diff --git a/.gitignore b/.gitignore
index 08fbde6ce..da9d9d00b 100644
--- a/.gitignore
+++ b/.gitignore
@@ -26,3 +26,7 @@ _testmain.go
 *.pprof
 *.out
 *.log
+
+/bin
+cover.out
+cover.html
diff --git a/.travis.yml b/.travis.yml
index ada5ebdcc..635b5cd07 100644
--- a/.travis.yml
+++ b/.travis.yml
@@ -1,17 +1,13 @@
 language: go
 sudo: false
 go:
-  - 1.11.x
   - 1.12.x
+  - 1.13.x
 go_import_path: go.uber.org/zap
 env:
   global:
     - TEST_TIMEOUT_SCALE=10
-cache:
-  directories:
-    - vendor
-install:
-  - make dependencies
+    - GO111MODULE=on
 script:
   - make lint
   - make test
diff --git a/Makefile b/Makefile
index 2569970a2..42819f9a3 100644
--- a/Makefile
+++ b/Makefile
@@ -1,55 +1,43 @@
-export GO15VENDOREXPERIMENT=1
+export GOBIN ?= $(shell pwd)/bin
 
+GOLINT = $(GOBIN)/golint
 BENCH_FLAGS ?= -cpuprofile=cpu.pprof -memprofile=mem.pprof -benchmem
-PKGS ?= $(shell glide novendor)
+
+# Directories containing independent Go modules.
+#
+# We track coverage only for the main module.
+MODULE_DIRS = . ./benchmarks
+
 # Many Go tools take file globs or directories as arguments instead of packages.
-PKG_FILES ?= *.go zapcore benchmarks buffer zapgrpc zaptest zaptest/observer internal/bufferpool internal/exit internal/color internal/ztest
+GO_FILES := $(shell \
+	find . '(' -path '*/.*' -o -path './vendor' ')' -prune \
+	-o -name '*.go' -print | cut -b3-)
 
-# The linting tools evolve with each Go version, so run them only on the latest
-# stable release.
+# The linting tools evolve with each Go version, so run them only on the
+# latest stable release.
 GO_VERSION := $(shell go version | cut -d " " -f 3)
 GO_MINOR_VERSION := $(word 2,$(subst ., ,$(GO_VERSION)))
-LINTABLE_MINOR_VERSIONS := 12
+LINTABLE_MINOR_VERSIONS := 13
+
 ifneq ($(filter $(LINTABLE_MINOR_VERSIONS),$(GO_MINOR_VERSION)),)
 SHOULD_LINT := true
 endif
 
-
 .PHONY: all
 all: lint test
 
-.PHONY: dependencies
-dependencies:
-	@echo "Installing Glide and locked dependencies..."
-	glide --version || go get -u -f github.com/Masterminds/glide
-	glide install
-	@echo "Installing test dependencies..."
-	go install ./vendor/github.com/axw/gocov/gocov
-	go install ./vendor/github.com/mattn/goveralls
-ifdef SHOULD_LINT
-	@echo "Installing golint..."
-	go install ./vendor/golang.org/x/lint/golint
-else
-	@echo "Not installing golint, since we don't expect to lint on" $(GO_VERSION)
-endif
-
-# Disable printf-like invocation checking due to testify.assert.Error()
-VET_RULES := -printf=false
-
 .PHONY: lint
-lint:
+lint: $(GOLINT)
 ifdef SHOULD_LINT
 	@rm -rf lint.log
 	@echo "Checking formatting..."
-	@gofmt -d -s $(PKG_FILES) 2>&1 | tee lint.log
-	@echo "Installing test dependencies for vet..."
-	@go test -i $(PKGS)
+	@gofmt -d -s $(GO_FILES) 2>&1 | tee lint.log
 	@echo "Checking vet..."
-	@go vet $(VET_RULES) $(PKGS) 2>&1 | tee -a lint.log
+	@$(foreach dir,$(MODULE_DIRS),(cd $(dir) && go vet ./... 2>&1) &&) true | tee -a lint.log
 	@echo "Checking lint..."
-	@$(foreach dir,$(PKGS),golint $(dir) 2>&1 | tee -a lint.log;)
+	@$(foreach dir,$(MODULE_DIRS),(cd $(dir) && $(GOLINT) ./... 2>&1) &&) true | tee -a lint.log
 	@echo "Checking for unresolved FIXMEs..."
-	@git grep -i fixme | grep -v -e vendor -e Makefile | tee -a lint.log
+	@git grep -i fixme | grep -v -e Makefile | tee -a lint.log
 	@echo "Checking for license headers..."
 	@./checklicense.sh | tee -a lint.log
 	@[ ! -s lint.log ]
@@ -57,18 +45,25 @@ else
 	@echo "Skipping linters on" $(GO_VERSION)
 endif
 
+$(GOLINT):
+	go install golang.org/x/lint/golint
+
 .PHONY: test
 test:
-	go test -race $(PKGS)
+	@$(foreach dir,$(MODULE_DIRS),(cd $(dir) && go test -race ./...) &&) true
 
 .PHONY: cover
 cover:
-	./scripts/cover.sh $(PKGS)
+	go test -race -coverprofile=cover.out -coverpkg=./... ./...
+	go tool cover -html=cover.out -o cover.html
 
 .PHONY: bench
 BENCH ?= .
 bench:
-	@$(foreach pkg,$(PKGS),go test -bench=$(BENCH) -run="^$$" $(BENCH_FLAGS) $(pkg);)
+	@$(foreach dir,$(MODULE_DIRS), ( \
+		cd $(dir) && \
+		go list ./... | xargs -n1 go test -bench=$(BENCH) -run="^$$" $(BENCH_FLAGS) \
+	) &&) true
 
 .PHONY: updatereadme
 updatereadme:
diff --git a/scripts/cover.sh b/scripts/cover.sh
deleted file mode 100755
index 0da503cba..000000000
--- a/scripts/cover.sh
+++ /dev/null
@@ -1,12 +0,0 @@
-#!/usr/bin/env bash
-
-set -e
-echo "" > cover.out
-
-for d in $(go list $@); do
-    go test -race -coverprofile=profile.out $d
-    if [ -f profile.out ]; then
-        cat profile.out >> cover.out
-        rm profile.out
-    fi
-done
diff --git a/tools.go b/tools.go
new file mode 100644
index 000000000..2b6366bea
--- /dev/null
+++ b/tools.go
@@ -0,0 +1,28 @@
+// Copyright (c) 2019 Uber Technologies, Inc.
+//
+// Permission is hereby granted, free of charge, to any person obtaining a copy
+// of this software and associated documentation files (the "Software"), to deal
+// in the Software without restriction, including without limitation the rights
+// to use, copy, modify, merge, publish, distribute, sublicense, and/or sell
+// copies of the Software, and to permit persons to whom the Software is
+// furnished to do so, subject to the following conditions:
+//
+// The above copyright notice and this permission notice shall be included in
+// all copies or substantial portions of the Software.
+//
+// THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR
+// IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY,
+// FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE
+// AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER
+// LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM,
+// OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN
+// THE SOFTWARE.
+
+// +build tools
+
+package zap
+
+import (
+	// Tools we use during development.
+	_ "golang.org/x/lint/golint"
+)