# DiffCI **Category:** ๐Ÿ’ป Developer Tools **Repository:** https://github.com/DiffCI/DiffCI.com **Views:** 0 **Installs:** 0 **Upvotes:** 0 **Directory Page:** https://allmcps.com/mcp/diffci ## Description Change-aware CI validation and affected-test guidance for coding agents. ## Claude Desktop Quick Installation Heuristic fallback โ€” verify the package name and runner against the repository README before running it. Uses `npx` (confidence: low): ```json "mcpServers": { "diffci": { "command": "npx", "args": ["-y","diffci"] } } ``` ## Documentation & README # DiffCI [Website](https://diffci.com/) ยท [Test impact analysis guide](https://diffci.com/test-impact-analysis/github-actions) ยท [Open evidence study](https://diffci.com/research/diffci-open-evidence-2026) [![npm version](https://img.shields.io/npm/v/@diffci.com/diffci.svg)](https://www.npmjs.com/package/@diffci.com/diffci) [![npm provenance](https://img.shields.io/badge/npm-provenance-blue)](https://docs.npmjs.com/generating-provenance-statements) [![MCP server](https://img.shields.io/badge/MCP-server-5f6fff)](https://diffci.com/mcp-server) [![Agent safe](https://img.shields.io/badge/agent--safe-observation--only-0f766e)](docs/ai-agents.md) [![GitHub Marketplace](https://img.shields.io/badge/GitHub-Marketplace-blue)](https://github.com/marketplace/actions/diffci-observer) **Find test-selection opportunities in your CI before changing what it runs.** DiffCI analyzes a commit's changes and dependency graph, then reports which test files it would select, why it falls back to a full run, and whether it can propose a test command. `check` also runs paired full and selected commands when it can infer them. The `observe` command and Action remain observation-only. ## Try DiffCI From a Git repository checkout, with Node.js 22.5+ and Git installed, run: ```bash npx "@diffci.com/diffci@latest" check ``` `check` explains affected tests and, when it can infer safe commands, runs both the full and selected test commands to measure the difference. It sends nothing to DiffCI. Test commands can create files in the checkout. For analysis without test execution, use `npx "@diffci.com/diffci@latest" observe --no-send`. To add instructions for coding agents, run: ```bash npx "@diffci.com/diffci@latest" init ``` To also pin DiffCI as a development dependency and update the detected npm, pnpm, Yarn, or Bun lockfile, pass `--install`. Add `--workflow` for a separate non-blocking observation job: ```bash npx "@diffci.com/diffci@latest" init --install --workflow ``` `--install` also adds `diffci:check` and `diffci:observe` package scripts. It preserves same-named scripts that the project already owns. After installation, CI or contributors can run `npm run diffci:check` or `npm run diffci:observe` without knowing the package name or version. On Windows PowerShell, quote the package name: ```powershell npx "@diffci.com/diffci@latest" check ``` The [copyable adoption kit](https://github.com/DiffCI/DiffCI.com/blob/HEAD/docs/agent-adoption-kit.md) includes an `AGENTS.md` instruction and maintainer PR text. AI-readable documentation is on [Context7 CLI](https://context7.com/diffci/diffci.com) and [Context7 Core](https://context7.com/diffci/core). Use the [GitHub Marketplace Action](https://github.com/marketplace/actions/diffci-observer) for a separate, non-blocking observation job. Required project CI remains authoritative. One paired run is preliminary evidence. `verify-savings` can repeat comparisons, alternate arm order, record declared cache state, and run an explicit cache-preparation command before every arm. A result is labelled controlled only after at least three alternating, cache-prepared repetitions. On a full-validation fallback, `check` runs the full command once and reports 0% reduction. **Upgrade from 0.1.3:** tests excluded by a source-only `tsconfig.json` could be discovered without their dependency edges, producing an incomplete selection. This is fixed in **0.1.4**. Revalidate affected observations before