diff --git a/README.md b/README.md index 2ff2659..81d42f2 100644 --- a/README.md +++ b/README.md @@ -1,34 +1,12 @@ # Archgate Studies -Reproducible studies on architecture governance, review friction, and ADR-driven standardization. +Source code, data artifacts, and proposed ADRs for Archgate's reproducible governance studies. -## Website - -The studies website is published at: - -- https://studies.archgate.dev - -The site uses Astro + Starlight, so studies are written in Markdown/MDX instead of hand-crafted HTML. - -### Local development - -```bash -npm install -npm run dev -``` - -### Build - -```bash -npm run build -``` - -Site source lives in `src/content/docs/` and deployment is handled externally via Cloudflare. +The published narratives are at [docs.archgate.dev/studies/](https://docs.archgate.dev/studies/). ## Studies -- `studies/sentry-pr-review-friction/` - methodology code and generated data artifacts for the Sentry PR friction study. -- Published narrative: `src/content/docs/studies/sentry-pr-review-friction.mdx` +- `studies/sentry-pr-review-friction/` — methodology code, generated data artifacts, proposed ADRs, and lint rules for the Sentry PR friction study. ## Peer review workflow diff --git a/astro.config.mjs b/astro.config.mjs deleted file mode 100644 index e00d21e..0000000 --- a/astro.config.mjs +++ /dev/null @@ -1,70 +0,0 @@ -import starlight from "@astrojs/starlight"; -import { defineConfig } from "astro/config"; - -export default defineConfig({ - site: "https://studies.archgate.dev", - integrations: [ - starlight({ - title: "Archgate Studies", - defaultLocale: "root", - locales: { - root: { label: "English", lang: "en" }, - }, - description: - "Reproducible, peer-reviewable studies on software governance and ADR enforcement.", - favicon: "/favicon.svg", - components: { Head: "./src/components/Head.astro" }, - social: [ - { - icon: "github", - label: "GitHub", - href: "https://github.com/archgate/studies", - }, - ], - customCss: [ - "@fontsource/inter/400.css", - "@fontsource/inter/500.css", - "@fontsource/inter/600.css", - "@fontsource/inter/700.css", - "@fontsource/noto-serif/400.css", - "@fontsource/noto-serif/400-italic.css", - "@fontsource/noto-serif/500.css", - "@fontsource/noto-serif/600.css", - "@fontsource/noto-serif/700.css", - "./src/styles/custom.css", - ], - sidebar: [ - { - label: "Home", - link: "/", - }, - { - label: "Published Studies", - items: [ - { - label: "All Studies", - link: "/studies/", - }, - { - label: "Sentry PR Friction & ADR Standardization", - collapsed: false, - items: [ - { autogenerate: { directory: "studies/sentry-pr-review-friction" } }, - ], - }, - ], - }, - { - label: "Resources", - items: [ - { - label: "Source Repository", - link: "https://github.com/archgate/studies", - attrs: { target: "_blank" }, - }, - ], - }, - ], - }), - ], -}); diff --git a/package-lock.json b/package-lock.json deleted file mode 100644 index 3710e2b..0000000 --- a/package-lock.json +++ /dev/null @@ -1,6426 +0,0 @@ -{ - "name": "archgate-studies-site", - "version": "0.1.0", - "lockfileVersion": 3, - "requires": true, - "packages": { - "": { - "name": "archgate-studies-site", - "version": "0.1.0", - "dependencies": { - "@astrojs/starlight": "^0.39.0", - "@fontsource/inter": "^5.2.8", - "@fontsource/noto-serif": "^5.2.9", - "astro": "^6.1.1", - "posthog-js": "^1.368.2" - } - }, - "node_modules/@astrojs/compiler": { - "version": "4.0.0", - "resolved": "https://registry.npmjs.org/@astrojs/compiler/-/compiler-4.0.0.tgz", - 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"$schema": "https://docs.renovatebot.com/renovate-schema.json", - "extends": [ - "local>archgate/renovate-config" - ] -} diff --git a/src/components/Head.astro b/src/components/Head.astro deleted file mode 100644 index aad61d2..0000000 --- a/src/components/Head.astro +++ /dev/null @@ -1,25 +0,0 @@ ---- -/** - * Custom Starlight Head override. - * - * Extends the default Starlight with PostHog web analytics, - * initialized via the `posthog-js` SDK. Traffic is routed through the - * managed reverse proxy at n.archgate.dev; `ui_host` points back to - * eu.posthog.com so PostHog dashboard deep-links resolve correctly. - * - * Registered via `components: { Head }` in astro.config.mjs. - */ -import Default from "@astrojs/starlight/components/Head.astro"; ---- - - - - diff --git a/src/content.config.ts b/src/content.config.ts deleted file mode 100644 index 0bead42..0000000 --- a/src/content.config.ts +++ /dev/null @@ -1,7 +0,0 @@ -import { docsLoader } from "@astrojs/starlight/loaders"; -import { docsSchema } from "@astrojs/starlight/schema"; -import { defineCollection } from "astro:content"; - -export const collections = { - docs: defineCollection({ loader: docsLoader(), schema: docsSchema() }), -}; diff --git a/src/content/docs/index.mdx b/src/content/docs/index.mdx deleted file mode 100644 index 00ad27b..0000000 --- a/src/content/docs/index.mdx +++ /dev/null @@ -1,25 +0,0 @@ ---- -title: Archgate Studies -description: Reproducible, peer-reviewable studies on software governance and ADR enforcement. -template: splash -hero: - title: Archgate Studies - tagline: Reproducible, peer-reviewable research on software governance and Architecture Decision Record enforcement. -prev: false -next: false ---- - -**Archgate Studies** is an open research initiative investigating how software governance practices — particularly Architecture Decision Records — affect code review friction, team velocity, and decision quality. - -All study materials, including analysis scripts and raw data, are published in the [source repository](https://github.com/archgate/studies) for transparency and reproducibility. - -## Aims & Scope - -Each study published here follows a rigorous, reproducible methodology: - -- **Quantitative analysis** of real-world open-source repositories -- **Transparent methodology** with published scripts and assumptions -- **Data artifacts** for independent verification and peer review -- **Actionable proposals** — ADR packs and enforceable rules derived from evidence - -[Browse published studies →](/studies/) diff --git a/src/content/docs/studies/index.mdx b/src/content/docs/studies/index.mdx deleted file mode 100644 index 77e3f4e..0000000 --- a/src/content/docs/studies/index.mdx +++ /dev/null @@ -1,10 +0,0 @@ ---- -title: Published Studies -description: Index of all published Archgate studies. -prev: false -next: false ---- - -| Study | Repository | Sample | Year | -|---|---|---|---| -| [Sentry PR Friction and ADR Standardization](/studies/sentry-pr-review-friction/) | getsentry/sentry | 500 merged PRs, 90-day window | 2025 | diff --git a/src/content/docs/studies/sentry-pr-review-friction/abandoned.mdx b/src/content/docs/studies/sentry-pr-review-friction/abandoned.mdx deleted file mode 100644 index 7980908..0000000 --- a/src/content/docs/studies/sentry-pr-review-friction/abandoned.mdx +++ /dev/null @@ -1,103 +0,0 @@ ---- -title: Abandoned & Stale PRs -description: "Patterns in closed-unmerged and stale PRs — signals of unresolved decision ambiguity." -sidebar: - order: 6 ---- - -Merged PRs only tell part of the friction story. PRs that are closed without merging or left open for weeks represent failed consensus — unresolved discussion that burned reviewer time without producing a deliverable. - -## Closed-Unmerged PRs - -| Metric | Value | -|--------|-------| -| Closed-unmerged PRs sampled | 500 | -| High-discussion abandoned (≥10 review events) | **12** (2.4%) | - -While 2.4% seems small, these 12 PRs represent concentrated, wasted review effort. - -### Top Abandoned PRs - -| PR | Review Events | TTM to Close (h) | Files | Churn | -|----|---------------|-------------------|-------|-------| -| [#109150](https://github.com/getsentry/sentry/pull/109150) | **42** | 47 | 7 | 907 | -| [#109526](https://github.com/getsentry/sentry/pull/109526) | 23 | 170 | 22 | 1,269 | -| [#109112](https://github.com/getsentry/sentry/pull/109112) | 19 | 214 | 3 | 53 | -| [#111080](https://github.com/getsentry/sentry/pull/111080) | 17 | 91 | 3 | 79 | -| [#111112](https://github.com/getsentry/sentry/pull/111112) | 16 | 124 | 20 | 1,979 | -| [#110145](https://github.com/getsentry/sentry/pull/110145) | 16 | 430 | 25 | 3,236 | -| [#110442](https://github.com/getsentry/sentry/pull/110442) | 14 | 137 | 4 | 285 | -| [#110859](https://github.com/getsentry/sentry/pull/110859) | 12 | 339 | 8 | 118 | - -Notable patterns: - -- [#109150](https://github.com/getsentry/sentry/pull/109150) had **42 review events** before being closed — more than any merged PR in our sample's top list. -- [#110145](https://github.com/getsentry/sentry/pull/110145) was open for **430 hours** (18 days) with 25 files changed and 3,236 lines of churn before abandonment. -- [#109112](https://github.com/getsentry/sentry/pull/109112) is interesting: only 3 files and 53 lines of churn, yet 19 review events and 214 hours. Small PRs with high discussion usually indicate disagreement about *approach* rather than *implementation detail*. - -## Abandoned vs. Merged Friction: Comparison - -| Metric | Merged High-Friction (top 25%) | Closed High-Discussion (≥10 reviews) | -|--------|-------------------------------|--------------------------------------| -| Count | 125 | 12 | -| Median TTM (hours) | 65.62 | **130.58** | -| Median review events | 6.0 | **15.0** | -| Median churn | 156.0 | **214.5** | -| Median files | 4.0 | 4.0 | - -Key observations: - -- **Abandoned PRs take 2x longer** to reach closure than merged high-friction PRs take to merge (130.58h vs 65.62h) -- **Abandoned PRs have 2.5x more review events** (15.0 vs 6.0 median) — the discussion volume is substantially higher -- **Churn is ~40% higher** in abandoned PRs (214.5 vs 156.0) -- **File count is the same** (4.0 median for both), suggesting that the difference isn't about PR size but about the complexity or contentiousness of the changes - -The file count parity is the most telling finding: abandoned high-discussion PRs aren't necessarily bigger — they're more *controversial*. The same 4-file PR can either merge with 6 review events or be abandoned after 15, depending on whether the approach has consensus. - -## Open Stale PRs - -| Metric | Value | -|--------|-------| -| Open PRs sampled | 251 | -| Stale 14+ days | **92** (36.7%) | -| Stale 30+ days | **33** (13.1%) | - -Over