diff --git a/daemon.go b/daemon.go
index ffa71bf..f0565ac 100644
--- a/daemon.go
+++ b/daemon.go
@@ -3,10 +3,11 @@ package process
 import (
 	"context"
 	"errors"
-	"fmt"
 	"os"
 	"sync"
 	"time"
+
+	coreerr "forge.lthn.ai/core/go-log"
 )
 
 // DaemonOptions configures daemon mode execution.
@@ -72,7 +73,7 @@ func (d *Daemon) Start() error {
 	defer d.mu.Unlock()
 
 	if d.running {
-		return errors.New("daemon already running")
+		return coreerr.E("Daemon.Start", "daemon already running", nil)
 	}
 
 	if d.pid != nil {
@@ -100,7 +101,7 @@ func (d *Daemon) Start() error {
 			entry.Health = d.health.Addr()
 		}
 		if err := d.opts.Registry.Register(entry); err != nil {
-			return fmt.Errorf("registry: %w", err)
+			return coreerr.E("Daemon.Start", "registry", err)
 		}
 	}
 
@@ -112,7 +113,7 @@ func (d *Daemon) Run(ctx context.Context) error {
 	d.mu.Lock()
 	if !d.running {
 		d.mu.Unlock()
-		return errors.New("daemon not started - call Start() first")
+		return coreerr.E("Daemon.Run", "daemon not started - call Start() first", nil)
 	}
 	d.mu.Unlock()
 
@@ -138,13 +139,13 @@ func (d *Daemon) Stop() error {
 	if d.health != nil {
 		d.health.SetReady(false)
 		if err := d.health.Stop(shutdownCtx); err != nil {
-			errs = append(errs, fmt.Errorf("health server: %w", err))
+			errs = append(errs, coreerr.E("Daemon.Stop", "health server", err))
 		}
 	}
 
 	if d.pid != nil {
 		if err := d.pid.Release(); err != nil && !os.IsNotExist(err) {
-			errs = append(errs, fmt.Errorf("pid file: %w", err))
+			errs = append(errs, coreerr.E("Daemon.Stop", "pid file", err))
 		}
 	}
 
diff --git a/exec/exec.go b/exec/exec.go
index 21978a9..ae875a0 100644
--- a/exec/exec.go
+++ b/exec/exec.go
@@ -8,6 +8,8 @@ import (
 	"os"
 	"os/exec"
 	"strings"
+
+	coreerr "forge.lthn.ai/core/go-log"
 )
 
 // Options configuration for command execution
@@ -147,7 +149,7 @@ func RunQuiet(ctx context.Context, name string, args ...string) error {
 	cmd := Command(ctx, name, args...).WithStderr(&stderr)
 	if err := cmd.Run(); err != nil {
 		// Include stderr in error message
-		return fmt.Errorf("%w: %s", err, strings.TrimSpace(stderr.String()))
+		return coreerr.E("RunQuiet", strings.TrimSpace(stderr.String()), err)
 	}
 	return nil
 }
@@ -155,9 +157,9 @@ func RunQuiet(ctx context.Context, name string, args ...string) error {
 func wrapError(err error, name string, args []string) error {
 	cmdStr := name + " " + strings.Join(args, " ")
 	if exitErr, ok := err.(*exec.ExitError); ok {
-		return fmt.Errorf("command %q failed with exit code %d: %w", cmdStr, exitErr.ExitCode(), err)
+		return coreerr.E("wrapError", fmt.Sprintf("command %q failed with exit code %d", cmdStr, exitErr.ExitCode()), err)
 	}
-	return fmt.Errorf("failed to execute %q: %w", cmdStr, err)
+	return coreerr.E("wrapError", fmt.Sprintf("failed to execute %q", cmdStr), err)
 }
 
 func (c *Cmd) getLogger() Logger {
diff --git a/global_test.go b/global_test.go
index 5aa99e0..eb334fb 100644
--- a/global_test.go
+++ b/global_test.go
@@ -65,10 +65,9 @@ func TestGlobal_SetDefault(t *testing.T) {
 		assert.Equal(t, svc, Default())
 	})
 
-	t.Run("panics on nil", func(t *testing.T) {
-		assert.Panics(t, func() {
-			SetDefault(nil)
-		})
+	t.Run("errors on nil", func(t *testing.T) {
+		err := SetDefault(nil)
+		assert.Error(t, err)
 	})
 }
 
diff --git a/go.mod b/go.mod
index a9d105b..d9ceace 100644
--- a/go.mod
+++ b/go.mod
@@ -3,19 +3,21 @@ module forge.lthn.ai/core/go-process
 go 1.26.0
 
 require (
-	forge.lthn.ai/core/api v0.1.0
-	forge.lthn.ai/core/go v0.3.0
-	forge.lthn.ai/core/go-ws v0.1.3
+	forge.lthn.ai/core/api v0.1.3
+	forge.lthn.ai/core/go v0.3.1
+	forge.lthn.ai/core/go-io v0.1.5
+	forge.lthn.ai/core/go-log v0.0.4
+	forge.lthn.ai/core/go-ws v0.2.2
 	github.com/gin-gonic/gin v1.12.0
 	github.com/stretchr/testify v1.11.1
 )
 
