diff --git a/.buildkite/pipeline.yaml b/.buildkite/pipeline.yaml
index 31d594405..075261f2d 100644
--- a/.buildkite/pipeline.yaml
+++ b/.buildkite/pipeline.yaml
@@ -205,7 +205,7 @@ steps:
   # Runtime tests.
   - <<: *common
     label: ":php: PHP runtime tests"
-    command: make RUNTIME_LOG_DIR=/tmp/$${BUILDKITE_JOB_ID} php7.3.6-runtime-tests
+    command: make RUNTIME_LOG_DIR=/tmp/$${BUILDKITE_JOB_ID} php8.1.1-runtime-tests
     parallelism: 10
   - <<: *common
     label: ":java: Java runtime tests"
@@ -213,21 +213,21 @@ steps:
     parallelism: 40
   - <<: *common
     label: ":golang: Go runtime tests"
-    command: make RUNTIME_LOG_DIR=/tmp/$${BUILDKITE_JOB_ID} go1.12-runtime-tests
+    command: make RUNTIME_LOG_DIR=/tmp/$${BUILDKITE_JOB_ID} go1.16-runtime-tests
     parallelism: 10
   - <<: *common
     label: ":node: NodeJS runtime tests"
-    command: make RUNTIME_LOG_DIR=/tmp/$${BUILDKITE_JOB_ID} nodejs12.4.0-runtime-tests
+    command: make RUNTIME_LOG_DIR=/tmp/$${BUILDKITE_JOB_ID} nodejs16.13.2-runtime-tests
     parallelism: 10
   - <<: *common
     label: ":python: Python runtime tests"
-    command: make RUNTIME_LOG_DIR=/tmp/$${BUILDKITE_JOB_ID} python3.7.3-runtime-tests
+    command: make RUNTIME_LOG_DIR=/tmp/$${BUILDKITE_JOB_ID} python3.10.2-runtime-tests
     parallelism: 10
 
   # Runtime tests (LISAFS).
   - <<: *common
     label: ":php: PHP runtime tests (LISAFS)"
-    command: make RUNTIME_LOG_DIR=/tmp/$${BUILDKITE_JOB_ID} php7.3.6-runtime-tests_lisafs
+    command: make RUNTIME_LOG_DIR=/tmp/$${BUILDKITE_JOB_ID} php8.1.1-runtime-tests_lisafs
     parallelism: 10
     if: build.message =~ /lisafs/ || build.branch == "master"
   - <<: *common
@@ -237,17 +237,17 @@ steps:
     if: build.message =~ /lisafs/ || build.branch == "master"
   - <<: *common
     label: ":golang: Go runtime tests (LISAFS)"
-    command: make RUNTIME_LOG_DIR=/tmp/$${BUILDKITE_JOB_ID} go1.12-runtime-tests_lisafs
+    command: make RUNTIME_LOG_DIR=/tmp/$${BUILDKITE_JOB_ID} go1.16-runtime-tests_lisafs
     parallelism: 10
     if: build.message =~ /lisafs/ || build.branch == "master"
   - <<: *common
     label: ":node: NodeJS runtime tests (LISAFS)"
-    command: make RUNTIME_LOG_DIR=/tmp/$${BUILDKITE_JOB_ID} nodejs12.4.0-runtime-tests_lisafs
+    command: make RUNTIME_LOG_DIR=/tmp/$${BUILDKITE_JOB_ID} nodejs16.13.2-runtime-tests_lisafs
     parallelism: 10
     if: build.message =~ /lisafs/ || build.branch == "master"
   - <<: *common
     label: ":python: Python runtime tests (LISAFS)"
-    command: make RUNTIME_LOG_DIR=/tmp/$${BUILDKITE_JOB_ID} python3.7.3-runtime-tests_lisafs
+    command: make RUNTIME_LOG_DIR=/tmp/$${BUILDKITE_JOB_ID} python3.10.2-runtime-tests_lisafs
     parallelism: 10
     if: build.message =~ /lisafs/ || build.branch == "master"
 