using them as opportunity evidence; see the [historical validation](https://github.com/DiffCI/DiffCI.com/blob/HEAD/docs/evidence/growth-history-01/README.md) and [release qualification](https://github.com/DiffCI/DiffCI.com/blob/HEAD/docs/evidence/release-0.1.4/README.md). The local default compares `HEAD` with its first parent; both commits must be available. For a specific comparison, add `--base --head `. DiffCI prints the selection, fallback reasons, and the path to a JSON report outside your checkout. `REFUSED` or `ERROR` is not a successful analysis; check the reported status even when the command exits successfully. See the [support matrix](https://github.com/DiffCI/DiffCI.com/blob/HEAD/docs/language-support.md) for setup requirements and supported workloads. `check` runs inferred full and selected commands in the checkout and sends nothing by default. The commands may write generated files. Use `observe --no-send` for analysis without execution. See [`docs/ai-agents.md`](https://github.com/DiffCI/DiffCI.com/blob/HEAD/docs/ai-agents.md) for Claude Code, Codex, Cursor, GitHub Copilot, and similar tools. **Measured example:** a controlled Cal.com replay showed **44.2% net reduction in a job-equivalent install + pretest + test workload**, including analysis overhead. This is one sandbox comparison, not Cal.com's production savings or a prediction for your repository. [Read the timings and method](https://github.com/DiffCI/DiffCI.com/blob/HEAD/docs/research/2026-08-24-calcom-execution-observability/11-frozen-identity-and-complete-job-savings.md). Selection counts alone do not establish runtime savings. `check` reports a measured percentage only when both commands pass and the checked-out commit and worktree remain identical across both arms. The savings artifact embeds the base/head SHAs, observation SHA-256, commands, timings, and checkout snapshots. Snapshots use byte-level fingerprints for dirty files, manifests, lockfiles, and available resolved-dependency markers; the report also records the runner identity. A mismatch invalidates the comparison. `observe` does not execute tests. For an advanced paired runtime check, you can still run `observe` first and then run `verify-savings` against the observation report. It compares your normal full command with DiffCI's proposed selected command and writes JSON plus Markdown evidence; see [`docs/npm-adoption.md`](https://github.com/DiffCI/DiffCI.com/blob/HEAD/docs/npm-adoption.md#self-serve-runtime-pilot). For stronger evidence, run repeated measurements with an explicit cache preparation command: ```bash npx "@diffci.com/diffci@latest" verify-savings \ --repo . --full "npm test" --selected-from-report ../diffci-observation.json \ --out ../diffci-savings.json --repetitions 3 --cache-state warm \ --cache-prepare "node scripts/prepare-ci-cache.mjs" ``` DiffCI alternates full/selected order, reports min/median/max timings, and conservatively classifies stable selection misses, likely flakes, shared/pre-existing failures, infrastructure failures, and inconclusive results. Cache preparation is user-supplied because DiffCI must not delete repository or tool caches on its own. ## Validate same-turn change specifications When an agent or build tool supplies explicit specification IDs and logical targets, DiffCI can block two specifications from silently changing the same target: ```json { "specifications": [ { "id": "SPEC-API", "logicalTarget": "com.example.Widget#run" }, { "id": "SPEC-BEHAVIOR", "logicalTarget": "com.example.Widget#run" } ] } ``` ```bash npx "@diffci.com/diffci@latest" validate-specs --file change-specifications.json ``` The command exits non-zero and names every conflicting specification ID. This surface is opt-in and does not infer semantic targets from source code; callers must provide stable logical target names. ## Observe in GitHub Actions Save this as `.github/workflows/diffci.yml` to add a dedicated, non-blocking observation job: ```yaml name: DiffCI observation on: [push, pull_request] permissions: contents: read jobs: diffci: runs-on: ubuntu-latest continue-on-error: true steps: - uses: actions/checkout@v4 with: fetch-depth: 0 - uses: DiffCI/DiffCI.com@e1d7bab271c5d83899bda0034d70d3e34c10c1f7 ``` Then check the workflow locally with `npx "@diffci.com/diffci@latest" verify-workflow`. Keep the observer out of required checks and other jobs' `needs` lists. The Action adds a job summary and a `diffci-observation` artifact to the run; it does not alter which tests your other jobs execute. The example pins release `v0.2.11` to its qualified feature commit SHA for reproducibility. The CLI sends no report with `--no-send`. The Action uploads a GitHub artifact by default; sending to DiffCI's hosted service requires an explicitly configured endpoint and token. [Installation details](https://github.com/DiffCI/DiffCI.com/blob/HEAD/docs/distribution.md) ยท [Seven-day pilot](https://github.com/DiffCI/DiffCI.com/blob/HEAD/docs/shadow-pilot-runbook.md) ## Use DiffCI | Surface | Use it for | Current distribution | | --- | --- | --- | | [`@diffci.com/diffci`](https://www.npmjs.com/package/@diffci.com/diffci) | Try `observe` locally, run an opt-in runtime pilot, or install the GitHub Action from this repository | Published npm CLI and Action | The CLI bundles a pinned revision of the [Core engine](https://github.com/DiffCI/core) from GitHub. Users install only `@diffci.com/diffci`; the `check` command above uses it directly. Core performs Git analysis, dependency graphs, impact, path baseline, and selected-command planning. The report format and non-interfering GitHub Action remain in this repository. See [`docs/package-relationship.md`](https://github.com/DiffCI/DiffCI.com/blob/HEAD/docs/package-relationship.md) for the source relationship. For evaluation results and their limits, start with [`docs/adoption-evidence.md`](https://github.com/DiffCI/DiffCI.com/blob/HEAD/docs/adoption-evidence.md). ## Agent Adoption Add DiffCI instructions to a repository: ```bash npx "@diffci.com/diffci@latest" init ``` Then ask your coding agent to run: ```bash npx "@diffci.com/diffci@latest" check ``` Agent-specific docs: [`Codex`](https://github.com/DiffCI/DiffCI.com/blob/HEAD/docs/codex.md) ยท [`Claude Code`](https://github.com/DiffCI/DiffCI.com/blob/HEAD/docs/claude-code.md) ยท [`Cursor`](https://github.com/DiffCI/DiffCI.com/blob/HEAD/docs/cursor.md) ยท [`GitHub Copilot`](https://github.com/DiffCI/DiffCI.com/blob/HEAD/docs/copilot.md) ยท [`Grok`](https://github.com/DiffCI/DiffCI.com/blob/HEAD/docs/grok.md). Live discovery files: [`llms.txt`](https://diffci.com/llms.txt) ยท [`AI agents`](https://diffci.com/docs/ai-agents). Adoption materials: [`outreach copy`](https://github.com/DiffCI/DiffCI.com/blob/HEAD/docs/adoption-outreach.md) ยท [`metrics`](https://github.com/DiffCI/DiffCI.com/blob/HEAD/docs/adoption-metrics.md) ยท [`targets`](https://github.com/DiffCI/DiffCI.com/blob/HEAD/docs/agent-adoption-targets.md). For native agent integrations, DiffCI provides a stateless, read-only HTTPS MCP endpoint for validation guidance: ```text https://diffci.com/mcp ``` Use the stdio MCP server when tools need to inspect the local checkout or run tests: ```bash npx -p "@diffci.com/diffci@latest" diffci-mcp ``` See the [MCP server page](https://diffci.com/mcp-server) for Codex, Claude Code, Cursor, and VS Code setup, or [`docs/mcp.md`](https://github.com/DiffCI/DiffCI.com/blob/HEAD/docs/mcp.md) for repository documentation. ## Project background ## Public Core and private Cloud DiffCI's public-good analysis engine is released separately from its commercial hosted product. The project lives in the [DiffCI GitHub organization](https://github.com/DiffCI). This repository was transferred to `DiffCI/DiffCI.com` on 2026-09-16. | Component | Scope | Licensing | | --- | --- | --- | | [DiffCI Core](https://github.com/DiffCI/core) | Standalone dependency/change analysis, CI graph inference, safety/fallback, advisory test selection, synthetic benchmarking and local compute measurement | AGPL-3.0-only; public | | DiffCI Cloud | Hosted infrastructure, billing, enterprise dashboard, organization management, proprietary data/services, and managed acceleration | Proprietary | | Optional enterprise code | Separately scoped, visible and auditable enterprise capabilities | Source available, with commercial production rights controlled by DiffCI | **This mixed repository is public.