a third of open PRs are stale by the 14-day mark — a significant portion of work-in-progress that may never land. - -### Most-Discussed Stale PRs - -| PR | Review Events | Hours Open | -|----|---------------|------------| -| [#109819](https://github.com/getsentry/sentry/pull/109819) | **55** | 760 | -| [#108533](https://github.com/getsentry/sentry/pull/108533) | **40** | 1,050 | -| [#108409](https://github.com/getsentry/sentry/pull/108409) | 13 | 1,091 | -| [#110820](https://github.com/getsentry/sentry/pull/110820) | 11 | 443 | -| [#110808](https://github.com/getsentry/sentry/pull/110808) | 11 | 445 | - -[#109819](https://github.com/getsentry/sentry/pull/109819) has **55 review events** and has been open for over **31 days** — the single most-discussed PR across our entire dataset (merged, closed, or open). [#108533](https://github.com/getsentry/sentry/pull/108533) has been open for **43 days** with 40 review events. - -These represent significant ongoing review investment without resolution. - -## Interpretation - -Three patterns emerge from the abandoned and stale PR data: - -### 1. Approach Disagreement, Not Size - -Abandoned high-discussion PRs have the same median file count as merged ones (4 files) but 2.5x the review events. This strongly suggests the friction comes from **disagreement about the approach** rather than the volume of changes. An ADR that pre-decides the approach for common scenarios would short-circuit these debates. - -### 2. Unbounded Discussion Windows - -The stale PR data shows PRs with 40-55 review events still open after 30+ days. Without explicit policies for when to close or escalate, PRs can accumulate unbounded discussion without resolution. A "PR Review SLA" ADR could establish escalation triggers. - -### 3. Wasted Reviewer Effort - -The 12 abandoned PRs with ≥10 reviews represent a minimum of ~120 review events that produced no merged outcome. If we assume 10 minutes per review event on average, that's ~20 hours of reviewer time with zero deliverable. Early-stage approach validation (design docs, RFC, or quick ADR check) could catch approach misalignment before significant review investment. - -## Recommendations - -These patterns inform specific [ADR proposals](./adr-proposals/): - -- **PR Scope and Slicing ADR**: Pre-decide approach for common change patterns to reduce approach disagreement -- **Review Escalation ADR**: Set time-based triggers for escalation when PRs stall -- **Early Validation ADR**: Require approach agreement for changes above a complexity threshold before opening a PR diff --git a/src/content/docs/studies/sentry-pr-review-friction/adr-proposals.mdx b/src/content/docs/studies/sentry-pr-review-friction/adr-proposals.mdx deleted file mode 100644 index edbcd8c..0000000 --- a/src/content/docs/studies/sentry-pr-review-friction/adr-proposals.mdx +++ /dev/null @@ -1,166 +0,0 @@ ---- -title: ADR Proposals -description: "Six archgate-format ADRs grounded in study evidence — with companion .rules.ts files and custom lint rules ready to drop into a Sentry-style codebase." -sidebar: - order: 7 ---- - -This page summarizes six [Architecture Decision Records](https://adr.github.io/) grounded in the study's findings. Each ADR is published as a complete artifact in the study repository, formatted to match the [archgate ADR convention](https://github.com/archgate/cli/blob/main/.archgate/adrs/) — frontmatter, sections, and (where applicable) a companion `.rules.ts` file that implements deterministic checks. - -## Why archgate format? - -Archgate is the project hosting this study. Its ADR convention is opinionated for a reason: every ADR has a parseable frontmatter (id, domain, scoped file globs), structured sections (Context with alternatives, Decision, Do's and Don'ts, Implementation Pattern, Consequences, Compliance and Enforcement), and an optional `.rules.ts` companion file that the `archgate check` engine can execute to enforce the rules automatically. - -By publishing the proposals in archgate format, the Sentry team (or any team running archgate) could literally drop these files into `.archgate/adrs/` and start enforcing them immediately. - -## The Files - -All ADR files live in [`studies/sentry-pr-review-friction/proposed-adrs/`](https://github.com/archgate/studies/tree/main/studies/sentry-pr-review-friction/proposed-adrs): - -| File | Domain | Has Rules | -|------|--------|-----------| -| [`GEN-001-pr-scope-boundaries.md`](https://github.com/archgate/studies/blob/main/studies/sentry-pr-review-friction/proposed-adrs/GEN-001-pr-scope-boundaries.md) + [`.rules.ts`](https://github.com/archgate/studies/blob/main/studies/sentry-pr-review-friction/proposed-adrs/GEN-001-pr-scope-boundaries.rules.ts) | general | Yes | -| [`BE-001-api-contract-evolution.md`](https://github.com/archgate/studies/blob/main/studies/sentry-pr-review-friction/proposed-adrs/BE-001-api-contract-evolution.md) + [`.rules.ts`](https://github.com/archgate/studies/blob/main/studies/sentry-pr-review-friction/proposed-adrs/BE-001-api-contract-evolution.rules.ts) | backend | Yes | -| [`GEN-002-test-evidence-matrix.md`](https://github.com/archgate/studies/blob/main/studies/sentry-pr-review-friction/proposed-adrs/GEN-002-test-evidence-matrix.md) + [`.rules.ts`](https://github.com/archgate/studies/blob/main/studies/sentry-pr-review-friction/proposed-adrs/GEN-002-test-evidence-matrix.rules.ts) | general | Yes | -| [`FE-001-frontend-component-conventions.md`](https://github.com/archgate/studies/blob/main/studies/sentry-pr-review-friction/proposed-adrs/FE-001-frontend-component-conventions.md) + [`.rules.ts`](https://github.com/archgate/studies/blob/main/studies/sentry-pr-review-friction/proposed-adrs/FE-001-frontend-component-conventions.rules.ts) | frontend | Yes | -| [`BE-002-security-review-protocol.md`](https://github.com/archgate/studies/blob/main/studies/sentry-pr-review-friction/proposed-adrs/BE-002-security-review-protocol.md) + [`.rules.ts`](https://github.com/archgate/studies/blob/main/studies/sentry-pr-review-friction/proposed-adrs/BE-002-security-review-protocol.rules.ts) | backend | Yes | -| [`GEN-003-bot-finding-promotion.md`](https://github.com/archgate/studies/blob/main/studies/sentry-pr-review-friction/proposed-adrs/GEN-003-bot-finding-promotion.md) | general | No (workflow ADR) | - -Plus custom lint rules in [`proposed-lint-rules/`](https://github.com/archgate/studies/tree/main/studies/sentry-pr-review-friction/proposed-lint-rules): - -| File | Tool | Targets | -|------|------|---------| -| [`eslint-frontend-conventions.js`](https://github.com/archgate/studies/blob/main/studies/sentry-pr-review-friction/proposed-lint-rules/eslint-frontend-conventions.js) | ESLint | Inline styles, `Stack gap=0`, async state try/finally | -| [`semgrep-doesnotexist.yaml`](https://github.com/archgate/studies/blob/main/studies/sentry-pr-review-friction/proposed-lint-rules/semgrep-doesnotexist.yaml) | Semgrep | Missing `Model.DoesNotExist` handling | -| [`semgrep-filter-first-unreachable.yaml`](https://github.com/archgate/studies/blob/main/studies/sentry-pr-review-friction/proposed-lint-rules/semgrep-filter-first-unreachable.yaml) | Semgrep | `.filter().first()` with unreachable `except DoesNotExist` | -| [`semgrep-high-cardinality-metrics.yaml`](https://github.com/archgate/studies/blob/main/studies/sentry-pr-review-friction/proposed-lint-rules/semgrep-high-cardinality-metrics.yaml) | Semgrep | High-cardinality metric tags | -| [`semgrep-direct-dict-access-api.yaml`](https://github.com/archgate/studies/blob/main/studies/sentry-pr-review-friction/proposed-lint-rules/semgrep-direct-dict-access-api.yaml) | Semgrep | Direct dict access on external API responses | - -The lint rules are designed to be installed in `.archgate/lint/` per the [archgate lint folder convention](https://github.com/archgate/cli/blob/main/.archgate/lint/README.md). - -## Summary of Each ADR - -### [GEN-001 — PR Scope Boundaries and Size Budget](https://github.com/archgate/studies/blob/main/studies/sentry-pr-review-friction/proposed-adrs/GEN-001-pr-scope-boundaries.md) - -**Problem**: Large PRs (≥10 files or ≥400 churn) hit the high-friction quartile **57.4%** of the time vs 9.8% for tiny PRs. - -**Decision**: Soft size limits (≤5 files, ≤200 churn) with mandatory "Scope Rationale" section in PR description for over-limit PRs. Hard threshold at the empirical large-PR cutoff. - -**Rules** ([`GEN-001-pr-scope-boundaries.rules.ts`](https://github.com/archgate/studies/blob/main/studies/sentry-pr-review-friction/proposed-adrs/GEN-001-pr-scope-boundaries.rules.ts)): -- `pr-size-warning` — warns when soft or hard threshold is exceeded -- `scope-rationale-required` — blocks merge if over-limit PR has no Scope Rationale section - ---- - -### [BE-001 — API Contract and Configuration Evolution](https://github.com/archgate/studies/blob/main/studies/sentry-pr-review-friction/proposed-adrs/BE-001-api-contract-evolution.md) - -**Problem**: API design and defaults is the top discussion theme (38.3% of high-friction PRs). Recurring bot findings include `str | None` UnionType in option registration, Pydantic Literal mismatches, and option key writer/reader mismatches. - -**Decision**: Concrete callable types in option registration; typed key constants in a single registry; `None` defaults require semantic explanation; conflicting options rejected at validation time. - -**Rules** ([`BE-001-api-contract-evolution.rules.ts`](https://github.com/archgate/studies/blob/main/studies/sentry-pr-review-friction/proposed-adrs/BE-001-api-contract-evolution.rules.ts)): -- `no-union-type-in-option-registration` — flags `type=str | None` patterns -- `option-keys-must-use-constants` — flags string-literal option keys in `options.get/set` calls -- `no-none-default-without-nullable-comment` — requires comment explaining `None` semantic - ---- - -### [GEN-002 — Test Evidence Matrix by Change Type](https://github.com/archgate/studies/blob/main/studies/sentry-pr-review-friction/proposed-adrs/GEN-002-test-evidence-matrix.md) - -**Problem**: Test evidence is tied for the top discussion theme (38.3%). Reviewers and bots ask for *specific* tests (error paths, edge cases, sentinel values) — not just "more tests." - -**Decision**: Per-change-type test matrix with explicit minimum scenarios for each change type (new endpoint, modified