 require (
-	github.com/99designs/gqlgen v0.17.87 // indirect
+	github.com/99designs/gqlgen v0.17.88 // indirect
 	github.com/KyleBanks/depth v1.2.1 // indirect
 	github.com/agnivade/levenshtein v1.2.1 // indirect
 	github.com/andybalholm/brotli v1.2.0 // indirect
-	github.com/bmatcuk/doublestar/v4 v4.9.1 // indirect
+	github.com/bmatcuk/doublestar/v4 v4.10.0 // indirect
 	github.com/bytedance/gopkg v0.1.3 // indirect
 	github.com/bytedance/sonic v1.15.0 // indirect
 	github.com/bytedance/sonic/loader v0.5.0 // indirect
@@ -43,21 +45,21 @@ require (
 	github.com/go-jose/go-jose/v4 v4.1.3 // indirect
 	github.com/go-logr/logr v1.4.3 // indirect
 	github.com/go-logr/stdr v1.2.2 // indirect
-	github.com/go-openapi/jsonpointer v0.22.4 // indirect
-	github.com/go-openapi/jsonreference v0.21.2 // indirect
-	github.com/go-openapi/spec v0.22.0 // indirect
-	github.com/go-openapi/swag/conv v0.25.1 // indirect
-	github.com/go-openapi/swag/jsonname v0.25.4 // indirect
-	github.com/go-openapi/swag/jsonutils v0.25.1 // indirect
-	github.com/go-openapi/swag/loading v0.25.1 // indirect
-	github.com/go-openapi/swag/stringutils v0.25.1 // indirect
-	github.com/go-openapi/swag/typeutils v0.25.1 // indirect
-	github.com/go-openapi/swag/yamlutils v0.25.1 // indirect
+	github.com/go-openapi/jsonpointer v0.22.5 // indirect
+	github.com/go-openapi/jsonreference v0.21.5 // indirect
+	github.com/go-openapi/spec v0.22.4 // indirect
+	github.com/go-openapi/swag/conv v0.25.5 // indirect
+	github.com/go-openapi/swag/jsonname v0.25.5 // indirect
+	github.com/go-openapi/swag/jsonutils v0.25.5 // indirect
+	github.com/go-openapi/swag/loading v0.25.5 // indirect
+	github.com/go-openapi/swag/stringutils v0.25.5 // indirect
+	github.com/go-openapi/swag/typeutils v0.25.5 // indirect
+	github.com/go-openapi/swag/yamlutils v0.25.5 // indirect
 	github.com/go-playground/locales v0.14.1 // indirect
 	github.com/go-playground/universal-translator v0.18.1 // indirect
 	github.com/go-playground/validator/v10 v10.30.1 // indirect
 	github.com/go-viper/mapstructure/v2 v2.5.0 // indirect
-	github.com/goccy/go-json v0.10.5 // indirect
+	github.com/goccy/go-json v0.10.6 // indirect
 	github.com/goccy/go-yaml v1.19.2 // indirect
 	github.com/google/uuid v1.6.0 // indirect
 	github.com/gorilla/context v1.1.2 // indirect
@@ -76,7 +78,7 @@ require (
 	github.com/quic-go/qpack v0.6.0 // indirect
 	github.com/quic-go/quic-go v0.59.0 // indirect
 	github.com/redis/go-redis/v9 v9.18.0 // indirect
-	github.com/sosodev/duration v1.3.1 // indirect
+	github.com/sosodev/duration v1.4.0 // indirect
 	github.com/swaggo/files v1.0.1 // indirect
 	github.com/swaggo/gin-swagger v1.6.1 // indirect
 	github.com/swaggo/swag v1.16.6 // indirect
@@ -85,22 +87,22 @@ require (
 	github.com/vektah/gqlparser/v2 v2.5.32 // indirect
 	go.mongodb.org/mongo-driver/v2 v2.5.0 // indirect
 	go.opentelemetry.io/auto/sdk v1.2.1 // indirect
-	go.opentelemetry.io/contrib/instrumentation/github.com/gin-gonic/gin/otelgin v0.65.0 // indirect
-	go.opentelemetry.io/otel v1.40.0 // indirect
-	go.opentelemetry.io/otel/metric v1.40.0 // indirect
-	go.opentelemetry.io/otel/sdk v1.40.0 // indirect
-	go.opentelemetry.io/otel/trace v1.40.0 // indirect
+	go.opentelemetry.io/contrib/instrumentation/github.com/gin-gonic/gin/otelgin v0.67.0 // indirect
+	go.opentelemetry.io/otel v1.42.0 // indirect
+	go.opentelemetry.io/otel/metric v1.42.0 // indirect
+	go.opentelemetry.io/otel/sdk v1.42.0 // indirect
+	go.opentelemetry.io/otel/trace v1.42.0 // indirect
 	go.uber.org/atomic v1.11.0 // indirect
 	go.yaml.in/yaml/v3 v3.0.4 // indirect
-	golang.org/x/arch v0.23.0 // indirect
-	golang.org/x/crypto v0.48.0 // indirect
-	golang.org/x/mod v0.33.0 // indirect
-	golang.org/x/net v0.51.0 // indirect
-	golang.org/x/oauth2 v0.35.0 // indirect
-	golang.org/x/sync v0.19.0 // indirect
-	golang.org/x/sys v0.41.0 // indirect
-	golang.org/x/text v0.34.0 // indirect
-	golang.org/x/tools v0.42.0 // indirect
+	golang.org/x/arch v0.25.0 // indirect
+	golang.org/x/crypto v0.49.0 // indirect
+	golang.org/x/mod v0.34.0 // indirect
+	golang.org/x/net v0.52.0 // indirect
+	golang.org/x/oauth2 v0.36.0 // indirect
+	golang.org/x/sync v0.20.0 // indirect