diff --git a/images/runtimes/go1.12/Dockerfile.x86_64 b/images/runtimes/go1.12/Dockerfile.x86_64
deleted file mode 100644
index cb2944062..000000000
--- a/images/runtimes/go1.12/Dockerfile.x86_64
+++ /dev/null
@@ -1,4 +0,0 @@
-# Go is easy, since we already have everything we need to compile the proctor
-# binary and run the tests in the golang Docker image.
-FROM golang:1.12
-RUN ["go", "tool", "dist", "test", "-compile-only"]
diff --git a/images/runtimes/go1.16/Dockerfile.x86_64 b/images/runtimes/go1.16/Dockerfile.x86_64
new file mode 100644
index 000000000..d454dfcfb
--- /dev/null
+++ b/images/runtimes/go1.16/Dockerfile.x86_64
@@ -0,0 +1,4 @@
+FROM golang:1.16
+
+# Compile the tests during build to save time during testing.
+RUN ["go", "tool", "dist", "test", "-compile-only"]
diff --git a/images/runtimes/nodejs12.4.0/Dockerfile b/images/runtimes/nodejs16.13.2/Dockerfile
similarity index 91%
rename from images/runtimes/nodejs12.4.0/Dockerfile
rename to images/runtimes/nodejs16.13.2/Dockerfile
index d17924b62..051edb359 100644
--- a/images/runtimes/nodejs12.4.0/Dockerfile
+++ b/images/runtimes/nodejs16.13.2/Dockerfile
@@ -4,16 +4,16 @@ RUN apt-get update && apt-get install -y \
   dumb-init \
   g++ \
   make \
-  python
+  python \
+  python3.8
 
 WORKDIR /root
-ARG VERSION=v12.4.0
+ARG VERSION=v16.13.2
 RUN curl -o node-${VERSION}.tar.gz https://nodejs.org/dist/${VERSION}/node-${VERSION}.tar.gz
 RUN tar -zxf node-${VERSION}.tar.gz
 
 WORKDIR /root/node-${VERSION}
 RUN ./configure
-RUN make
 RUN make test-build
 
 # Including dumb-init emulates the Linux "init" process, preventing the failure
diff --git a/images/runtimes/php7.3.6/Dockerfile b/images/runtimes/php8.1.1/Dockerfile
similarity index 90%
rename from images/runtimes/php7.3.6/Dockerfile
rename to images/runtimes/php8.1.1/Dockerfile
index e5f67f79c..1034fd3d1 100644
--- a/images/runtimes/php7.3.6/Dockerfile
+++ b/images/runtimes/php8.1.1/Dockerfile
@@ -5,12 +5,13 @@ RUN apt-get update && apt-get install -y \
   bison \
   build-essential \
   curl \
+  libsqlite3-dev \
   libtool \
   libxml2-dev \
   re2c
 
 WORKDIR /root
-ARG VERSION=7.3.6
+ARG VERSION=8.1.1
 RUN curl -o php-${VERSION}.tar.gz https://www.php.net/distributions/php-${VERSION}.tar.gz
 RUN tar -zxf php-${VERSION}.tar.gz
 
diff --git a/images/runtimes/python3.7.3/Dockerfile b/images/runtimes/python3.10.2/Dockerfile
similarity index 96%
rename from images/runtimes/python3.7.3/Dockerfile
rename to images/runtimes/python3.10.2/Dockerfile
index 4d1e1e221..3ddec0fc4 100644
--- a/images/runtimes/python3.7.3/Dockerfile
+++ b/images/runtimes/python3.10.2/Dockerfile
@@ -12,7 +12,7 @@ RUN apt-get update && apt-get install -y \
 
 # Use flags -LJO to follow the html redirect and download .tar.gz.
 WORKDIR /root
-ARG VERSION=3.7.3
+ARG VERSION=3.10.2
 RUN curl -LJO https://github.com/python/cpython/archive/v${VERSION}.tar.gz
 RUN tar -zxf cpython-${VERSION}.tar.gz
 
diff --git a/test/runtimes/BUILD b/test/runtimes/BUILD
index 510ffe013..fabc68ede 100644
--- a/test/runtimes/BUILD
+++ b/test/runtimes/BUILD
@@ -4,8 +4,8 @@ load("//test/runtimes:defs.bzl", "runtime_test")
 package(licenses = ["notice"])
 
 runtime_test(
-    name = "go1.12",
-    exclude_file = "exclude/go1.12.csv",
+    name = "go1.16",
+    exclude_file = "exclude/go1.16.csv",
     lang = "go",
     shard_count = more_shards,
 )
@@ -19,22 +19,22 @@ runtime_test(
 )
 
 runtime_test(
-    name = "nodejs12.4.0",
-    exclude_file = "exclude/nodejs12.4.0.csv",
+    name = "nodejs16.13.2",
+    exclude_file = "exclude/nodejs16.13.2.csv",
     lang = "nodejs",
     shard_count = most_shards,
 )
 
 runtime_test(
-    name = "php7.3.6",
-    exclude_file = "exclude/php7.3.6.csv",
+    name = "php8.1.1",
+    exclude_file = "exclude/php8.1.1.csv",
     lang = "php",
     shard_count = more_shards,
 )
 