** The reviewed Core extraction was published separately, with fresh Git history. This repository retains its existing engine snapshot while package integration is migrated separately. No blanket AGPL license applies to this repository. Public Core is advisory-only; energy/carbon/cost are modeled estimates, not verified environmental savings. The exact extraction is recorded in [the Core release audit](https://github.com/DiffCI/DiffCI.com/blob/HEAD/docs/core-release-audit.md). The funded Core should run independently of DiffCI Cloud. AGPL permits commercial use and competing hosting; it adds source-sharing obligations for covered modifications, including qualifying remote network use. Grant eligibility depends on each grant's agreement and funded deliverables. See the [licensing boundaries](https://github.com/DiffCI/DiffCI.com/blob/HEAD/docs/licensing.md), [organization and migration plan](https://github.com/DiffCI/DiffCI.com/blob/HEAD/docs/github-organization.md), and [prepared organization profile](https://github.com/DiffCI/DiffCI.com/blob/HEAD/docs/github-org/profile/README.md). **This repository moved out of the [DentalPresence.in](https://github.com/adityankale190895/DentalPresence.in) monorepo** (previously `diffci/` there) into its own repo on 2026-08-21, once the project outgrew being a subfolder. DentalPresence.in remains DiffCI's original dogfooding target - some code (the `planner` DentalPresence-specific PATH baseline/task registry, a few fixture tests) still reflects that origin - but the research and shadow-validation pipelines are generic and have been exercised against dozens of real third-party repositories. ## Current state Language expansion: initial Vue SFC, Go package-level, and conventional Maven reactor analysis is implemented through repository adapters. See [the support matrix and setup requirements](https://github.com/DiffCI/DiffCI.com/blob/HEAD/docs/language-support.md) for exact scope, fallback behavior, and validation boundaries. Three completed research stages plus an in-progress prospective-validation stage, in order: - **Stage 0** - a 2,000-delta historical benchmark across 20 real repositories, run through a real Cloudflare orchestrator. Verdict: **GO WITH CONDITIONS**. - **Stage 1A** - forensic root-cause investigation of every repository/delta where Stage 0's confidence model degraded to UNSAFE, and of every historical "unsafe miss" candidate. Identified the top 3 highest-leverage fixes. - **Stage 1B** - implemented those 3 fixes (reachability-aware confidence narrowing, an improved historical safety-measurement methodology, a tsconfig-scope + package.json-diffing fix), validated them live against real repositories (coverage improved, zero contradicted safety cases), and ran a real wall-clock FULL/PATH/DiffCI runtime pilot. - **Stage 2** (current) - prospective shadow validation on real, currently-arriving CI events, not more historical benchmarking. A live pipeline (Cloudflare Sandbox Containers + Worker, D1 + R2) observes real repositories, predicts *before* their outcome is known, and later reconciles against the real CI result. Current verdict: **EXTEND SHADOW VALIDATION** - the pipeline is real and defect-free, and since 2026-08-21 it runs **autonomously**: a Cron Trigger polls enrolled repositories every 10 minutes (`src/research/cloudflare/shadow-cron.ts`), and the registered **DiffCI Shadow GitHub App** (read-only; see [`docs/github-app-registration.md`](https://github.com/DiffCI/DiffCI.com/blob/HEAD/docs/github-app-registration.md)) delivers push/workflow events to `/v1/shadow/webhook` for instant predictions and exactly-on-time reconciliation - this repository shadow-observes itself through that App. See [`docs/research/2026-08-21-stage2-final-report.md`](https://github.com/DiffCI/DiffCI.com/blob/HEAD/docs/research/2026-08-21-stage2-final-report.md) for the full picture; what's honestly still missing is real observation volume, working GitHub Actions on our own repositories (account billing), and real design-partner repositories. Every dated report behind these stages lives in [`docs/research/`](https://github.com/DiffCI/DiffCI.com/blob/HEAD/docs/research/) - start with `2026-08-21-stage2-architecture.md` for the fullest current picture of what's built vs not, or the Stage 0/1A/1B reports for the historical-validation story. For the next product milestone, see [`docs/alpha-readiness.md`](https://github.com/DiffCI/DiffCI.com/blob/HEAD/docs/alpha-readiness.md). It tracks the private-alpha bar: install DiffCI, keep CI unchanged, collect real shadow observations, and render a trustworthy potential-savings report. ## Architecture DiffCI is now framed as an open-core product: ```text DiffCI | โ”œโ”€โ”€ Open-source core | โ”œโ”€โ”€ DiffCI engine | โ”œโ”€โ”€ CLI / npm package | โ”œโ”€โ”€ Local analysis | โ””โ”€โ”€ Basic GitHub Action | | | โ””โ”€โ”€ Tidelift package support | โ””โ”€โ”€ Commercial DiffCI โ”œโ”€โ”€ Hosted service / DiffCI Cloud โ”œโ”€โ”€ Organization dashboard โ”œโ”€โ”€ Historical analytics โ”œโ”€โ”€ Advanced CI/CD optimization โ”œโ”€โ”€ Enterprise policies โ”œโ”€โ”€ Managed runners โ”œโ”€โ”€ Team features โ””โ”€โ”€ Support / enterprise services ``` The open-source core is the trust and adoption surface. It runs locally or in the host repository's own CI, writes a report, and changes nothing about CI execution. Commercial DiffCI adds hosted history, organization views, policy, managed operations, runners, and support. Tidelift belongs to the supported open-source package path, not the hosted product feature boundary. See [`docs/open-core-packaging.md`](https://github.com/DiffCI/DiffCI.com/blob/HEAD/docs/open-core-packaging.md) and [`docs/tidelift-package-support.md`](https://github.com/DiffCI/DiffCI.com/blob/HEAD/docs/tidelift-package-support.md). The source tree follows that split: - `src/git/`, `src/repo/`, `src/planner/`, and `src/client/` are the installable OSS observer path. - `action.yml` wraps the observer as a basic non-blocking GitHub Action. - `src/research/` and `src/shadow/` run validation, GitHub App shadow observation, and reconciliation. - `src/product/`, `src/auth/`, `src/billing/`, `src/ingest/`, `src/ledger/`, `src/runner/`, and `src/usage/` are the commercial/control-plane layer. - `docs/oss-boundary.md` records what is allowed into the npm package. ## Commands ```bash # Type-check and run the full test suite npm run check # Generate an example delta / impact / plan for the current repo's latest commit npm run diffci npm run impact # Run a real Stage 0-style historical benchmark locally npm run research:stage0 # Deploy the Cloudflare research/shadow Worker (D1 + R2 + Sandbox Containers) npm run research:sandbox:deploy ``` ## Install Surfaces DiffCI is intended to be installable as infrastructure, not only as a hosted shadow experiment: ```yaml - uses: DiffCI/DiffCI.com@e1d7bab271c5d83899bda0034d70d3e34c10c1f7 ``` ```bash npx "@diffci.com/diffci@latest" observe npx "@diffci.com/diffci@latest" check npx "@diffci.com/diffci@latest" init npx "@diffci.com/diffci@latest" verify-workflow ``` The GitHub Action and npm CLI establish the OSS/package distribution path. The hosted GitHub App and DiffCI Cloud build on that trust boundary for teams that want shared reports and history. See [`docs/distribution.md`](https://github.com/DiffCI/DiffCI.com/blob/HEAD/docs/distribution.md) for the package and Action positioning, [`docs/open-core-packaging.md`](https://github.com/DiffCI/DiffCI.com/blob/HEAD/docs/open-core-packaging.md) for the commercial split, and [`docs/npm-adoption.md`](https://github.com/DiffCI/DiffCI.com/blob/HEAD/docs/npm-adoption.md) for copy-paste pilot material.