+	golang.org/x/sys v0.42.0 // indirect
+	golang.org/x/text v0.35.0 // indirect
+	golang.org/x/tools v0.43.0 // indirect
 	google.golang.org/protobuf v1.36.11 // indirect
 	gopkg.in/yaml.v3 v3.0.1 // indirect
 )
diff --git a/go.sum b/go.sum
index 82fb176..7c4b511 100644
--- a/go.sum
+++ b/go.sum
@@ -1,11 +1,15 @@
-forge.lthn.ai/core/api v0.1.0 h1:ZKnQx+L9vxLQSEjwpsD1eNcIQrE4YKV1c2AlMtseM6o=
-forge.lthn.ai/core/api v0.1.0/go.mod h1:c86Lk9AmaS0xbiRCEG/+du8s9KyYNHnp8RED35gR/Fo=
-forge.lthn.ai/core/go v0.3.0 h1:mOG97ApMprwx9Ked62FdWVwXTGSF6JO6m0DrVpoH2Q4=
-forge.lthn.ai/core/go v0.3.0/go.mod h1:gE6c8h+PJ2287qNhVUJ5SOe1kopEwHEquvinstpuyJc=
-forge.lthn.ai/core/go-ws v0.1.3 h1:TzqFpEcDYcZUFFmrTznfEuVcVdnp2jsRNwAGHeTyXN0=
-forge.lthn.ai/core/go-ws v0.1.3/go.mod h1:iDbJuR1NT27czjtNIluxnEdLrnfsYQdEBIrsoZnpkCk=
-github.com/99designs/gqlgen v0.17.87 h1:pSnCIMhBQezAE8bc1GNmfdLXFmnWtWl1GRDFEE/nHP8=
-github.com/99designs/gqlgen v0.17.87/go.mod h1:fK05f1RqSNfQpd4CfW5qk/810Tqi4/56Wf6Nem0khAg=
+forge.lthn.ai/core/api v0.1.3 h1:iYmNP6zK5SiNRunYEsXPvjppTh3bQADkMyoCC8lEs48=
+forge.lthn.ai/core/api v0.1.3/go.mod h1:dBOZc6DS0HdnTfCJZ8FkZxWJio2cIf0d1UrCAlDanrA=
+forge.lthn.ai/core/go v0.3.1 h1:5FMTsUhLcxSr07F9q3uG0Goy4zq4eLivoqi8shSY4UM=
+forge.lthn.ai/core/go v0.3.1/go.mod h1:gE6c8h+PJ2287qNhVUJ5SOe1kopEwHEquvinstpuyJc=
+forge.lthn.ai/core/go-io v0.1.5 h1:+XJ1YhaGGFLGtcNbPtVlndTjk+pO0Ydi2hRDj5/cHOM=
+forge.lthn.ai/core/go-io v0.1.5/go.mod h1:FRtXSsi8W+U9vewCU+LBAqqbIj3wjXA4dBdSv3SAtWI=
+forge.lthn.ai/core/go-log v0.0.4 h1:KTuCEPgFmuM8KJfnyQ8vPOU1Jg654W74h8IJvfQMfv0=
+forge.lthn.ai/core/go-log v0.0.4/go.mod h1:r14MXKOD3LF/sI8XUJQhRk/SZHBE7jAFVuCfgkXoZPw=
+forge.lthn.ai/core/go-ws v0.2.2 h1:hXhIJaTy7w/VxfIymeeHSHAN33YcvtITtfFcZ0DWL40=
+forge.lthn.ai/core/go-ws v0.2.2/go.mod h1:+AwN/Am6KWZUDtY/RZaHjf51BwvSrwSHWIGiOrjSrV0=
+github.com/99designs/gqlgen v0.17.88 h1:neMQDgehMwT1vYIOx/w5ZYPUU/iMNAJzRO44I5Intoc=
+github.com/99designs/gqlgen v0.17.88/go.mod h1:qeqYFEgOeSKqWedOjogPizimp2iu4E23bdPvl4jTYic=
 github.com/KyleBanks/depth v1.2.1 h1:5h8fQADFrWtarTdtDudMmGsC7GPbOAu6RVB3ffsVFHc=
 github.com/KyleBanks/depth v1.2.1/go.mod h1:jzSb9d0L43HxTQfT+oSA1EEp2q+ne2uh6XgeJcm8brE=
 github.com/PuerkitoBio/goquery v1.11.0 h1:jZ7pwMQXIITcUXNH83LLk+txlaEy6NVOfTuP43xxfqw=
@@ -21,8 +25,8 @@ github.com/andybalholm/cascadia v1.3.3/go.mod h1:xNd9bqTn98Ln4DwST8/nG+H0yuB8Hmg
 github.com/arbovm/levenshtein v0.0.0-20160628152529-48b4e1c0c4d0 h1:jfIu9sQUG6Ig+0+Ap1h4unLjW6YQJpKZVmUzxsD4E/Q=
 github.com/arbovm/levenshtein v0.0.0-20160628152529-48b4e1c0c4d0/go.mod h1:t2tdKJDJF9BV14lnkjHmOQgcvEKgtqs5a1N3LNdJhGE=
 github.com/bmatcuk/doublestar/v4 v4.6.1/go.mod h1:xBQ8jztBU6kakFMg+8WGxn0c6z1fTSPVIjEY1Wr7jzc=
-github.com/bmatcuk/doublestar/v4 v4.9.1 h1:X8jg9rRZmJd4yRy7ZeNDRnM+T3ZfHv15JiBJ/avrEXE=
-github.com/bmatcuk/doublestar/v4 v4.9.1/go.mod h1:xBQ8jztBU6kakFMg+8WGxn0c6z1fTSPVIjEY1Wr7jzc=
+github.com/bmatcuk/doublestar/v4 v4.10.0 h1:zU9WiOla1YA122oLM6i4EXvGW62DvKZVxIe6TYWexEs=
+github.com/bmatcuk/doublestar/v4 v4.10.0/go.mod h1:xBQ8jztBU6kakFMg+8WGxn0c6z1fTSPVIjEY1Wr7jzc=
 github.com/bsm/ginkgo/v2 v2.12.0 h1:Ny8MWAHyOepLGlLKYmXG4IEkioBysk6GpaRTLC8zwWs=
 github.com/bsm/ginkgo/v2 v2.12.0/go.mod h1:SwYbGRRDovPVboqFv0tPTcG1sN61LM1Z4ARdbAV9g4c=
 github.com/bsm/gomega v1.27.10 h1:yeMWxP2pV2fG3FgAODIY8EiRE3dy0aeFYt4l7wh6yKA=
@@ -89,31 +93,33 @@ github.com/go-logr/logr v1.4.3 h1:CjnDlHq8ikf6E492q6eKboGOC0T8CDaOvkHCIg8idEI=
 github.com/go-logr/logr v1.4.3/go.mod h1:9T104GzyrTigFIr8wt5mBrctHMim0Nb2HLGrmQ40KvY=
 github.com/go-logr/stdr v1.2.2 h1:hSWxHoqTgW2S2qGc0LTAI563KZ5YKYRhT3MFKZMbjag=
 github.com/go-logr/stdr v1.2.2/go.mod h1:mMo/vtBO5dYbehREoey6XUKy/eSumjCCveDpRre4VKE=
-github.com/go-openapi/jsonpointer v0.22.4 h1:dZtK82WlNpVLDW2jlA1YCiVJFVqkED1MegOUy9kR5T4=
-github.com/go-openapi/jsonpointer v0.22.4/go.mod h1:elX9+UgznpFhgBuaMQ7iu4lvvX1nvNsesQ3oxmYTw80=
-github.com/go-openapi/jsonreference v0.21.2 h1:Wxjda4M/BBQllegefXrY/9aq1fxBA8sI5M/lFU6tSWU=
-github.com/go-openapi/jsonreference v0.21.2/go.mod h1:pp3PEjIsJ9CZDGCNOyXIQxsNuroxm8FAJ/+quA0yKzQ=
-github.com/go-openapi/spec v0.22.0 h1:xT/EsX4frL3U09QviRIZXvkh80yibxQmtoEvyqug0Tw=
-github.com/go-openapi/spec v0.22.0/go.mod h1:K0FhKxkez8YNS94XzF8YKEMULbFrRw4m15i2YUht4L0=
