diff --git a/.travis.yml b/.travis.yml
new file mode 100644
index 0000000..9390732
--- /dev/null
+++ b/.travis.yml
@@ -0,0 +1,162 @@
+language: rust
+sudo: false
+
+matrix:
+  include:
+    - rust: 1.28.0
+      env: DESCRIPTION="Linux, 1.28.0"
+      os: linux
+
+    - rust: 1.28.0
+      env: DESCRIPTION="OSX, 1.22.0"
+      os: osx
+
+    - rust: stable
+      env: DESCRIPTION="Linux, stable"
+
+    - rust: stable
+      env: DESCRIPTION="OSX+iOS, stable"
+      os: osx
+      install:
+        - rustup target add aarch64-apple-ios
+
+    - rust: beta
+      env: DESCRIPTION="Linux, beta"
+
+    - rust: nightly
+      os: linux
+      env: DESCRIPTION="Linux, nightly, docs"
+      install:
+        - cargo --list | egrep "^\s*deadlinks$" -q || cargo install cargo-deadlinks
+        - cargo deadlinks -V
+      before_script:
+        - pip install 'travis-cargo<0.2' --user && export PATH=$HOME/.local/bin:$PATH
+      script:
+        # Differs from standard script: alloc feature, all features, doc build
+        - cargo test --lib --no-default-features --features=alloc
+        - cargo test --all-features
+        - cargo test --benches --features=nightly
+        - cargo test --examples
+        - cargo test --manifest-path rand_core/Cargo.toml
+        - cargo test --manifest-path rand_core/Cargo.toml --no-default-features --features=alloc
+        - cargo test --manifest-path rand_isaac/Cargo.toml --features=serde1
+        - cargo test --manifest-path rand_pcg/Cargo.toml --features=serde1
+        - cargo test --manifest-path rand_xorshift/Cargo.toml --features=serde1
+        - cargo test --manifest-path rand_xoshiro/Cargo.toml
+        - cargo test --manifest-path rand_chacha/Cargo.toml
+        - cargo test --manifest-path rand_hc/Cargo.toml
+        - cargo test --manifest-path rand_jitter/Cargo.toml
+        - cargo test --manifest-path rand_os/Cargo.toml
+        # remove cached documentation, otherwise files from previous PRs can get included
+        - rm -rf target/doc
+        - cargo doc --no-deps --all --all-features
+        - cargo deadlinks --dir target/doc
+      after_success:
+        - travis-cargo --only nightly doc-upload
+
+    - rust: nightly
+      os: osx
+      env: DESCRIPTION="OSX, nightly, docs"
+      install:
+        - cargo --list | egrep "^\s*deadlinks$" -q || cargo install cargo-deadlinks
+        - cargo deadlinks -V
+      script:
+        - cargo test
+        - cargo test --benches
+        - cargo test --examples
+        # remove cached documentation, otherwise files from previous PRs can get included
+        - rm -rf target/doc
+        - cargo doc --no-deps --all --all-features
+        - cargo deadlinks --dir target/doc
+
+    - rust: nightly
+      env: DESCRIPTION="WASM via emscripten, stdweb and wasm-bindgen"
+      install:
+        - rustup target add wasm32-unknown-unknown
+        - rustup target add wasm32-unknown-emscripten
+        - nvm install 9
+        - ./utils/ci/install_cargo_web.sh
+        - cargo web prepare-emscripten
+        - cargo web -V
+        - cargo list | grep install-update || cargo install -f cargo-update
+        - cargo install-update -i cargo-update wasm-bindgen-cli wasm-pack
+      addons:
+        chrome: stable
+      script:
+        # Testing wasm32-unknown-emscripten fails because of rust-lang/rust#49877
+        # However, we can still build and link all tests to make sure that works.