 runtime_test(
-    name = "python3.7.3",
-    exclude_file = "exclude/python3.7.3.csv",
+    name = "python3.10.2",
+    exclude_file = "exclude/python3.10.2.csv",
     lang = "python",
     shard_count = more_shards,
 )
diff --git a/test/runtimes/exclude/go1.12.csv b/test/runtimes/exclude/go1.16.csv
similarity index 100%
rename from test/runtimes/exclude/go1.12.csv
rename to test/runtimes/exclude/go1.16.csv
diff --git a/test/runtimes/exclude/nodejs12.4.0.csv b/test/runtimes/exclude/nodejs16.13.2.csv
similarity index 89%
rename from test/runtimes/exclude/nodejs12.4.0.csv
rename to test/runtimes/exclude/nodejs16.13.2.csv
index 9543559da..2a6cd980a 100644
--- a/test/runtimes/exclude/nodejs12.4.0.csv
+++ b/test/runtimes/exclude/nodejs16.13.2.csv
@@ -4,14 +4,18 @@ benchmark/test-benchmark-fs.js,,Broken test
 benchmark/test-benchmark-napi.js,,Broken test
 doctool/test-make-doc.js,b/68848110,Expected to fail.
 internet/test-dgram-multicast-set-interface-lo.js,b/162798882,
+internet/test-dgram-multicast-ssm-multi-process.js,,
+internet/test-dgram-multicast-ssmv6-multi-process.js,,
+internet/test-dns.js,,Broken test
 internet/test-doctool-versions.js,,Broken test
 internet/test-uv-threadpool-schedule.js,,Broken test
-internet/test-dns.js,,Broken test
 parallel/test-dgram-bind-fd.js,b/132447356,
 parallel/test-dgram-socket-buffer-size.js,b/68847921,
 parallel/test-dns-channel-timeout.js,b/161893056,
+parallel/test-dns-lookupService-promises.js,,
 parallel/test-fs-access.js,,Broken test
 parallel/test-http-writable-true-after-close.js,b/171301436,Flaky - Mismatched <anonymous> function calls. Expected exactly 1 actual 2
+parallel/test-https-selfsigned-no-keycertsign-no-crash.js,,
 parallel/test-os.js,b/63997097,
 parallel/test-process-uid-gid.js,,Does not work inside Docker with gid nobody
 pseudo-tty/test-assert-colors.js,b/162801321,
@@ -25,12 +29,12 @@ pseudo-tty/test-set-raw-mode-reset-process-exit.js,b/162801321,
 pseudo-tty/test-set-raw-mode-reset-signal.js,b/162801321,
 pseudo-tty/test-set-raw-mode-reset.js,b/162801321,
 pseudo-tty/test-stderr-stdout-handle-sigwinch.js,b/162801321,
+pseudo-tty/test-stdin-write.js,b/162801321,
 pseudo-tty/test-stdout-read.js,b/162801321,
 pseudo-tty/test-tty-color-support.js,b/162801321,
 pseudo-tty/test-tty-isatty.js,b/162801321,
 pseudo-tty/test-tty-stdin-call-end.js,b/162801321,
 pseudo-tty/test-tty-stdin-end.js,b/162801321,
-pseudo-tty/test-stdin-write.js,b/162801321,
 pseudo-tty/test-tty-stdout-end.js,b/162801321,
 pseudo-tty/test-tty-stdout-resize.js,b/162801321,
 pseudo-tty/test-tty-stream-constructors.js,b/162801321,
@@ -40,3 +44,5 @@ pummel/test-net-pingpong.js,,Broken test
 pummel/test-vm-memleak.js,b/162799436,
 pummel/test-watch-file.js,,Flaky test which was fixed in https://github.com/nodejs/node/commit/b0b52b2023f5cd0df4ae921850815586b4313dca. Unexclude when bumping nodejs version.
 tick-processor/test-tick-processor-builtin.js,,Broken test
+v8-updates/test-linux-perf.js,,
+wasi/test-wasi.js,,
diff --git a/test/runtimes/exclude/php7.3.6.csv b/test/runtimes/exclude/php8.1.1.csv
similarity index 56%
rename from test/runtimes/exclude/php7.3.6.csv
rename to test/runtimes/exclude/php8.1.1.csv
index 0f9d8dc7a..047ea31de 100644
--- a/test/runtimes/exclude/php7.3.6.csv
+++ b/test/runtimes/exclude/php8.1.1.csv
@@ -1,4 +1,5 @@
 test name,bug id,comment
+Zend/tests/concat_003.phpt,b/162896021,
 ext/intl/tests/bug77895.phpt,,
 ext/intl/tests/dateformat_bug65683_2.phpt,,
 ext/mbstring/tests/bug76319.phpt,,
@@ -8,12 +9,60 @@ ext/mbstring/tests/bug77165.phpt,,
 ext/mbstring/tests/bug77454.phpt,,
 ext/mbstring/tests/mb_convert_encoding_leak.phpt,,