+github.com/go-openapi/jsonpointer v0.22.5 h1:8on/0Yp4uTb9f4XvTrM2+1CPrV05QPZXu+rvu2o9jcA=
+github.com/go-openapi/jsonpointer v0.22.5/go.mod h1:gyUR3sCvGSWchA2sUBJGluYMbe1zazrYWIkWPjjMUY0=
+github.com/go-openapi/jsonreference v0.21.5 h1:6uCGVXU/aNF13AQNggxfysJ+5ZcU4nEAe+pJyVWRdiE=
+github.com/go-openapi/jsonreference v0.21.5/go.mod h1:u25Bw85sX4E2jzFodh1FOKMTZLcfifd1Q+iKKOUxExw=
+github.com/go-openapi/spec v0.22.4 h1:4pxGjipMKu0FzFiu/DPwN3CTBRlVM2yLf/YTWorYfDQ=
+github.com/go-openapi/spec v0.22.4/go.mod h1:WQ6Ai0VPWMZgMT4XySjlRIE6GP1bGQOtEThn3gcWLtQ=
 github.com/go-openapi/swag v0.19.15 h1:D2NRCBzS9/pEY3gP9Nl8aDqGUcPFrwG2p+CNFrLyrCM=
-github.com/go-openapi/swag/conv v0.25.1 h1:+9o8YUg6QuqqBM5X6rYL/p1dpWeZRhoIt9x7CCP+he0=
-github.com/go-openapi/swag/conv v0.25.1/go.mod h1:Z1mFEGPfyIKPu0806khI3zF+/EUXde+fdeksUl2NiDs=
-github.com/go-openapi/swag/jsonname v0.25.4 h1:bZH0+MsS03MbnwBXYhuTttMOqk+5KcQ9869Vye1bNHI=
-github.com/go-openapi/swag/jsonname v0.25.4/go.mod h1:GPVEk9CWVhNvWhZgrnvRA6utbAltopbKwDu8mXNUMag=
-github.com/go-openapi/swag/jsonutils v0.25.1 h1:AihLHaD0brrkJoMqEZOBNzTLnk81Kg9cWr+SPtxtgl8=
-github.com/go-openapi/swag/jsonutils v0.25.1/go.mod h1:JpEkAjxQXpiaHmRO04N1zE4qbUEg3b7Udll7AMGTNOo=
-github.com/go-openapi/swag/jsonutils/fixtures_test v0.25.1 h1:DSQGcdB6G0N9c/KhtpYc71PzzGEIc/fZ1no35x4/XBY=
-github.com/go-openapi/swag/jsonutils/fixtures_test v0.25.1/go.mod h1:kjmweouyPwRUEYMSrbAidoLMGeJ5p6zdHi9BgZiqmsg=
-github.com/go-openapi/swag/loading v0.25.1 h1:6OruqzjWoJyanZOim58iG2vj934TysYVptyaoXS24kw=
-github.com/go-openapi/swag/loading v0.25.1/go.mod h1:xoIe2EG32NOYYbqxvXgPzne989bWvSNoWoyQVWEZicc=
-github.com/go-openapi/swag/stringutils v0.25.1 h1:Xasqgjvk30eUe8VKdmyzKtjkVjeiXx1Iz0zDfMNpPbw=
-github.com/go-openapi/swag/stringutils v0.25.1/go.mod h1:JLdSAq5169HaiDUbTvArA2yQxmgn4D6h4A+4HqVvAYg=
-github.com/go-openapi/swag/typeutils v0.25.1 h1:rD/9HsEQieewNt6/k+JBwkxuAHktFtH3I3ysiFZqukA=
-github.com/go-openapi/swag/typeutils v0.25.1/go.mod h1:9McMC/oCdS4BKwk2shEB7x17P6HmMmA6dQRtAkSnNb8=
-github.com/go-openapi/swag/yamlutils v0.25.1 h1:mry5ez8joJwzvMbaTGLhw8pXUnhDK91oSJLDPF1bmGk=
-github.com/go-openapi/swag/yamlutils v0.25.1/go.mod h1:cm9ywbzncy3y6uPm/97ysW8+wZ09qsks+9RS8fLWKqg=
-github.com/go-openapi/testify/v2 v2.0.2 h1:X999g3jeLcoY8qctY/c/Z8iBHTbwLz7R2WXd6Ub6wls=
-github.com/go-openapi/testify/v2 v2.0.2/go.mod h1:HCPmvFFnheKK2BuwSA0TbbdxJ3I16pjwMkYkP4Ywn54=
+github.com/go-openapi/swag/conv v0.25.5 h1:wAXBYEXJjoKwE5+vc9YHhpQOFj2JYBMF2DUi+tGu97g=
+github.com/go-openapi/swag/conv v0.25.5/go.mod h1:CuJ1eWvh1c4ORKx7unQnFGyvBbNlRKbnRyAvDvzWA4k=
+github.com/go-openapi/swag/jsonname v0.25.5 h1:8p150i44rv/Drip4vWI3kGi9+4W9TdI3US3uUYSFhSo=
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 github.com/go-playground/locales v0.14.1 h1:EWaQ/wswjilfKLTECiXz7Rh+3BjFhfDFKv/oXslEjJA=
@@ -124,8 +130,8 @@ github.com/go-playground/validator/v10 v10.30.1 h1:f3zDSN/zOma+w6+1Wswgd9fLkdwy0
 github.com/go-playground/validator/v10 v10.30.1/go.mod h1:oSuBIQzuJxL//3MelwSLD5hc2Tu889bF0Idm9Dg26cM=
 github.com/go-viper/mapstructure/v2 v2.5.0 h1:vM5IJoUAy3d7zRSVtIwQgBj7BiWtMPfmPEgAXnvj1Ro=
 github.com/go-viper/mapstructure/v2 v2.5.0/go.mod h1:oJDH3BJKyqBA2TXFhDsKDGDTlndYOZ6rGS0BRZIxGhM=
-github.com/goccy/go-json v0.10.5 h1:Fq85nIqj+gXn/S5ahsiTlK3TmC85qgirsdTP/+DeaC4=
-github.com/goccy/go-json v0.10.5/go.mod h1:oq7eo15ShAhp70Anwd5lgX2pLfOS3QCiwU/PULtXL6M=
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 github.com/goccy/go-yaml v1.19.2 h1:PmFC1S6h8ljIz6gMRBopkjP1TVT7xuwrButHID66PoM=
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 github.com/golang/mock v1.4.4 h1:l75CXGRSwbaYNpl/Z2X1XIIAMSCquvXgpVZDhwEIJsc=
@@ -179,8 +185,8 @@ github.com/rogpeppe/go-internal v1.14.1 h1:UQB4HGPB6osV0SQTLymcB4TgvyWu6ZyliaW0t
 github.com/rogpeppe/go-internal v1.14.1/go.mod h1:MaRKkUm5W0goXpeCfT7UZI6fk/L7L7so1lCWt35ZSgc=
 github.com/sergi/go-diff v1.4.0 h1:n/SP9D5ad1fORl+llWyN+D6qoUETXNZARKjyY2/KVCw=
 github.com/sergi/go-diff v1.4.0/go.mod h1:A0bzQcvG0E7Rwjx0REVgAGH58e96+X0MeOfepqsbeW4=
-github.com/sosodev/duration v1.3.1 h1:qtHBDMQ6lvMQsL15g4aopM4HEfOaYuhWBw3NPTtlqq4=
-github.com/sosodev/duration v1.3.1/go.mod h1:RQIBBX0+fMLc/D9+Jb/fwvVmo0eZvDDEERAikUR6SDg=