+        # This is actually useful as it finds stuff such as rust-random/rand#669
+        - EMCC_CFLAGS="-s ERROR_ON_UNDEFINED_SYMBOLS=0" cargo web test --target wasm32-unknown-emscripten --no-run
+        #- cargo web test --target wasm32-unknown-emscripten
+        #- cargo web test --nodejs --target wasm32-unknown-emscripten
+        #- cargo build --target wasm32-unknown-unknown # without any features
+        - cargo build --target wasm32-unknown-unknown --features=wasm-bindgen
+        - cargo web test --target wasm32-unknown-unknown --features=stdweb
+        - cargo build --manifest-path tests/wasm_bindgen/Cargo.toml --target wasm32-unknown-unknown
+        - wasm-bindgen --nodejs target/wasm32-unknown-unknown/debug/rand_wasm_bindgen_test.wasm --out-dir tests/wasm_bindgen/js
+        - node tests/wasm_bindgen/js/index.js
+        - wasm-pack test --node tests/wasm_bindgen
+
+    - rust: nightly
+      env: DESCRIPTION="cross-platform build only"
+      install:
+        - rustup target add x86_64-sun-solaris
+        - rustup target add x86_64-unknown-cloudabi
+        - rustup target add x86_64-unknown-freebsd
+        - rustup target add x86_64-unknown-fuchsia
+        - rustup target add x86_64-unknown-netbsd
+        - rustup target add x86_64-unknown-redox
+      script:
+        - cargo build --target=x86_64-sun-solaris --all-features
+        - cargo build --target=x86_64-unknown-cloudabi --all-features
+        - cargo build --target=x86_64-unknown-freebsd --all-features
+        - cargo build --target=x86_64-unknown-fuchsia --all-features
+        - cargo build --target=x86_64-unknown-netbsd --all-features
+        - cargo build --target=x86_64-unknown-redox --all-features
+
+    # Trust cross-built/emulated targets. We must repeat all non-default values.
+    - rust: stable
+      sudo: required
+      dist: trusty
+      services: docker
+      env: DESCRIPTION="Linux (MIPS, big-endian)" TARGET=mips-unknown-linux-gnu
+      install:
+        - sh utils/ci/install.sh
+        - source ~/.cargo/env || true
+      script:
+        - bash utils/ci/script.sh
+    
+    - rust: stable
+      sudo: required
+      dist: trusty
+      services: docker
+      env: DESCRIPTION="Android (ARMv7)" TARGET=armv7-linux-androideabi
+      install:
+        - sh utils/ci/install.sh
+        - source ~/.cargo/env || true
+      script:
+        - bash utils/ci/script.sh
+
+before_install:
+  - set -e
+  - rustup self update
+
+script:
+  - cargo test
+  - cargo test --benches
+  - cargo test --examples
+
+after_script: set +e
+
+cache:
+  cargo: true
+  directories:
+    - .local/share/cargo-web
+
+before_cache:
+  # Travis can't cache files that are not readable by "others"
+  - chmod -R a+r $HOME/.cargo
+
+notifications:
+  email:
+    on_success: never
diff --git a/appveyor.yml b/appveyor.yml
new file mode 100644
index 0000000..e2dfc37
--- /dev/null
+++ b/appveyor.yml
@@ -0,0 +1,37 @@
+environment:
+
+  # At the time this was added AppVeyor was having troubles with checking
+  # revocation of SSL certificates of sites like static.rust-lang.org and what
+  # we think is crates.io. The libcurl HTTP client by default checks for
+  # revocation on Windows and according to a mailing list [1] this can be
+  # disabled.
+  #
+  # The `CARGO_HTTP_CHECK_REVOKE` env var here tells cargo to disable SSL
+  # revocation checking on Windows in libcurl. Note, though, that rustup, which
+  # we're using to download Rust here, also uses libcurl as the default backend.
+  # Unlike Cargo, however, rustup doesn't have a mechanism to disable revocation
+  # checking. To get rustup working we set `RUSTUP_USE_HYPER` which forces it to
+  # use the Hyper instead of libcurl backend. Both Hyper and libcurl use
+  # schannel on Windows but it appears that Hyper configures it slightly
+  # differently such that revocation checking isn't turned on by default.