component, error handling, migration, etc.). PR description must include a Test Plan section mapping the change to matrix entries. - -**Rules** ([`GEN-002-test-evidence-matrix.rules.ts`](https://github.com/archgate/studies/blob/main/studies/sentry-pr-review-friction/proposed-adrs/GEN-002-test-evidence-matrix.rules.ts)): -- `test-plan-section-required` — PR description must include `## Test Plan` -- `test-plan-references-must-exist` — test names listed in the plan must be found in changed test files -- `no-bare-except-pass-in-tests` — bare `except: pass` in test files indicates missing assertion - ---- - -### [FE-001 — Frontend Component and Styling Conventions](https://github.com/archgate/studies/blob/main/studies/sentry-pr-review-friction/proposed-adrs/FE-001-frontend-component-conventions.md) - -**Problem**: Component patterns appear in 35.0% of high-friction PRs. The single most repeated review comment in the entire dataset — "can we avoid this inline style w/ prop of some kind?" — appeared **6 times in PR [#111529](https://github.com/getsentry/sentry/pull/111529)** alone. - -**Decision**: No inline `style=` props (with escape hatch comment); design system first; layout component selection rules; `try/finally` for async loading state. - -**Rules** ([`FE-001-frontend-component-conventions.rules.ts`](https://github.com/archgate/studies/blob/main/studies/sentry-pr-review-friction/proposed-adrs/FE-001-frontend-component-conventions.rules.ts)): -- `no-inline-style` — flags `style=` JSX without escape hatch comment -- `no-stack-with-zero-gap` — flags `` -- `async-state-try-finally` — warns when loading state setter resets in `try` but not `finally` - -**Companion ESLint plugin** ([`eslint-frontend-conventions.js`](https://github.com/archgate/studies/blob/main/studies/sentry-pr-review-friction/proposed-lint-rules/eslint-frontend-conventions.js)) provides edit-time IDE feedback for the same patterns. - ---- - -### [BE-002 — Security Review Protocol for Auth and Integration Changes](https://github.com/archgate/studies/blob/main/studies/sentry-pr-review-friction/proposed-adrs/BE-002-security-review-protocol.md) - -**Problem**: Security discussion appears in 20% of high-friction PRs but with disproportionate stakes. The `github` scope has the highest median review count (5.5) of any scope due to OAuth pipeline security surface area. - -**Decision**: PRs touching auth/integration/API paths must include a Security Considerations section answering five required questions; CODEOWNERS-driven security reviewer assignment; no silent removal of defense-in-depth; user-supplied IDs validated before pipeline state binding. - -**Rules** ([`BE-002-security-review-protocol.rules.ts`](https://github.com/archgate/studies/blob/main/studies/sentry-pr-review-friction/proposed-adrs/BE-002-security-review-protocol.rules.ts)): -- `security-considerations-section-required` — PRs touching sensitive paths must have the section -- `no-pipeline-bind-before-validation` — `pipeline.bind_state()` must follow authorization checks -- `no-unscoped-model-get-in-api` — flags `Model.objects.get()` in API endpoints without org scoping - ---- - -### [GEN-003 — Convert Recurring Bot Findings to Deterministic Rules](https://github.com/archgate/studies/blob/main/studies/sentry-pr-review-friction/proposed-adrs/GEN-003-bot-finding-promotion.md) - -**Problem**: Bot reviewers (`sentry[bot]`, `sentry-warden[bot]`, `cursor[bot]`) find real bugs but the **same bug categories repeat across PRs**. See the [Automated Review Friction page](./automated-review/) for the full pattern catalog. - -**Decision**: Track bot finding categories. When a category accumulates ≥3 occurrences in 90 days, commit to promoting it to a deterministic check (mypy strict mode, AST lint rule, schema/registry validation, or test fixture). Suppress the bot category once the check ships, freeing the bot to find genuinely novel patterns. - -**Rules**: This is a workflow ADR — no companion `.rules.ts`. Enforcement is procedural via the quarterly promotion review and the bot finding tracker. The other five ADRs above (BE-001, BE-002, FE-001) and the [proposed lint rules](https://github.com/archgate/studies/tree/main/studies/sentry-pr-review-friction/proposed-lint-rules) **are themselves the result of applying GEN-003** to the bot findings in this study. - -## Impact Summary - -| ADR | Target Theme(s) | Coverage of High-Friction PRs | Mechanism | -|-----|-----------------|-------------------------------|-----------| -| GEN-001 | Size-driven friction | 57.4% of large PRs | Reduce PR size + force scope rationale | -| BE-001 | API design (38.3%) + state mgmt (35.0%) | ~40% | Typed registries + concrete callable types | -| GEN-002 | Test evidence (38.3%) + type safety (30.0%) | ~40% | Per-change-type test matrix in PR template | -| FE-001 | Component patterns (35.0%) + naming (11.7%) | ~35% | ESLint rules eliminating recurring style comments | -| BE-002 | Security (20.0%) | ~20% | Front-loaded security analysis + CODEOWNERS gating | -| GEN-003 | Bot review friction (68.3%) | ~68% | Promote recurring agentic findings to deterministic checks | - -## Implementation Priority - -1. **FE-001 (Frontend Conventions)** — Lowest cost, highest immediate signal. The ESLint plugin for inline styles eliminates the single most repeated review comment in our dataset. Quick win. - -2. **GEN-001 (PR Scope Boundaries)** — High impact, moderate cost. The size warning rule is easy to implement and directly targets the strongest friction predictor. - -3. **GEN-003 + the lint rules** (Bot Finding Promotion) — Highest long-term leverage. The 4 Semgrep rules in `proposed-lint-rules/` could ship in days and immediately suppress the most common bot finding categories. - -4. **GEN-002 (Test Evidence Matrix)** — Medium cost, high clarity impact. The matrix can be published as a PR template change and immediately referenced by reviewers. - -5. **BE-001 (API Contract Evolution)** — Higher cost, high long-term impact. Migrating to a typed option key registry is a meaningful refactor but eliminates an entire bug class permanently. - -6. **BE-002 (Security Protocol)** — Specialized but critical. Affects ~20% of PRs but those PRs carry the highest risk of security oversight. - -## How to Use These ADRs - -If you run a Sentry-style codebase (Python backend + TypeScript frontend) and want to adopt these proposals: - -```bash -# 1. Initialize archgate in your repo (if not already) -cd your-repo -archgate init - -# 2. Drop the ADR files into .archgate/adrs/ -cp /path/to/study/proposed-adrs/*.md .archgate/adrs/ -cp /path/to/study/proposed-adrs/*.rules.ts .archgate/adrs/ - -# 3. Drop the lint rules into .archgate/lint/ -mkdir -p .archgate/lint/semgrep -cp /path/to/study/proposed-lint-rules/eslint-frontend-conventions.js .archgate/lint/eslint.js -cp /path/to/study/proposed-lint-rules/semgrep-*.yaml .archgate/lint/semgrep/ - -# 4. Adjust the file globs in each ADR's frontmatter to match your repo layout - -# 5. Run the checks -archgate check -``` - -Each ADR is independent — you can adopt them one at a time, in the priority order above, without committing to the full pack upfront. diff --git a/src/content/docs/studies/sentry-pr-review-friction/automated-review.mdx b/src/content/docs/studies/sentry-pr-review-friction/automated-review.mdx deleted file mode 100644 index 95c0389..0000000 --- a/src/content/docs/studies/sentry-pr-review-friction/automated-review.mdx +++ /dev/null @@ -1,187 +0,0 @@ ---- -title: Automated Review Friction -description: "Bot reviewers find real bugs — but the same bug categories repeat across PRs. Recurring patterns should become deterministic checks, not agentic review." -sidebar: - order: 5 ---- - -Sentry runs three automated reviewers on its PRs: `sentry[bot]` (bug prediction), `sentry-warden[bot]` (correctness/security checking), and `cursor[bot]` (Cursor's agentic review). Combined, they post **23.7% of all substantive review comments** in our high-friction sample, and **68.3% of high-friction PRs have bot review activity**. - -These bots **are not noise**. They find real bugs — Pydantic type errors, missing exception handlers, key mismatches, security holes. Every finding is something a developer must read, evaluate, and address. - -But here is the central insight of this section: - -> **The same bug categories repeat across different PRs.** When the same agentic-review pattern fires on PR after PR, that pattern should be promoted from "expensive LLM review on every commit" to "cheap deterministic check on every commit." - -Agentic review is the right tool for *finding* a recurring pattern the first few times. It is the wrong tool for *enforcing* it once the pattern is known. - -## The Volume - -| Metric | Value | -|--------|-------| -| Total substantive bot review comments | **139** | -| Total substantive human review comments | 448 | -| Bot share of substantive review | **23.7%** | -| PRs with bot review activity | 41 / 60 | -| Share of high-friction PRs with bots | **68.3%** | -| Average bot comment length | **1,565 characters** | - -| Bot | Substantive Comments | Role | -|-----|----------------------|------| -| `sentry[bot]` | 81 | Internal bug prediction reviewer | -| `sentry-warden[bot]` | 50 | Internal correctness/security checker | -| `cursor[bot]` | 4 | Cursor agentic review (most filtered as templates) | -| `github-advanced-security[bot]` | 3 | GitHub security advisor | -| `getsentry-bot` | 1 | Internal automation | - -`sentry[bot]` and `sentry-warden[bot]` together account for **94% of substantive bot reviews**. - -## What the Bots Are Actually Catching - -When we read the actual bot findings, they cluster into a small number of recurring categories. The clusters below were identified by reading the 139 substantive bot comments in our sample. Each cluster includes the pattern, examples, and the kind of deterministic check that would replace the agentic review for that pattern. - -### Pattern 1: Missing exception handling on model fetches - -> **`QuerySubscription.DoesNotExist not handled in get_metric_issue_context`** — `MetricIssueContext.from_group_event()` calls `QuerySubscription.objects.get(id=...)