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 github.com/stretchr/objx v0.1.0/go.mod h1:HFkY916IF+rwdDfMAkV7OtwuqBVzrE8GR6GFx+wExME=
 github.com/stretchr/objx v0.4.0/go.mod h1:YvHI0jy2hoMjB+UWwv71VJQ9isScKT/TqJzVSSt89Yw=
 github.com/stretchr/objx v0.5.0/go.mod h1:Yh+to48EsGEfYuaHDzXPcE3xhTkx73EhmCGUpEOglKo=
@@ -213,22 +219,22 @@ go.mongodb.org/mongo-driver/v2 v2.5.0 h1:yXUhImUjjAInNcpTcAlPHiT7bIXhshCTL3jVBkF
 go.mongodb.org/mongo-driver/v2 v2.5.0/go.mod h1:yOI9kBsufol30iFsl1slpdq1I0eHPzybRWdyYUs8K/0=
 go.opentelemetry.io/auto/sdk v1.2.1 h1:jXsnJ4Lmnqd11kwkBV2LgLoFMZKizbCi5fNZ/ipaZ64=
 go.opentelemetry.io/auto/sdk v1.2.1/go.mod h1:KRTj+aOaElaLi+wW1kO/DZRXwkF4C5xPbEe3ZiIhN7Y=
-go.opentelemetry.io/contrib/instrumentation/github.com/gin-gonic/gin/otelgin v0.65.0 h1:LSJsvNqhj2sBNFb5NWHbyDK4QJ/skQ2ydjeOZ9OYNZ4=
-go.opentelemetry.io/contrib/instrumentation/github.com/gin-gonic/gin/otelgin v0.65.0/go.mod h1:0Q5ocj6h/+C6KYq8cnl4tDFVd4I1HBdsJ440aeagHos=
-go.opentelemetry.io/contrib/propagators/b3 v1.40.0 h1:xariChe8OOVF3rNlfzGFgQc61npQmXhzZj/i82mxMfg=
-go.opentelemetry.io/contrib/propagators/b3 v1.40.0/go.mod h1:72WvbdxbOfXaELEQfonFfOL6osvcVjI7uJEE8C2nkrs=
-go.opentelemetry.io/otel v1.40.0 h1:oA5YeOcpRTXq6NN7frwmwFR0Cn3RhTVZvXsP4duvCms=
-go.opentelemetry.io/otel v1.40.0/go.mod h1:IMb+uXZUKkMXdPddhwAHm6UfOwJyh4ct1ybIlV14J0g=
-go.opentelemetry.io/otel/exporters/stdout/stdouttrace v1.40.0 h1:MzfofMZN8ulNqobCmCAVbqVL5syHw+eB2qPRkCMA/fQ=
-go.opentelemetry.io/otel/exporters/stdout/stdouttrace v1.40.0/go.mod h1:E73G9UFtKRXrxhBsHtG00TB5WxX57lpsQzogDkqBTz8=
-go.opentelemetry.io/otel/metric v1.40.0 h1:rcZe317KPftE2rstWIBitCdVp89A2HqjkxR3c11+p9g=
-go.opentelemetry.io/otel/metric v1.40.0/go.mod h1:ib/crwQH7N3r5kfiBZQbwrTge743UDc7DTFVZrrXnqc=
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-go.opentelemetry.io/otel/trace v1.40.0/go.mod h1:zeAhriXecNGP/s2SEG3+Y8X9ujcJOTqQ5RgdEJcawiA=
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+go.opentelemetry.io/otel/metric v1.42.0 h1:2jXG+3oZLNXEPfNmnpxKDeZsFI5o4J+nz6xUlaFdF/4=
+go.opentelemetry.io/otel/metric v1.42.0/go.mod h1:RlUN/7vTU7Ao/diDkEpQpnz3/92J9ko05BIwxYa2SSI=
+go.opentelemetry.io/otel/sdk v1.42.0 h1:LyC8+jqk6UJwdrI/8VydAq/hvkFKNHZVIWuslJXYsDo=
+go.opentelemetry.io/otel/sdk v1.42.0/go.mod h1:rGHCAxd9DAph0joO4W6OPwxjNTYWghRWmkHuGbayMts=
+go.opentelemetry.io/otel/sdk/metric v1.42.0 h1:D/1QR46Clz6ajyZ3G8SgNlTJKBdGp84q9RKCAZ3YGuA=
+go.opentelemetry.io/otel/sdk/metric v1.42.0/go.mod h1:Ua6AAlDKdZ7tdvaQKfSmnFTdHx37+J4ba8MwVCYM5hc=
+go.opentelemetry.io/otel/trace v1.42.0 h1:OUCgIPt+mzOnaUTpOQcBiM/PLQ/Op7oq6g4LenLmOYY=
+go.opentelemetry.io/otel/trace v1.42.0/go.mod h1:f3K9S+IFqnumBkKhRJMeaZeNk9epyhnCmQh/EysQCdc=
 go.uber.org/atomic v1.11.0 h1:ZvwS0R+56ePWxUNi+Atn9dWONBPp/AUETXlHW0DxSjE=
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 go.uber.org/goleak v1.3.0 h1:2K3zAYmnTNqV73imy9J1T3WC+gmCePx2hEGkimedGto=
@@ -237,28 +243,28 @@ go.uber.org/mock v0.6.0 h1:hyF9dfmbgIX5EfOdasqLsWD6xqpNZlXblLB/Dbnwv3Y=
 go.uber.org/mock v0.6.0/go.mod h1:KiVJ4BqZJaMj4svdfmHM0AUx4NJYO8ZNpPnZn1Z+BBU=
 go.yaml.in/yaml/v3 v3.0.4 h1:tfq32ie2Jv2UxXFdLJdh3jXuOzWiL1fo0bu/FbuKpbc=
 go.yaml.in/yaml/v3 v3.0.4/go.mod h1:DhzuOOF2ATzADvBadXxruRBLzYTpT36CKvDb3+aBEFg=
-golang.org/x/arch v0.23.0 h1:lKF64A2jF6Zd8L0knGltUnegD62JMFBiCPBmQpToHhg=
-golang.org/x/arch v0.23.0/go.mod h1:dNHoOeKiyja7GTvF9NJS1l3Z2yntpQNzgrjh1cU103A=
+golang.org/x/arch v0.25.0 h1:qnk6Ksugpi5Bz32947rkUgDt9/s5qvqDPl/gBKdMJLE=
+golang.org/x/arch v0.25.0/go.mod h1:0X+GdSIP+kL5wPmpK7sdkEVTt2XoYP0cSjQSbZBwOi8=
 golang.org/x/crypto v0.0.0-20190308221718-c2843e01d9a2/go.mod h1:djNgcEr1/C05ACkg1iLfiJU5Ep61QUkGW8qpdssI0+w=
 golang.org/x/crypto v0.0.0-20210921155107-089bfa567519/go.mod h1:GvvjBRRGRdwPK5ydBHafDWAxML/pGHZbMvKqRZ5+Abc=
-golang.org/x/crypto v0.48.0 h1:/VRzVqiRSggnhY7gNRxPauEQ5Drw9haKdM0jqfcCFts=
-golang.org/x/crypto v0.48.0/go.mod h1:r0kV5h3qnFPlQnBSrULhlsRfryS2pmewsg+XfMgkVos=
+golang.org/x/crypto v0.49.0 h1:+Ng2ULVvLHnJ/ZFEq4KdcDd/cfjrrjjNSXNzxg0Y4U4=
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-golang.org/x/net v0.51.0 h1:94R/GTO7mt3/4wIKpcR5gkGmRLOuE/2hNGeWq/GBIFo=
-golang.org/x/net v0.51.0/go.mod h1:aamm+2QF5ogm02fjy5Bb7CQ0WMt1/WVM7FtyaTLlA9Y=