+  #
+  # [1]: https://curl.haxx.se/mail/lib-2016-03/0202.html
+  RUSTUP_USE_HYPER: 1
+  CARGO_HTTP_CHECK_REVOKE: false
+
+  matrix:
+  - TARGET: x86_64-pc-windows-msvc
+  - TARGET: i686-pc-windows-msvc
+install:
+  - appveyor DownloadFile https://win.rustup.rs/ -FileName rustup-init.exe
+  - rustup-init.exe -y --default-host %TARGET% --default-toolchain nightly
+  - set PATH=%PATH%;C:\Users\appveyor\.cargo\bin
+  - rustc -V
+  - cargo -V
+
+build: false
+
+test_script:
+  - cargo test
+  - cargo test --benches
+  - cargo test --examples
diff --git a/utils/ci/install.sh b/utils/ci/install.sh
new file mode 100644
index 0000000..8e636e1
--- /dev/null
+++ b/utils/ci/install.sh
@@ -0,0 +1,49 @@
+# From https://github.com/japaric/trust
+
+set -ex
+
+main() {
+    local target=
+    if [ $TRAVIS_OS_NAME = linux ]; then
+        target=x86_64-unknown-linux-musl
+        sort=sort
+    else
+        target=x86_64-apple-darwin
+        sort=gsort  # for `sort --sort-version`, from brew's coreutils.
+    fi
+
+    # Builds for iOS are done on OSX, but require the specific target to be
+    # installed.
+    case $TARGET in
+        aarch64-apple-ios)
+            rustup target install aarch64-apple-ios
+            ;;
+        armv7-apple-ios)
+            rustup target install armv7-apple-ios
+            ;;
+        armv7s-apple-ios)
+            rustup target install armv7s-apple-ios
+            ;;
+        i386-apple-ios)
+            rustup target install i386-apple-ios
+            ;;
+        x86_64-apple-ios)
+            rustup target install x86_64-apple-ios
+            ;;
+    esac
+
+    # This fetches latest stable release
+    local tag=$(git ls-remote --tags --refs --exit-code https://github.com/japaric/cross \
+                       | cut -d/ -f3 \
+                       | grep -E '^v[0.1.0-9.]+$' \
+                       | $sort --version-sort \
+                       | tail -n1)
+    curl -LSfs https://japaric.github.io/trust/install.sh | \
+        sh -s -- \
+           --force \
+           --git japaric/cross \
+           --tag $tag \
+           --target $target
+}
+
+main
diff --git a/utils/ci/install_cargo_web.sh b/utils/ci/install_cargo_web.sh
new file mode 100755
index 0000000..b35f069
--- /dev/null
+++ b/utils/ci/install_cargo_web.sh
@@ -0,0 +1,15 @@
+#!/bin/bash
+
+set -euo pipefail
+IFS=$'\n\t'
+
+CARGO_WEB_RELEASE=$(curl -L -s -H 'Accept: application/json' https://github.com/koute/cargo-web/releases/latest)
+CARGO_WEB_VERSION=$(echo $CARGO_WEB_RELEASE | sed -e 's/.*"tag_name":"\([^"]*\)".*/\1/')
+CARGO_WEB_URL="https://github.com/koute/cargo-web/releases/download/$CARGO_WEB_VERSION/cargo-web-x86_64-unknown-linux-gnu.gz"
+
+echo "Downloading cargo-web from: $CARGO_WEB_URL"
+curl -L $CARGO_WEB_URL | gzip -d > cargo-web
+chmod +x cargo-web
+
+mkdir -p ~/.cargo/bin
+mv cargo-web ~/.cargo/bin
diff --git a/utils/ci/script.sh b/utils/ci/script.sh
new file mode 100644
index 0000000..139f2c9
--- /dev/null
+++ b/utils/ci/script.sh
@@ -0,0 +1,14 @@
+# Derived from https://github.com/japaric/trust
+
+set -ex
+
+main() {
+  - cross test --target $TARGET
+  - cross test --target $TARGET --benches
+  - cross test --target $TARGET --examples
+}
+
+# we don't run the "test phase" when doing deploys
+if [ -z $TRAVIS_TAG ]; then
+    main
+fi