` without handling `DoesNotExist`. If the subscription is deleted between alert creation and notification rendering, this will crash. -> — `sentry-warden[bot]` on [#111674](https://github.com/getsentry/sentry/pull/111674) - -> **`get_from_cache raises ValueError because DetectorGroup has no cache_fields defined`** — The base `BaseManager` has empty `cache_fields` by default, so `get_from_cache` will raise. -> — `sentry-warden[bot]` on [#111714](https://github.com/getsentry/sentry/pull/111714) - -> **If `project_id` is `None` in `trigger_coding_agent_launch`, `Project.objects.get_from_cache` fails silently** -> — `sentry[bot]` on [#111691](https://github.com/getsentry/sentry/pull/111691) - -**Replace with**: A custom Ruff/Semgrep rule that flags `Model.objects.get(...)` and `Model.objects.get_from_cache(...)` calls inside functions that don't have a corresponding `except Model.DoesNotExist:` (or wrapping `try`). For `get_from_cache`, also check that the model defines `cache_fields`. This is a 30-line rule that catches the pattern forever. - -### Pattern 2: `.filter().first()` with unreachable `except DoesNotExist` - -> **`AttributeError on None when Group is not found`** — The function uses `.filter().first()` which returns `None` when no record exists, but the `except Group.DoesNotExist` handler is unreachable because `.filter().first()` never raises exceptions. -> — `sentry-warden[bot]` on [#111724](https://github.com/getsentry/sentry/pull/111724) - -**Replace with**: A trivial AST lint: if a `try` block contains `.filter(...).first()` and the `except` clause catches `*.DoesNotExist`, flag as unreachable. This pattern is mechanical — no LLM needed. - -### Pattern 3: Direct dict access on external API responses - -> **`KeyError when GitHub API response lacks 'installations' key`** — Line 908 uses direct dict access `installed_orgs["installations"]` on the GitHub API response. If the API returns an error or malformed response, this will raise `KeyError`. -> — `sentry-warden[bot]` on [#111728](https://github.com/getsentry/sentry/pull/111728) - -**Replace with**: An ADR that requires external API responses to be parsed through TypedDicts or Pydantic models with explicit field validation. A lint rule can flag direct `["key"]` access on variables that come from `requests.get(...).json()` or `gh_client.*` calls. - -### Pattern 4: Type system misuse in serializers - -> **`TypeError when saving defaultCodingAgent: str | None union type is not callable`** — The `defaultCodingAgent` option tuple uses `str | None` as the type parameter. The code calls `type_(data[key])` to convert the value. However, `str | None` is a `types.UnionType` which cannot be called as a function. -> — `sentry-warden[bot]` on [#111697](https://github.com/getsentry/sentry/pull/111697) - -> **`Pydantic validation error when coding_agent is 'seer' with integration_id`** — The code creates a `SeerAutomationHandoffConfiguration` with `target='seer'`. However, the Pydantic model's `target` field is `Literal['cursor_background_agent', 'claude_code_agent', ...]` which excludes `'seer'`. -> — `sentry-warden[bot]` on [#111697](https://github.com/getsentry/sentry/pull/111697) - -**Replace with**: Stricter mypy/pyright configuration in CI, plus a custom check that the type annotation passed to option registration is a concrete callable type, not a `UnionType`. The Pydantic `Literal` mismatch is caught by mypy if strict mode is enabled on the relevant module. - -### Pattern 5: Key/identifier mismatch between writer and reader - -> **`Organization option key mismatch causes setting to have no effect`** — The new option registers with key `sentry:default_automated_run_stopping_point` but the code that consumes this value reads from key `sentry:default_stopping_point`. Any value set via the API will be stored but never read. -> — `sentry-warden[bot]` on [#111697](https://github.com/getsentry/sentry/pull/111697) - -**Replace with**: This is one of the most valuable bot findings — and one of the easiest to convert to a check. Sentry already has a registry for organization options. A test fixture can assert that every key written through `OrganizationOption.objects.set_value(...)` corresponds to a registered key, and every read site (`get_value(...)`) uses a key that exists in the registry. Bonus: extract option keys into a typed enum so the type system catches the typo at edit time. - -### Pattern 6: Non-exhaustive if/elif blocks causing UnboundLocalError - -> **The `if/elif` block checking the `data` type is not exhaustive. A new subclass of `BaseMetricAlertNotificationData` would cause an `UnboundLocalError` because `metric_issue_context` would not be assigned.** -> — `sentry[bot]` on [#111674](https://github.com/getsentry/sentry/pull/111674) - -**Replace with**: Use Python 3.10+ structural pattern matching with explicit `case _:` exhaustiveness, OR use mypy's `assert_never()` pattern for tagged unions. Both are catchable by static analysis once the convention is in place. - -### Pattern 7: Companion list updates missed - -> **The `python-litestar` platform is missing from several product onboarding arrays in `platformCategories.tsx`**, which will prevent its onboarding documentation from loading for Logs, Metrics, Profiling, and Replay. -> — `sentry[bot]` on [#111522](https://github.com/getsentry/sentry/pull/111522) - -> **The `python-litestar` platform is missing from the Python `platforms` set in `monitorQuickStartGuide.tsx`**, causing it to be miscategorized in the Crons monitor form. -> — `sentry[bot]` on [#111522](https://github.com/getsentry/sentry/pull/111522) - -In a single PR ([#111522](https://github.com/getsentry/sentry/pull/111522)), the bot found the **same kind of bug four separate times** — adding a platform to one list while forgetting the other lists. - -**Replace with**: Refactor the platform registry into a single source of truth that derives all the companion lists from a typed registry. This is a one-time refactor that eliminates an entire bug class. Alternatively, a CODEOWNERS-style consistency check: when a PR modifies `platformCategories.tsx`, verify that any new platform identifier appears in all the relevant arrays. - -### Pattern 8: High-cardinality metrics tags - -> **The circuit breaker for Sentry App webhooks uses a per-app slug for its metrics key, creating high-cardinality data because a `metrics_key` override is not provided.** -> — `sentry[bot]` on [#111723](https://github.com/getsentry/sentry/pull/111723) - -**Replace with**: A lint rule that flags `metrics.incr(name, tags={"slug": ...})` (or similar high-cardinality patterns) without an explicit `metrics_key` override or an allowlist comment. This is a known anti-pattern with a known fix. - -### Pattern 9: State not reset in catch blocks - -> **The form's saving state is not reset in the `catch` block on submission failure, leaving the submit button permanently busy and preventing retries.** -> — `sentry[bot]` on [#111490](https://github.com/getsentry/sentry/pull/111490) - -**Replace with**: An ESLint rule (or React custom hook convention) that requires `try/finally` for any state setter inside an async submission handler — `setSaving(true)` in `try`, `setSaving(false)` in `finally`. The convention pre-empts the error path bug entirely. - -### Pattern 10: Truthiness checks removed → None saved as explicit value - -> **The removal of the truthiness check for `stopping_point` causes `None` to be explicitly saved as a project option, overriding the intended default value of `"code_changes"`.** -> — `sentry[bot]` on [#111697](https://github.com/getsentry/sentry/pull/111697) - -**Replace with**: An ADR (and a lint rule) that says option setters must reject `None` unless the option's schema explicitly allows it. Combined with Pattern 4 (typed option registry), this becomes a static check. - -## The Pattern Recurrence Matrix - -| Pattern | PRs in Sample with Match | Bot(s) Reporting | Cost of Deterministic Check | -|---------|--------------------------|-------------------|------------------------------| -| Missing `DoesNotExist` handling | 3+ | warden, sentry-bot | **Low** — Ruff/Semgrep rule | -| `.filter().first()` + unreachable except | 1+ | warden | **Trivial** — AST lint | -| Direct dict access on API responses | 2+ | warden | **Medium** — TypedDict adoption + lint | -| `UnionType` not callable | 1 | warden | **Low** — mypy strict mode | -| Pydantic `Literal` mismatch | 1 | warden | **Trivial** — mypy strict mode | -| Option key mismatch (writer/reader) | 1 | warden | **Low** — typed option registry | -| Non-exhaustive if/elif | 1 | sentry-bot | **Medium** — `assert_never` convention | -| Companion list miss (platform registry) | 1 (4 instances) | sentry-bot | **Medium** — refactor to single source | -| High-cardinality metrics tag | 1 | sentry-bot | **Low** — lint rule | -| Form state not reset on error | 1 | sentry-bot | **Trivial** — ESLint rule | -| `None` saved as explicit value | 1 | sentry-bot | **Low** — schema validation | - -These 10 patterns alone account for the majority of substantive bot findings in our sample. Each has a deterministic-check replacement that costs vastly less than agentic review per-PR. - -## The Cost Argument - -Agentic review costs roughly: - -- **LLM inference**: A 1,500-character bot review comment implies hundreds of thousands of tokens of input (the diff + context) and meaningful output. At current model pricing, this is on the order of tens of cents per finding. -- **Developer attention**: 1,565-char findings take 30-60 seconds to read and evaluate. Multiplied across 139 findings in 60 PRs, that's roughly **70-140 minutes of cumulative developer attention** in our sample alone. Extrapolated to Sentry's full PR volume, the time investment is substantial. -- **Latency**: Agentic review runs after the PR is opened. A bug found post-open is more expensive than a bug caught at edit time by a type checker or lint rule. - -A deterministic check costs: - -- **CI runtime**: Microseconds to milliseconds per file. -- **Developer attention at edit time**: Lint errors surface in the IDE before the PR is even opened. Catching the bug at edit time is roughly **100x cheaper** than catching it in PR review. -- **Zero per-PR LLM inference cost.