-golang.org/x/oauth2 v0.35.0 h1:Mv2mzuHuZuY2+bkyWXIHMfhNdJAdwW3FuWeCPYN5GVQ=
-golang.org/x/oauth2 v0.35.0/go.mod h1:lzm5WQJQwKZ3nwavOZ3IS5Aulzxi68dUSgRHujetwEA=
+golang.org/x/net v0.52.0 h1:He/TN1l0e4mmR3QqHMT2Xab3Aj3L9qjbhRm78/6jrW0=
+golang.org/x/net v0.52.0/go.mod h1:R1MAz7uMZxVMualyPXb+VaqGSa3LIaUqk0eEt3w36Sw=
+golang.org/x/oauth2 v0.36.0 h1:peZ/1z27fi9hUOFCAZaHyrpWG5lwe0RJEEEeH0ThlIs=
+golang.org/x/oauth2 v0.36.0/go.mod h1:YDBUJMTkDnJS+A4BP4eZBjCqtokkg1hODuPjwiGPO7Q=
 golang.org/x/sync v0.0.0-20190423024810-112230192c58/go.mod h1:RxMgew5VJxzue5/jJTE5uejpjVlOe/izrB70Jof72aM=
 golang.org/x/sync v0.0.0-20220722155255-886fb9371eb4/go.mod h1:RxMgew5VJxzue5/jJTE5uejpjVlOe/izrB70Jof72aM=
-golang.org/x/sync v0.19.0 h1:vV+1eWNmZ5geRlYjzm2adRgW2/mcpevXNg50YZtPCE4=
-golang.org/x/sync v0.19.0/go.mod h1:9KTHXmSnoGruLpwFjVSX0lNNA75CykiMECbovNTZqGI=
+golang.org/x/sync v0.20.0 h1:e0PTpb7pjO8GAtTs2dQ6jYa5BWYlMuX047Dco/pItO4=
+golang.org/x/sync v0.20.0/go.mod h1:9xrNwdLfx4jkKbNva9FpL6vEN7evnE43NNNJQ2LF3+0=
 golang.org/x/sys v0.0.0-20190215142949-d0b11bdaac8a/go.mod h1:STP8DvDyc/dI5b8T5hshtkjS+E42TnysNCUPdjciGhY=
 golang.org/x/sys v0.0.0-20201119102817-f84b799fce68/go.mod h1:h1NjWce9XRLGQEsW7wpKNCjG9DtNlClVuFLEZdDNbEs=
 golang.org/x/sys v0.0.0-20210615035016-665e8c7367d1/go.mod h1:oPkhp1MJrh7nUepCBck5+mAzfO9JrbApNNgaTdGDITg=
@@ -266,8 +272,8 @@ golang.org/x/sys v0.0.0-20220520151302-bc2c85ada10a/go.mod h1:oPkhp1MJrh7nUepCBc
 golang.org/x/sys v0.0.0-20220722155257-8c9f86f7a55f/go.mod h1:oPkhp1MJrh7nUepCBck5+mAzfO9JrbApNNgaTdGDITg=
 golang.org/x/sys v0.5.0/go.mod h1:oPkhp1MJrh7nUepCBck5+mAzfO9JrbApNNgaTdGDITg=
 golang.org/x/sys v0.6.0/go.mod h1:oPkhp1MJrh7nUepCBck5+mAzfO9JrbApNNgaTdGDITg=
-golang.org/x/sys v0.41.0 h1:Ivj+2Cp/ylzLiEU89QhWblYnOE9zerudt9Ftecq2C6k=
-golang.org/x/sys v0.41.0/go.mod h1:OgkHotnGiDImocRcuBABYBEXf8A9a87e/uXjp9XT3ks=
+golang.org/x/sys v0.42.0 h1:omrd2nAlyT5ESRdCLYdm3+fMfNFE/+Rf4bDIQImRJeo=
+golang.org/x/sys v0.42.0/go.mod h1:4GL1E5IUh+htKOUEOaiffhrAeqysfVGipDYzABqnCmw=
 golang.org/x/term v0.0.0-20201126162022-7de9c90e9dd1/go.mod h1:bj7SfCRtBDWHUb9snDiAeCFNEtKQo2Wmx5Cou7ajbmo=
 golang.org/x/term v0.0.0-20210927222741-03fcf44c2211/go.mod h1:jbD1KX2456YbFQfuXm/mYQcufACuNUgVhRMnK/tPxf8=
 golang.org/x/term v0.5.0/go.mod h1:jMB1sMXY+tzblOD4FWmEbocvup2/aLOaQEp7JmGp78k=
@@ -275,14 +281,14 @@ golang.org/x/text v0.3.0/go.mod h1:NqM8EUOU14njkJ3fqMW+pc6Ldnwhi/IjpwHt7yyuwOQ=
 golang.org/x/text v0.3.3/go.mod h1:5Zoc/QRtKVWzQhOtBMvqHzDpF6irO9z98xDceosuGiQ=
 golang.org/x/text v0.3.7/go.mod h1:u+2+/6zg+i71rQMx5EYifcz6MCKuco9NR6JIITiCfzQ=
 golang.org/x/text v0.7.0/go.mod h1:mrYo+phRRbMaCq/xk9113O4dZlRixOauAjOtrjsXDZ8=
-golang.org/x/text v0.34.0 h1:oL/Qq0Kdaqxa1KbNeMKwQq0reLCCaFtqu2eNuSeNHbk=
-golang.org/x/text v0.34.0/go.mod h1:homfLqTYRFyVYemLBFl5GgL/DWEiH5wcsQ5gSh1yziA=
+golang.org/x/text v0.35.0 h1:JOVx6vVDFokkpaq1AEptVzLTpDe9KGpj5tR4/X+ybL8=
+golang.org/x/text v0.35.0/go.mod h1:khi/HExzZJ2pGnjenulevKNX1W67CUy0AsXcNubPGCA=
 golang.org/x/tools v0.0.0-20180917221912-90fa682c2a6e/go.mod h1:n7NCudcB/nEzxVGmLbDWY5pfWTLqBcC2KZ6jyYvM4mQ=
 golang.org/x/tools v0.0.0-20190425150028-36563e24a262/go.mod h1:RgjU9mgBXZiqYHBnxXauZ1Gv1EHHAz9KjViQ78xBX0Q=
 golang.org/x/tools v0.0.0-20191119224855-298f0cb1881e/go.mod h1:b+2E5dAYhXwXZwtnZ6UAqBI28+e2cm9otk0dWdXHAEo=
 golang.org/x/tools v0.1.12/go.mod h1:hNGJHUnrk76NpqgfD5Aqm5Crs+Hm0VOH/i9J2+nxYbc=
-golang.org/x/tools v0.42.0 h1:uNgphsn75Tdz5Ji2q36v/nsFSfR/9BRFvqhGBaJGd5k=
-golang.org/x/tools v0.42.0/go.mod h1:Ma6lCIwGZvHK6XtgbswSoWroEkhugApmsXyrUmBhfr0=
+golang.org/x/tools v0.43.0 h1:12BdW9CeB3Z+J/I/wj34VMl8X+fEXBxVR90JeMX5E7s=
+golang.org/x/tools v0.43.0/go.mod h1:uHkMso649BX2cZK6+RpuIPXS3ho2hZo4FVwfoy1vIk0=
 golang.org/x/xerrors v0.0.0-20190717185122-a985d3407aa7/go.mod h1:I/5z698sn9Ka8TeJc9MKroUUfqBBauWjQqLJ2OPfmY0=
 google.golang.org/protobuf v1.36.11 h1:fV6ZwhNocDyBLK0dj+fg8ektcVegBBuEolpbTQyBNVE=
 google.golang.org/protobuf v1.36.11/go.mod h1:HTf+CrKn2C3g5S8VImy6tdcUvCska2kB7j23XfzDpco=
diff --git a/health.go b/health.go
index 0f8563a..98ecdd3 100644
--- a/health.go
+++ b/health.go
@@ -7,6 +7,8 @@ import (
 	"net/http"
 	"sync"
 	"time"
+
+	coreerr "forge.lthn.ai/core/go-log"
 )
 