 ext/mbstring/tests/mb_strrpos_encoding_3rd_param.phpt,,
+ext/opcache/tests/bug78014.phpt,,
+ext/opcache/tests/bug78175.phpt,,
+ext/opcache/tests/bug78175_2.phpt,,
+ext/opcache/tests/bug78376.phpt,,
+ext/opcache/tests/bug78937_1.phpt,,
+ext/opcache/tests/bug78937_2.phpt,,
+ext/opcache/tests/bug78937_3.phpt,,
+ext/opcache/tests/bug78937_4.phpt,,
+ext/opcache/tests/bug78937_5.phpt,,
+ext/opcache/tests/bug78937_6.phpt,,
+ext/opcache/tests/jit/bug80634.phpt,,
+ext/opcache/tests/jit/bug81256.phpt,,
+ext/opcache/tests/opt/verify_return_type.phpt,,
+ext/opcache/tests/preload_001.phpt,,
+ext/opcache/tests/preload_002.phpt,,
+ext/opcache/tests/preload_003.phpt,,
+ext/opcache/tests/preload_004.phpt,,
+ext/opcache/tests/preload_005.phpt,,
+ext/opcache/tests/preload_006.phpt,,
+ext/opcache/tests/preload_007.phpt,,
+ext/opcache/tests/preload_008.phpt,,
+ext/opcache/tests/preload_009.phpt,,
+ext/opcache/tests/preload_010.phpt,,
+ext/opcache/tests/preload_011.phpt,,
+ext/opcache/tests/preload_012.phpt,,
+ext/opcache/tests/preload_013.phpt,,
+ext/opcache/tests/preload_bug79114.phpt,,
+ext/opcache/tests/preload_class_alias.phpt,,
+ext/opcache/tests/preload_class_alias_2.phpt,,
+ext/opcache/tests/preload_dynamic_def_removal.phpt,,
+ext/opcache/tests/preload_dynamic_function.phpt,,
+ext/opcache/tests/preload_early_binding.phpt,,
+ext/opcache/tests/preload_enum.phpt,,
+ext/opcache/tests/preload_error_handler.phpt,,
+ext/opcache/tests/preload_ind.phpt,,
+ext/opcache/tests/preload_loadable_classes_1.phpt,,
+ext/opcache/tests/preload_loadable_classes_2.phpt,,
+ext/opcache/tests/preload_loadable_classes_3.phpt,,
+ext/opcache/tests/preload_method_static_vars.phpt,,
+ext/opcache/tests/preload_parse_error.phpt,,
+ext/opcache/tests/preload_prop_info_table.phpt,,
+ext/opcache/tests/preload_static_var_inheritance.phpt,,
+ext/opcache/tests/preload_trait_alias.phpt,,
+ext/opcache/tests/preload_trait_multiple_fixup.phpt,,
+ext/opcache/tests/preload_trait_static.phpt,,
+ext/opcache/tests/preload_unresolved_prop_type.phpt,,
+ext/openssl/tests/openssl_dh_compute_key.phpt,,
 ext/pcre/tests/cache_limit.phpt,,Broken test - Flaky
 ext/session/tests/session_module_name_variation4.phpt,,Flaky
 ext/session/tests/session_set_save_handler_class_018.phpt,,
 ext/session/tests/session_set_save_handler_iface_003.phpt,,
 ext/session/tests/session_set_save_handler_sid_001.phpt,,
 ext/session/tests/session_set_save_handler_variation4.phpt,,
+ext/standard/tests/file/bug69442.phpt,,
 ext/standard/tests/file/disk.phpt,https://bugs.php.net/bug.php?id=80018,
 ext/standard/tests/file/disk_free_space_basic.phpt,https://bugs.php.net/bug.php?id=80018,
 ext/standard/tests/file/disk_free_space_error.phpt,https://bugs.php.net/bug.php?id=80018,
@@ -43,4 +92,3 @@ tests/output/stream_isatty_in-out-err.phpt,,
 tests/output/stream_isatty_in-out.phpt,b/68720299,
 tests/output/stream_isatty_out-err.phpt,b/68720311,
 tests/output/stream_isatty_out.phpt,b/68720325,
-Zend/tests/concat_003.phpt,b/162896021,
diff --git a/test/runtimes/exclude/python3.7.3.csv b/test/runtimes/exclude/python3.10.2.csv
similarity index 100%
rename from test/runtimes/exclude/python3.7.3.csv
rename to test/runtimes/exclude/python3.10.2.csv
index e9fef03b7..d90552706 100644
--- a/test/runtimes/exclude/python3.7.3.csv
+++ b/test/runtimes/exclude/python3.10.2.csv
@@ -14,6 +14,6 @@ test_pty,b/162979921,
 test_readline,b/162980389,TestReadline hangs forever
 test_resource,b/76174079,
 test_selectors,b/76116849,OSError not raised with epoll
-test_smtplib,b/162980434,unclosed sockets
 test_signal,,Flaky - signal: alarm clock
+test_smtplib,b/162980434,unclosed sockets
 test_socket,b/75983380,