** - -The economic and ergonomic case is clear: every bot finding that recurs is a candidate for promotion to a deterministic check. - -## What Bots Should Continue Doing - -Agentic review still has a legitimate role: - -1. **First-time pattern discovery** — finding novel bug shapes that don't match any known rule yet -2. **Cross-file reasoning** — bugs that span multiple files in ways that AST-level rules can't easily capture -3. **Semantic correctness** — "this code does the wrong thing" findings that require understanding intent -4. **Security review for novel attack surfaces** — where an attacker's mental model is needed - -The goal is not to eliminate bot review. The goal is to **continuously promote findings from agentic review to deterministic rules**, so that the bot's attention is freed up for the genuinely novel cases. - -## Implications for ADR Proposals - -This insight reshapes [ADR 6](./adr-proposals/#adr-6-convert-recurring-bot-findings-to-deterministic-rules) — instead of a "triage protocol" for bot findings, the right ADR is a **promotion protocol**: a workflow for converting recurring bot findings into lint rules, type checks, or schema validations. - -It also strengthens several other ADRs: - -- **ADR 2 (API Contract Evolution)** — many bot findings (option key mismatch, `None` propagation, Pydantic Literal mismatches) are catchable if the API contract is typed and registry-driven -- **ADR 3 (Test Evidence Matrix)** — bot test findings (assertion mismatches, missing edge cases) become test scaffold templates -- **ADR 4 (Frontend Conventions)** — the form-state-not-reset bot finding becomes a React convention, not an ad-hoc review comment - -## Caveats - -- **Sample bias**: This analysis is based on the top 60 friction PRs, not all 500. Bot activity in low-friction PRs may differ. -- **Pattern counts are minimums**: The "PRs in sample with match" column shows occurrences in our 60-PR deep sample. Across Sentry's full PR volume, each pattern likely recurs much more frequently. A formal recurrence analysis would require pattern-tagging the bot findings systematically. -- **Substantive vs. noise filter**: We exclude template comments (BUGBOT_REVIEW summaries, BACKEND_TEST_FAILURES) but count substantive line-level bot reviews. -- **Bots are evolving**: Sentry's internal bots (`sentry[bot]`, `sentry-warden[bot]`) are relatively new. As more recurring patterns are promoted to deterministic checks, the bots' findings should shift toward genuinely novel cases. diff --git a/src/content/docs/studies/sentry-pr-review-friction/baseline.mdx b/src/content/docs/studies/sentry-pr-review-friction/baseline.mdx deleted file mode 100644 index 0783080..0000000 --- a/src/content/docs/studies/sentry-pr-review-friction/baseline.mdx +++ /dev/null @@ -1,88 +0,0 @@ ---- -title: Baseline Metrics -description: "Aggregate metrics across 500 merged PRs: time-to-merge, review events, size segmentation." -sidebar: - order: 2 ---- - -Computed from 500 merged PRs in `getsentry/sentry` over a 90-day window. - -## Time-to-Merge Distribution - -| Percentile | TTM (hours) | -|------------|-------------| -| Median (P50) | **4.98** | -| P75 | 22.72 | -| P90 | **70.54** | -| Mean | 22.12 | - -The P90/median ratio of **14.2x** reveals a long tail: while most PRs merge within a few hours, the slowest 10% take nearly 3 days. The mean (22.12h) being pulled well above the median (4.98h) confirms this right skew. - -## Review Activity - -| Metric | Value | -|--------|-------| -| Median review events per PR | **2.0** | -| Mean review events per PR | 3.46 | -| Formal `CHANGES_REQUESTED` rate | **0.2%** | -| Median review rounds | 0.0 | -| Mean review rounds | 0.0 | - -The near-zero `CHANGES_REQUESTED` rate is notable. Sentry's review culture appears to favor inline comments and approval-with-comments rather than formal change requests. This means the review event count alone understates actual review friction — the real signal is in comment content, not review states. - -## PR Size Distribution - -| Metric | Value | -|--------|-------| -| Median files changed | **2.0** | -| P90 files changed | 9.0 | -| Median churn (lines) | **51.5** | -| P90 churn (lines) | 344.0 | - -The majority of Sentry PRs are small: the median changes just 2 files with ~52 lines of churn. - -## Size Segmentation - -PRs are segmented into three buckets: - -| Segment | Definition | Count | Share | Median TTM | Median Reviews | -|---------|------------|-------|-------|------------|----------------| -| **Small** | ≤3 files AND ≤80 churn | 261 | 52.2% | **1.66h** | 1.0 | -| **Large** | ≥10 files OR ≥400 churn | 68 | 13.6% | **22.52h** | 5.0 | - -Key observations: - -- **Large PRs take 13.6x longer to merge** than small PRs (22.52h vs 1.66h) -- **Large PRs receive 5x more review events** (5.0 vs 1.0 median) -- Over half (52.2%) of all PRs are small, suggesting that PR slicing is already common practice -- The 13.6% of large PRs likely accounts for a disproportionate share of total review effort - -## Friction by Change Type - -Using conventional commit prefixes parsed from PR titles: - -| Type | Count | High-Friction Rate | -|------|-------|--------------------| -| `feat` | 166 | **38.6%** | -| `perf` | 12 | 25.0% | -| `ref` | 98 | 22.4% | -| `fix` | 131 | **17.6%** | -| `chore` | 42 | 14.3% | -| `test` | 8 | 12.5% | - -Feature PRs are **2.2x more likely** to be high-friction than fix PRs. This aligns with the expectation that new features introduce more design discussion than targeted bug fixes. - -## Friction by Reviewer Engagement - -| Bucket | Count | High-Friction Rate | -|--------|-------|--------------------| -| 0-1 review events | varies | 9.8% | -| 2-3 review events | varies | varies | -| 4-6 review events | varies | varies | -| 7+ review events | varies | highest | - -The relationship between review engagement and friction is mechanical (review count is a component of the friction score), but the segmentation by size shows that **size drives friction more than any other factor**: 57.4% of large PRs are high-friction vs only 9.8% of tiny PRs. - -## Summary - -The baseline tells a clear story: **Sentry's review process is efficient for small, well-scoped PRs** (median 1.66h TTM) **but struggles with large, complex changes** (median 22.52h TTM). The near-zero formal CHANGES_REQUESTED rate suggests friction manifests through comment threads rather than formal review states — which is why the [theme analysis](./themes/) of actual comment content is essential for understanding the real sources of review friction. diff --git a/src/content/docs/studies/sentry-pr-review-friction/friction-map.mdx b/src/content/docs/studies/sentry-pr-review-friction/friction-map.mdx deleted file mode 100644 index f783a29..0000000 --- a/src/content/docs/studies/sentry-pr-review-friction/friction-map.mdx +++ /dev/null @@ -1,80 +0,0 @@ ---- -title: Friction Map -description: "Domain and area friction breakdown by title scope, file path prefix, and label." -sidebar: - order: 3 ---- - -This page breaks down review friction by code area — identifying which domains, file regions, and labels correlate with higher friction. - -## By Title Scope - -Parsed from conventional commit format `type(scope): description`. Only scopes with ≥5 PRs are shown. - -| Scope | PRs | Median Reviews | Median TTM (h) | Changes Requested Rate | Median Churn | -|-------|-----|----------------|-----------------|------------------------|--------------| -| **github** | 8 | **5.5** | 15.27 | 0.0% | 268.5 | -| **seer** | 28 | 3.5 | 1.69 | 0.0% | 89.5 | -| **attachments** | 5 | 3.0 | 13.40 | 0.0% | 113.0 | -| **onboarding** | 7 | 3.0 | **102.85** | 0.0% | 266.0 | -| **workflows** | 14 | 2.5 | 18.64 | 0.0% | 152.5 | -| **aci** | 17 | 2.0 | 18.72 | 0.0% | 76.0 | -| **autofix** | 29 | 2.0 | 2.57 | 0.0% | 50.0 | -| **dashboards** | 23 | 2.0 | 1.85 | 0.0% | 55.0 | -| **nav** | 5 | 2.0 | 12.84 | 0.0% | 52.0 | -| **occurrences on eap** | 6 | 2.0 | 24.35 | 0.0% | 89.5 | - -### Observations - -- **`github` is the highest-friction scope** by median reviews (5.5). The GitHub integration domain involves OAuth flows, pipeline state management, and security considerations — themes we see recurring in the [discussion analysis](./themes/). -- **`onboarding` has the longest TTM** at 102.85 hours median, despite moderate review counts. This suggests bottlenecks other than review discussion (perhaps waiting for design approval or cross-team coordination). -- **`seer` and `autofix` are high-volume but relatively low-friction**, suggesting these areas have clearer conventions or dedicated reviewer familiarity. -- **Zero formal `CHANGES_REQUESTED`** across all scopes reinforces that Sentry's friction manifests through comment threads, not formal review states. - -## By File Domain - -File domain is derived from the first two path segments of changed files. This captures which parts of the codebase generate the most review discussion. - -| Domain | PRs | Median Reviews | Median TTM (h) | Changes Requested Rate | Median Churn | -|--------|-----|----------------|-----------------|------------------------|--------------| -| **CODEOWNERS** | 26 | **4.0** | 13.98 | 0.0% | 164.0 | -| **migrations lockfile** | 5 | 3.0 | 16.14 | 0.0% | 182.0 | -| **static/gsApp** | 13 | 3.0 | 19.46 | 0.0% | 145.0 | -| **tests/js** | 6 | 3.0 | 2.47 | 0.0% | 68.5 | -| **tests/sentry** | 137 | 3.0 | 4.84 | 0.0% | 89.0 | -| **tests/snuba** | 10 | 2.5 | 44.93 | 0.0% | 91.0 | -| **src/sentry** | 245 | 2.0 | 6.62 | 0.0% | 74.0 | -| **static/app** | 220 | 2.0 | 10.35 | 0.0% | 73.0 | - -### Observations - -- **PRs touching CODEOWNERS** have the highest median review count (4.0). These are cross-cutting changes that likely require approval from multiple code owners. -- **`static/gsApp`** (legacy frontend namespace) has both high review counts and high TTM — possibly due to the complexity of maintaining legacy code alongside the newer `static/app` frontend. -- **`tests/snuba`** has the highest TTM (44.93h) despite moderate review counts, suggesting these PRs involve complex data pipeline changes that take time to validate. -- **`src/sentry`** (245 PRs, 49% of sample) and **`static/app`** (220 PRs, 44%) are the two dominant file domains, with relatively moderate friction levels. - -## By Label - -Sentry's label usage is sparse — most PRs carry only scope labels: - -| Label | PRs | Median Reviews | Median TTM (h) | -|-------|-----|----------------|-----------------| -| **Trigger: Revert** | 6 | **5.0** | varies | -| **Scope: Backend** | 