 // HealthCheck is a function that returns nil if healthy.
@@ -82,7 +84,7 @@ func (h *HealthServer) Start() error {
 
 	listener, err := net.Listen("tcp", h.addr)
 	if err != nil {
-		return fmt.Errorf("failed to listen on %s: %w", h.addr, err)
+		return coreerr.E("HealthServer.Start", fmt.Sprintf("failed to listen on %s", h.addr), err)
 	}
 
 	h.listener = listener
diff --git a/pidfile.go b/pidfile.go
index 3a2083e..240c44c 100644
--- a/pidfile.go
+++ b/pidfile.go
@@ -8,6 +8,9 @@ import (
 	"strings"
 	"sync"
 	"syscall"
+
+	coreio "forge.lthn.ai/core/go-io"
+	coreerr "forge.lthn.ai/core/go-log"
 )
 
 // PIDFile manages a process ID file for single-instance enforcement.
@@ -27,27 +30,27 @@ func (p *PIDFile) Acquire() error {
 	p.mu.Lock()
 	defer p.mu.Unlock()
 
-	if data, err := os.ReadFile(p.path); err == nil {
-		pid, err := strconv.Atoi(strings.TrimSpace(string(data)))
+	if data, err := coreio.Local.Read(p.path); err == nil {
+		pid, err := strconv.Atoi(strings.TrimSpace(data))
 		if err == nil && pid > 0 {
 			if proc, err := os.FindProcess(pid); err == nil {
 				if err := proc.Signal(syscall.Signal(0)); err == nil {
-					return fmt.Errorf("another instance is running (PID %d)", pid)
+					return coreerr.E("PIDFile.Acquire", fmt.Sprintf("another instance is running (PID %d)", pid), nil)
 				}
 			}
 		}
-		_ = os.Remove(p.path)
+		_ = coreio.Local.Delete(p.path)
 	}
 
