfrog-saas, not saas.

Workflow: Sizing

1. Bootstrap llms-full.txt (unless downgraded to single-page fetch).
2. Find the Sizing section. Build follow-up questions from Artifactory Sizing Templates Criteria in the fetch (peak Requests Per Minute and Concurrent Connections per template).
3. Use AskQuestion when available; otherwise numbered options using labels from the fetched table only.
4. If the user mentions Xray or production, use Xray Sizing Templates Criteria and production warnings from the same fetch (e.g. small is not for production).
5. If the user names a cloud, use AWS Sizing / Azure / GCP sections from the fetch.
6. Recommend a template (small through 2xlarge) and cite the sizing page URL: from the dump.
7. Helm: Recommend the jfrog-platform chart with -f sizing/platform-<template>.yaml. WebFetch the chart README if the user wants exact install commands.

Sizing output template

## Recommended sizing

- **Template**: <from fetched table>
- **Artifactory**: <RPM and concurrent connections from fetched table>
- **Xray** (if applicable): <from fetched Xray table>
- **Source**: <URL: line from Sizing section>
- **Helm**: `helm upgrade --install` with `-f sizing/platform-<template>.yaml` on chart `jfrog/jfrog-platform`
- **Caveats**: <Notes / additional factors from fetched Sizing section>

Workflow: Topology and use cases

1. Bootstrap llms-full.txt.
2. Ask 1–2 follow-ups per turn until hosting model and site count are clear:

- SaaS vs self-managed (if unsure, fetch home/overview from dump and mention SaaS value proposition from site text). - Single site vs multi site. - For multi-site: DR/failover, geo performance, CI/CD separation, edges, hybrid variants, IoT, subsidiaries/vendors, air-gapped (self-managed only), archiving.

1. List documented use cases: Filter all URL: lines containing /use-cases/ from the dump; group under JFrog SaaS vs Self-managed. Fallback: sitemap.xml if the user wants sitemap-complete listing.
2. Recommend a use case: Match the user’s answers to sections in the dump; cite each URL:. If the dump is insufficient for one page, WebFetch https://jfrog.com/reference-architecture/<path>/index.md for that URL: path.
3. No exact match: Suggest combining documented patterns (e.g. active-passive for DR + main-site-with-edges); fetch each component section before describing how they combine. Remind that the ref arch is a starting point for emerging cases.

Workflow: Deployment

1. Bootstrap llms-full.txt.
2. Use deployment, considerations, HA, database, storage, and cloud sections from the fetch.
3. Default policy (not a substitute for ref-arch facts): Deploy on Kubernetes with the jfrog-platform Helm chart even when the user only wants Artifactory — enable Artifactory, disable other products in values. Do not steer to legacy standalone Artifactory charts unless the user explicitly requires non-Kubernetes deployment.
4. Production reminders from fetched content where applicable: external managed PostgreSQL (not bundled chart DB for production), object storage / cluster-file-system for HA, Enterprise license for replicaCount > 1.
5. WebFetch the chart README when the user needs install snippets, OpenShift (openshift-values.yaml last), or RabbitMQ quorum files.

Deployment output template

## Deployment recommendation

- **Runtime**: Kubernetes + jfrog-platform Helm chart
- **Reference**: <URL: from deployment-related sections>
- **Key considerations**: <bullets from fetched considerations sections>
- **Helm** (if requested): <commands from chart README fetch>

When to read reference files

• Fetch ladder, Markdown URL rule, size governance: [references/doc-access.md](references/doc-access.md)

Examples

Sizing: User asks what sizing to set for Artifactory → bootstrap llms-full → ask peak RPM using fetched table options → recommend template and Helm sizing file.

List use cases: User asks for all documented use cases → bootstrap llms-full → list grouped by SaaS vs self-managed from URL: lines in dump.

Topology: User needs DR across two regions → clarify SaaS vs self-managed → recommend active-passive (or related) section from dump with URL: citations.

Deploy: User wants Artifactory on EKS → deployment + AWS sizing sections from dump → jfrog-platform chart with external DB and sizing values file.