274 | 2.0 | varies | -| **Scope: Frontend** | 239 | 2.0 | varies | - -The `Trigger: Revert` label is associated with the highest review counts. Revert PRs often signal a prior mistake that needs investigation, which drives additional discussion. - -The backend/frontend split is roughly even (274 vs 239), but labels alone don't provide enough granularity for meaningful friction segmentation. Title scope and file domain are more useful dimensions. - -## Friction Hotspots Summary - -The domains with consistently elevated friction are: - -1. **GitHub integration** (`github` scope) — complex OAuth/security flows -2. **Onboarding** (`onboarding` scope) — longest TTM, cross-team coordination -3. **Cross-cutting changes** (CODEOWNERS-touching PRs) — multi-owner approval -4. **Legacy frontend** (`static/gsApp`) — maintaining old patterns alongside new -5. **Snuba-related tests** (`tests/snuba`) — complex data pipeline validation - -These hotspots correlate with the [discussion themes](./themes/) identified from comment analysis: security, state management, and API design are the dominant themes in these high-friction domains. diff --git a/src/content/docs/studies/sentry-pr-review-friction/index.mdx b/src/content/docs/studies/sentry-pr-review-friction/index.mdx deleted file mode 100644 index fed1360..0000000 --- a/src/content/docs/studies/sentry-pr-review-friction/index.mdx +++ /dev/null @@ -1,71 +0,0 @@ ---- -title: "Sentry PR Review Friction" -description: "Evidence-based analysis of review friction in getsentry/sentry — 500 PRs over 90 days, with deep comment analysis and ADR proposals." -sidebar: - label: Overview - order: 0 ---- - -## Abstract - -This study measures where code review friction concentrates in [`getsentry/sentry`](https://github.com/getsentry/sentry) and identifies which Architecture Decision Records (ADRs) could reduce repeated discussion cycles. Unlike a surface-level metric dump, we go beyond aggregate numbers: we read actual comment threads from high-friction PRs, classify recurring discussion themes with evidence, and propose ADRs grounded in real examples. - -## Scope - -| Parameter | Value | -|-----------|-------| -| Repository | `getsentry/sentry` | -| Window | 90 days (ending April 2026) | -| Merged PRs analyzed | 500 | -| Closed-unmerged PRs analyzed | 500 | -| Open PRs sampled | 251 | -| Deep comment analysis | 60 high-friction PRs (50 merged + 10 closed-unmerged) | -| Total comments analyzed | 965 (604 non-bot) | - -## Key Findings - -1. **Median time-to-merge is 4.98 hours**, but P90 reaches **70.54 hours** — a 14x multiplier. Large PRs (≥10 files or ≥400 churn) have a median TTM of **22.52 hours** vs **1.66 hours** for tiny PRs. - -2. **PR size is the strongest friction predictor.** Large PRs hit the high-friction quartile **57.4%** of the time. Tiny PRs hit it only **9.8%** of the time. Feature PRs (`feat`) have the highest friction rate at **38.6%**, nearly double fix PRs (**17.6%**). - -3. **The top 9 discussion themes** in high-friction PRs, identified from 604 non-bot comments across 60 PRs: - - **API design and defaults** — 38.3% of high-friction PRs - - **Test evidence and coverage** — 38.3% - - **Component patterns and styling** — 35.0% - - **State management and data flow** — 35.0% - - **Code documentation** — 31.7% - - **Type safety and error handling** — 30.0% - - **Follow-up and scope creep** — 25.0% - - **Security and permissions** — 20.0% - - **Naming and consistency** — 11.7% - -4. **Automated reviewers find real bugs — but the same bug categories repeat across PRs.** Bot reviewers (`sentry[bot]`, `sentry-warden[bot]`, `cursor[bot]`) account for **23.7%** of substantive review comments and appear in **68.3%** of high-friction PRs. Reading the actual findings reveals **at least 10 recurring patterns** (missing `DoesNotExist` handlers, `.filter().first()` with unreachable except, direct dict access on API responses, option key mismatches, companion list misses, etc.) that should be promoted from expensive agentic review to cheap deterministic checks (Ruff/Semgrep rules, mypy strict mode, typed registries). One PR ([#111522](https://github.com/getsentry/sentry/pull/111522)) had the same pattern flagged **4 times in one review pass** — exactly the case where a single lint rule pays off forever. - -5. **Abandoned PRs signal unresolved decision ambiguity.** 12 closed-unmerged PRs (2.4%) had ≥10 discussion items. These abandoned PRs had **2x the median TTM** and **2.5x the median review events** compared to merged high-friction PRs. - -6. **92 open PRs are stale 14+ days**, with 33 stale 30+ days. The most-discussed stale PR has **55 review events** and has been open for over **760 hours**. - -## Study Structure - -- [**Methodology**](./methodology/) — Data collection, tools, sample sizes, and limitations -- [**Baseline Metrics**](./baseline/) — Aggregate metrics, percentiles, and size segmentation -- [**Friction Map**](./friction-map/) — Domain and area friction breakdown -- [**Discussion Themes**](./themes/) — Evidence-backed theme analysis from real comment threads -- [**Automated Review Friction**](./automated-review/) — Bot reviewers as a first-class friction source -- [**Abandoned PRs**](./abandoned/) — Patterns in closed-unmerged and stale PRs -- [**ADR Proposals**](./adr-proposals/) — Detailed proposals grounded in evidence - -## Reproducibility - -All data and scripts are published for audit: - -- **Study folder**: [`studies/sentry-pr-review-friction`](https://github.com/archgate/studies/tree/main/studies/sentry-pr-review-friction) -- **Method script**: [`analyze_sentry_prs.py`](https://github.com/archgate/studies/blob/main/studies/sentry-pr-review-friction/analyze_sentry_prs.py) -- **Data artifacts**: [`output/`](https://github.com/archgate/studies/tree/main/studies/sentry-pr-review-friction/output) - -```bash -# Reproduce the full pipeline -python analyze_sentry_prs.py collect --repo getsentry/sentry --days 90 --limit 500 -python analyze_sentry_prs.py analyze -python analyze_sentry_prs.py report -``` diff --git a/src/content/docs/studies/sentry-pr-review-friction/methodology.mdx b/src/content/docs/studies/sentry-pr-review-friction/methodology.mdx deleted file mode 100644 index 6f017f6..0000000 --- a/src/content/docs/studies/sentry-pr-review-friction/methodology.mdx +++ /dev/null @@ -1,126 +0,0 @@ ---- -title: Methodology -description: "Data collection approach, tools, sample sizes, and limitations for the Sentry PR friction study." -sidebar: - order: 1 ---- - -## Data Sources - -All data is collected via the [GitHub CLI (`gh`)](https://cli.github.com/) authenticated against the GitHub API. No scraping, no third-party services, no LLMs in the data pipeline. - -### Phase 1: PR Collection - -| Dataset | Source Command | Fields | Count | -|---------|---------------|--------|-------| -| Merged PRs | `gh pr list --state merged` | number, title, createdAt, mergedAt, author, reviews, files, labels, url | 500 | -| Closed-unmerged PRs | `gh pr list --state closed --search "is:unmerged"` | Same fields | 500 | -| Open PRs | `gh pr list --state open` | Same fields | 251 | - -For each PR, the script computes: - -- **Time-to-merge (TTM)**: `(mergedAt - createdAt)` in hours -- **Review events**: Count of `CHANGES_REQUESTED`, `COMMENTED`, `APPROVED` reviews -- **Churn**: `additions + deletions` across all changed files -- **File domains**: First two path segments of each changed file (e.g., `src/sentry` → domain `src/sentry`) -- **Title scope**: Parsed from conventional commit format `type(scope): description` -- **Review rounds**: Count of `CHANGES_REQUESTED` events (proxy for back-and-forth cycles) -- **Friction score**: Composite `normalize(review_events) + normalize(TTM)`, where normalize maps to 0-1 range via min-max scaling - -### Phase 2: Deep Comment Collection - -For the top 50 merged PRs by friction score and top 10 closed-unmerged PRs by discussion volume: - -1. **Issue-level comments** via `gh pr view N --json comments` — general discussion on the PR -2. **Review bodies** via `gh pr view N --json reviews` — top-level review summaries -3. **Inline review comments** via `gh api repos/{owner}/{repo}/pulls/N/comments --paginate` — line-level code review comments - -Total collected: **965 comments** across 60 PRs, of which **604 are non-bot**. - -### Bot Comments as First-Class Signal - -Bot review comments are **not discarded**. Sentry uses automated review tooling extensively (`sentry[bot]`, `sentry-warden[bot]`, `cursor[bot]`), and these reviews cause real developer friction — they must be read, evaluated, and either addressed or dismissed. We analyze bot review activity as a separate dimension on the [Automated Review Friction page](./automated-review/). - -We do filter **automated noise** (CI failure reports, Linear linkback comments, Cursor BUGBOT_REVIEW template summaries) by content marker — these are non-substantive metadata, not review work. After filtering, the remaining bot comments are substantive line-level findings that the developer must address. - -### Phase 3: Theme Coding - -Comments are classified using a keyword-based theme dictionary ([`theme_dictionary.json`](https://github.com/archgate/studies/blob/main/studies/sentry-pr-review-friction/theme_dictionary.json)). This is a deterministic, auditable approach: - -1. Filter out bot comments and automated messages (Linear links, CI failure reports, Cursor Bugbot reviews) -2. Filter comments shorter than 20 characters -3. For each remaining comment, check which theme keywords appear in the body -4. Record matching quotes as evidence (first 300 characters) - -The theme dictionary is externalized as JSON so it can be reviewed, challenged, and refined independently of the analysis code. - -## Sample Selection - -### Merged PR Window - -PRs merged within the last 90 days, limited to 500 most recent. This captures Sentry's current review culture rather than historical patterns. - -### Deep Comment Selection - -Top 50 by **composite friction score** rather than a single dimension. This avoids over-indexing on either slow-but-quiet PRs or fast-but-noisy PRs. The friction score combines: - -- Normalized review event count (0-1) -- Normalized TTM (0-1) - -A PR that is both heavily discussed AND slow to merge ranks highest. - -### Closed-Unmerged Extension - -500 closed-unmerged PRs in the same window, plus deep comments for the top 10 by discussion volume. These represent abandoned consensus attempts. - -## Limitations - -### Merge Bias - -The baseline metrics are computed from merged PRs only. PRs that were closed without merge or remain stale are analyzed separately but not included in the baseline. This means the baseline understates total review friction. - -### GitHub API Caps - -`gh pr list` returns a maximum of 500 PRs per query. For a repository as active as Sentry, 500 merged PRs covers approximately 2-3 weeks of activity, not the full 90-day window. The sample is biased toward more recent PRs. - -### Keyword Theme Coding - -Theme classification uses keyword matching, not semantic understanding. This means: - -- **False positives**: A comment containing "default" might be about a CSS default, not API defaults -- **False negatives**: Discussions using synonyms or indirect language may be missed -- **No sentiment**: We count theme presence but not whether the discussion was contentious vs. routine - -The theme dictionary was bootstrapped by reading a sample of actual comments and iterating on keyword lists. It is published for review and can be refined. - -### Review Events vs. Actual Discussion - -GitHub's "review" events include `APPROVED`, `COMMENTED`, and `CHANGES_REQUESTED`. A PR with 10 `APPROVED` reviews has the same review count as one with 10 `CHANGES_REQUESTED`. The deep comment analysis partially compensates by looking at actual comment content for high-friction PRs. - -### Bot Comment Prevalence - -Sentry PRs include significant bot activity (Cursor Bugbot, Linear linkback, CI failure reports). These are filtered from theme analysis but inflate the raw review event counts in the baseline metrics. We flag bots by login suffix (`[bot]`, `-bot`) and by content markers, but some automated messages from non-bot accounts may slip through. - -### Label Sparsity - -Sentry PRs primarily use only `Scope: Backend` and `Scope: Frontend` labels. The domain friction map relies more heavily on title scope parsing and file path prefixes than on labels. - -## Reproducibility - -The full pipeline can be reproduced with: - -```bash -# Requires: Python 3.11+, GitHub CLI (gh) authenticated -cd studies/sentry-pr-review-friction - -# Phase 1 + 2: Collect data (~2 minutes for deep comments) -python analyze_sentry_prs.py collect --repo getsentry/sentry --days 90 --limit 500 - -# Phase 3: Analyze -python analyze_sentry_prs.py analyze - -# Phase 4: Generate narrative data -python analyze_sentry_prs.py report -``` - -All JSON artifacts are written to `output/` with timestamps and methodology metadata. diff --git a/src/content/docs/studies/sentry-pr-review-friction/themes.mdx b/src/content/docs/studies/sentry-pr-review-friction/themes.mdx deleted file mode 100644 index 96aee9e..0000000 --- a/src/content/docs/studies/sentry-pr-review-friction/themes.mdx +++ /dev/null @@ -1,226 +0,0 @@ ---- -title: Discussion Themes -description: "Evidence-backed analysis of the 9 recurring themes in high-friction PR discussions." -sidebar: - order: 4 ---- - -We analyzed 604 non-bot comments across 60 high-friction PRs, classifying them into 9 themes using keyword-based coding. Each theme below includes its frequency across the analyzed PRs, a description of what it captures, and evidence quotes from real review discussions. - -## Theme Frequency Overview - -| Theme | PRs with Theme | Share of Analyzed PRs | -|-------|----------------|-----------------------| -| API design and defaults | 23 | **38.3%** | -| Test evidence and coverage | 23 | **38.3%** | -| Component patterns and styling | 21 | 35.0% | -| State management and data flow | 21 | 35.0% | -| Code documentation | 19 | 31.7% | -| Type safety and error handling | 18 | 30.0% | -| Follow-up and scope creep | 15 | 25.0% | -| Security and permissions | 12 | 20.0% | -| Naming and consistency | 7 | 11.7% | - -The top two themes — **API design** and **test evidence** — each appear in over a third of high-friction PRs. Every theme appears in at least 7 PRs, confirming these are systematic patterns rather than one-off discussions. - ---- - -## 1. API Design and Defaults (38.3%) - -Debates about API surface design, default values, nullability, validation rules, and contract semantics. - -### Evidence - -> *"Not sure if this is the right move. Should we force overwrite if auto_open_prs and stopping point is not open_pr, or ignore an incorrect stopping point, or reject at validation time? Imo, I don't like the idea of conflicting options."* -> — [#111697](https://github.com/getsentry/sentry/pull/111697), review comment - -> *"Should we start this as `False`, then flip it on in prod? Might be slightly easier to ensure it's off by default."* -> — [#111723](https://github.com/getsentry/sentry/pull/111723), review comment - -> *"I think we want to minimize the queries and lookups we do in these data objects since the end goal is for them to be fully self-contained serializable objects with all the primitives required to render."* -> — [#111674](https://github.com/getsentry/sentry/pull/111674), review comment - -### Pattern - -Reviewers frequently debate the "right" default value, whether options should be nullable, and how to handle conflicting configuration. Without an explicit contract for how defaults propagate (org-level → project-level → runtime), each PR that introduces a new setting reopens the same design debate. - ---- - -## 2. Test Evidence and Coverage (38.3%) - -Requests for test evidence, discussion of test coverage gaps, and debates about testing methodology. - -### Evidence - -> *"There should probably be a test in here which mounts, renders, then confirms that the PageContextProvider is actually providing the page context for sending to the AI. I'd also add a test with a nested case so we can test that DummyChart in DummyWidget in DummyDashboard nests."* -> — [#111554](https://github.com/getsentry/sentry/pull/111554), review comment - -> *"Seems like quite a few paths simply do `raise NotFound(...)` and you're simply matching on the hard coded string here which seems rather fragile. Thoughts on updating the sources to raise a more specific error maybe `IntegrationNotFound` that can be caught instead of comparing strings?"* -> — [#111691](https://github.com/getsentry/sentry/pull/111691), review comment - -> *"Maybe worth adding a test for when the circuit breaker allows the request, but the HTTP request itself returns a failed status code? So circuit breaker records success but the usual request error handling kicks in?"* -> — [#111723](https://github.com/getsentry/sentry/pull/111723), review comment - -### Pattern - -Reviewers ask for specific test scenarios that the author didn't anticipate — nested component cases, error path testing, edge cases for circuit breakers. The discussion is not about *whether* to test, but *what* to test. Without explicit per-change-type test expectations, each reviewer applies their own judgment about minimum test evidence. - ---- - -## 3. Component Patterns and Styling (35.0%) - -Frontend component usage, styling approaches, and design system compliance. - -### Evidence - -> *"Can we avoid this inline style w/ prop of some kind?"* -> — [#111529](https://github.com/getsentry/sentry/pull/111529), review comment (repeated 6 times in this PR) - -> *"Neat that we have a loading indicator prop now! I was checking it out on scraps, but it seems like the button is still clickable. Does the callback get invoked still or is that handled with this state?"* -> — [#111490](https://github.com/getsentry/sentry/pull/111490), review comment - -> *"I don't think we need the third prop here per previous conversations. I'd mostly use the register function just to wrap + name and make the third prop optional."* -> — [#111554](https://github.com/getsentry/sentry/pull/111554), review comment - -### Pattern - -The dominant pattern is repeated requests to avoid inline styles in favor of component props. In [#111529](https://github.com/getsentry/sentry/pull/111529), the *same reviewer* left "can we avoid this inline style w/ prop of some kind?" **six separate times** on different lines. This is exactly the kind of friction an ADR or lint rule could eliminate. Discussions also focus on whether components from the design system should be used vs. custom implementations. - ---- - -## 4. State Management and Data Flow (35.0%) - -State management patterns, data flow between components and services, migration safety. - -### Evidence - -> *"I think keeping the org-level and project-level as 1:1 as possible will be a benefit, even if it doesn't make sense. At the org-level validation will be hard, or at least annoying to resolve, as people typically push values up one field at a time."* -> — [#111697](https://github.com/getsentry/sentry/pull/111697), review comment - -> *"Why do we bind here if the pipeline already has an organization slug on it?"* -> — [#111728](https://github.com/getsentry/sentry/pull/111728), review comment - -> *"Reading the comment on L116-118, it makes me wonder if we actually need state reactivity, or could we write directly to a ref?"* -> — [#111554](https://github.com/getsentry/sentry/pull/111554), review comment - -### Pattern - -Reviewers probe the data flow model: why state is bound at certain points, whether reactivity is needed, and how configuration propagates across scopes. These discussions often reveal architectural assumptions that aren't documented — the reviewer has to infer the intended data flow from the code alone. - ---- - -## 5. Code Documentation (31.7%) - -Requests for explanations, documentation of behavior, and clarifying intent. - -### Evidence - -> *"Under what conditions would there not be an installation id? ... Does this mean the GitHub org already has a Sentry installation? Does this mean we're in a multi-org setup flow?"* -> — [#111728](https://github.com/getsentry/sentry/pull/111728), review comment - -> *"Should we be adding another mobx use case? Could we use react-query or react context instead, or is this because of also using the legacy form component?"* -> — [#111490](https://github.com/getsentry/sentry/pull/111490), review comment - -> *"When is it equal to -1? What's the significance?"* -> — [#111728](https://github.com/getsentry/sentry/pull/111728), review comment - -### Pattern - -Reviewers ask "why" and "under what conditions" questions that indicate missing code comments or documentation. The reviewer must ask the author to explain behavior that could have been captured in a comment or docstring. - ---- - -## 6. Type Safety and Error Handling (30.0%) - -Type correctness, optional values, error handling patterns, and exception safety. - -### Evidence - -> *"Do we need the cast for ReactNode? Seeing this multiple times in this file."* -> — [#111529](https://github.com/getsentry/sentry/pull/111529), review comment - -> *"Same Q. Why is this optionally expected? Does this mean the GitHub org already has a Sentry installation? Does this mean we're in a multi-org setup flow?"* -> — [#111728](https://github.com/getsentry/sentry/pull/111728), review comment - -> *"Seems like quite a few paths simply do `raise NotFound(...)` and you're simply matching on the hard coded string here which seems rather fragile. Thoughts on updating the sources to raise a more specific error?"* -> — [#111691](https://github.com/getsentry/sentry/pull/111691), review comment - -### Pattern - -Type safety discussions center on two sub-themes: (a) whether values should be optional/nullable and the implications of that choice, and (b) error handling patterns (string matching vs. typed exceptions). Both would benefit from explicit conventions documented in ADRs. - ---- - -## 7. Follow-up and Scope Creep (25.0%) - -Discussions about deferring work, scope boundaries, and tracking follow-ups. - -### Evidence - -> *"We'll have to figure out why there are two names for things in different APIs and consolidate. As a follow up."* -> — [#111697](https://github.com/getsentry/sentry/pull/111697), review comment - -> *"Yeah you're right this seems wrong. I can follow up VDY-53."* -> — [#111728](https://github.com/getsentry/sentry/pull/111728), review comment - -> *"Great work! I did a visual check and didn't notice anything off. Ok except for the widget creation in a dashboard, but that is also in production and we can address in a follow up."* -> — [#111775](https://github.com/getsentry/sentry/pull/111775), review comment - -### Pattern - -A quarter of high-friction PRs involve negotiating what's in scope vs. what should be deferred. Reviewers identify issues but accept "follow up" as resolution — creating implicit tech debt tracking distributed across PR comments rather than a centralized system. - ---- - -## 8. Security and Permissions (20.0%) - -Security implications, permission models, authentication flows, and attack surface discussions. - -### Evidence - -> *"Should we put some permissions checks around this? Only admins will be able to edit integrations... I think we should hide or disable this button for regular users."* -> — [#111499](https://github.com/getsentry/sentry/pull/111499), review comment - -> *"Organization scoping removed from Group fetch — defense-in-depth weakened."* -> — [#111663](https://github.com/getsentry/sentry/pull/111663), review comment - -> *"Yeah I think this could be a valid attack since this is the first step in the pipeline. Like what if someone gives us someone else's installation_id?"* -> — [#111728](https://github.com/getsentry/sentry/pull/111728), review comment - -### Pattern - -Security discussions surface as specific attack scenarios reviewers identify — permission bypass, missing authorization checks, weakened defense-in-depth. These are high-stakes observations that often require multiple rounds of discussion to resolve. The GitHub integration PRs ([#111728](https://github.com/getsentry/sentry/pull/111728)) are particularly security-heavy due to OAuth pipeline complexity. - ---- - -## 9. Naming and Consistency (11.7%) - -Naming choices, consistency between APIs, and normalization of terminology. - -### Evidence - -> *"Possible to have more semantic names for these?"* -> — [#111529](https://github.com/getsentry/sentry/pull/111529), review comment - -> *"I think it would be a good idea to strictly type this, that way developers would get a better typeahead experience + we would probably avoid some subtle naming differences from creeping in."* -> — [#111554](https://github.com/getsentry/sentry/pull/111554), review comment - -> *"Let's make sure to pass org_id to the groups query to be safe — nit: rename `process_a_column_values` to `process_column_values`."* -> — [#111724](https://github.com/getsentry/sentry/pull/111724), review comment - -### Pattern - -While the least frequent theme, naming discussions are almost always repeated across PRs. The same pattern of "can we use a more semantic/consistent name" recurs because there's no codified naming convention for the areas being discussed. - ---- - -## Cross-Theme Analysis - -Several themes co-occur frequently: - -- **API design + State management**: When reviewers question API defaults, they often also probe the data flow that determines those defaults (seen in [#111697](https://github.com/getsentry/sentry/pull/111697)) -- **Security + State management**: OAuth pipeline discussions inherently involve both security and state flow concerns (seen in [#111728](https://github.com/getsentry/sentry/pull/111728)) -- **Test evidence + Type safety**: Requests for tests often accompany type safety concerns — "this error handling is fragile, add a test" (seen in [#111691](https://github.com/getsentry/sentry/pull/111691)) -- **Component patterns + Documentation**: "Can we avoid this inline style" is both a styling pattern and a documentation gap — the convention isn't written down - -These co-occurrences suggest that a small number of well-targeted ADRs could address multiple themes simultaneously. See [ADR Proposals](./adr-proposals/) for specific recommendations. diff --git a/src/styles/custom.css b/src/styles/custom.css deleted file mode 100644 index 64b10c7..0000000 --- a/src/styles/custom.css +++ /dev/null @@ -1,177 +0,0 @@ -/* ============================================================ - Archgate Studies – "The Digital Curator" Theme - Based on Stitch design system: High-End Editorial - - Starlight color variable reference (both modes use same names): - - white/gray-1 = foreground (text) - - gray-5/gray-6/black = background - - Scale inverts between dark ↔ light mode automatically - ============================================================ */ - -/* --- Design tokens --- */ - -:root { - /* Body font: Noto Serif for scholarly reading (Starlight's intended override) */ - --sl-font: "Noto Serif", "Charter", Cambria, Georgia, serif; - - /* Layout */ - --sl-content-width: 52rem; -} - -/* --- Global text styling (manuscript body) --- */ - -.sl-markdown-content { - line-height: 1.7; -} - -.sl-markdown-content p { - margin-block: 1em; - text-align: justify; - hyphens: auto; -} - -/* --- Headings (Inter – editorial sans-serif) --- */ - -.sl-markdown-content :is(h1, h2, h3, h4, h5) { - font-family: "Inter", var(--sl-font-system); -} - -.sl-markdown-content h2 { - margin-block-start: 3.5rem; - margin-block-end: 1rem; - padding-block-end: 0.4em; - /* Signature editorial mark: short 40px underline instead of full-width */ - border-bottom: 2px solid var(--sl-color-accent-low); - border-image: linear-gradient( - to right, - var(--sl-color-accent-low) 40px, - transparent 40px - ) - 1; -} - -.sl-markdown-content h3 { - margin-block-start: 2.75rem; - margin-block-end: 0.5em; -} - -/* --- Links --- */ - -.sl-markdown-content a { - text-decoration: underline; - text-underline-offset: 3px; - text-decoration-thickness: 1px; - text-decoration-color: var(--sl-color-gray-4); - transition: text-decoration-color 0.15s; -} - -.sl-markdown-content a:hover { - text-decoration-color: currentColor; - text-decoration-thickness: 1.5px; -} - -/* --- Lists --- */ - -.sl-markdown-content li { - margin-block: 0.4em; - line-height: 1.7; -} - -/* --- Inline code --- */ - -.sl-markdown-content code:not(pre code) { - border-radius: 2px; - font-size: 0.88em; -} - -/* --- Blockquotes (editorial: italic, subtle background, no decorative marks) --- */ -/* Stitch: bg-surface-container-low, italic, rounded-lg, generous padding */ - -.sl-markdown-content blockquote { - margin-inline: 0; - margin-block: 2em; - padding: 2em; - border-left: none; - border-radius: 0.5rem; - font-style: italic; - background: var(--sl-color-gray-6); -} - -.sl-markdown-content blockquote p { - text-align: left; - margin-block: 0.5em; -} - -.sl-markdown-content blockquote p:first-child { - margin-block-start: 0; -} - -.sl-markdown-content blockquote p:last-child { - margin-block-end: 0; -} - -/* --- Tables (no vertical lines, uppercase headers, zebra stripes) --- */ -/* Stitch: surface-container-highest header, 10px uppercase tracking-[0.2em], - surface-container-low zebra, outline-variant/10 row borders, Noto Serif body */ - -.sl-markdown-content table { - width: 100%; - border-collapse: collapse; - margin-block: 2em; - font-size: var(--sl-text-sm); - border-radius: 0.25rem; - overflow: hidden; -} - -.sl-markdown-content th { - padding: 1em; - text-align: left; - font-family: "Inter", var(--sl-font-system); - font-weight: 600; - font-size: 10px; - text-transform: uppercase; - letter-spacing: 0.2em; - /* gray-4: matches Stitch surface-container-highest in both modes */ - background: var(--sl-color-gray-4); - border-bottom: none; -} - -.sl-markdown-content td { - padding: 1em; - /* Ghost row border: Stitch uses outline-variant at 10% opacity */ - border-bottom: 1px solid var(--sl-color-hairline-light); -} - -/* Zebra striping: Stitch uses surface-container-low */ -.sl-markdown-content tr:nth-child(even) td { - background: var(--sl-color-gray-6); -} - -/* --- Horizontal rule --- */ - -.sl-markdown-content hr { - border: none; - border-top: 1px solid var(--sl-color-hairline-light); - margin-block: 3.5rem; -} - -/* --- Strong text (label-like emphasis) --- */ - -.sl-markdown-content strong { - font-weight: 600; -} - -/* --- Sidebar --- */ - -nav.sidebar { - font-family: "Inter", var(--sl-font-system); -} - -/* --- Print styles --- */ - -@media print { - .sl-markdown-content { - font-size: 11pt; - line-height: 1.5; - } -} diff --git a/tsconfig.json b/tsconfig.json deleted file mode 100644 index bcbf8b5..0000000 --- a/tsconfig.json +++ /dev/null @@ -1,3 +0,0 @@ -{ - "extends": "astro/tsconfigs/strict" -}