 	if dir := filepath.Dir(p.path); dir != "." {
-		if err := os.MkdirAll(dir, 0755); err != nil {
-			return fmt.Errorf("failed to create PID directory: %w", err)
+		if err := coreio.Local.EnsureDir(dir); err != nil {
+			return coreerr.E("PIDFile.Acquire", "failed to create PID directory", err)
 		}
 	}
 
 	pid := os.Getpid()
-	if err := os.WriteFile(p.path, []byte(strconv.Itoa(pid)), 0644); err != nil {
-		return fmt.Errorf("failed to write PID file: %w", err)
+	if err := coreio.Local.Write(p.path, strconv.Itoa(pid)); err != nil {
+		return coreerr.E("PIDFile.Acquire", "failed to write PID file", err)
 	}
 
 	return nil
@@ -57,7 +60,7 @@ func (p *PIDFile) Acquire() error {
 func (p *PIDFile) Release() error {
 	p.mu.Lock()
 	defer p.mu.Unlock()
-	return os.Remove(p.path)
+	return coreio.Local.Delete(p.path)
 }
 
 // Path returns the PID file path.
@@ -69,12 +72,12 @@ func (p *PIDFile) Path() string {
 // Returns (pid, true) if the process is alive, (pid, false) if dead/stale,
 // or (0, false) if the file doesn't exist or is invalid.
 func ReadPID(path string) (int, bool) {
-	data, err := os.ReadFile(path)
+	data, err := coreio.Local.Read(path)
 	if err != nil {
 		return 0, false
 	}
 
-	pid, err := strconv.Atoi(strings.TrimSpace(string(data)))
+	pid, err := strconv.Atoi(strings.TrimSpace(data))
 	if err != nil || pid <= 0 {
 		return 0, false
 	}
diff --git a/process.go b/process.go
index e69c5ee..f9cc222 100644
--- a/process.go
+++ b/process.go
@@ -8,6 +8,8 @@ import (
 	"os/exec"
 	"sync"
 	"time"
+
+	coreerr "forge.lthn.ai/core/go-log"
 )
 
 // Process represents a managed external process.
@@ -87,13 +89,13 @@ func (p *Process) Wait() error {
 	p.mu.RLock()
 	defer p.mu.RUnlock()
 	if p.Status == StatusFailed {
-		return fmt.Errorf("process failed to start: %s", p.ID)
+		return coreerr.E("Process.Wait", fmt.Sprintf("process failed to start: %s", p.ID), nil)
 	}
 	if p.Status == StatusKilled {
-		return fmt.Errorf("process was killed: %s", p.ID)
+		return coreerr.E("Process.Wait", fmt.Sprintf("process was killed: %s", p.ID), nil)
 	}
 	if p.ExitCode != 0 {
-		return fmt.Errorf("process exited with code %d", p.ExitCode)
+		return coreerr.E("Process.Wait", fmt.Sprintf("process exited with code %d", p.ExitCode), nil)
 	}
 	return nil
 }
diff --git a/registry.go b/registry.go
index 0f87ddf..fca2399 100644
--- a/registry.go
+++ b/registry.go
@@ -7,6 +7,8 @@ import (
 	"strings"
 	"syscall"
 	"time"
+
+	coreio "forge.lthn.ai/core/go-io"
 )
 
 // DaemonEntry records a running daemon in the registry.
@@ -47,7 +49,7 @@ func (r *Registry) Register(entry DaemonEntry) error {
 		entry.Started = time.Now()
 	}
 
-	if err := os.MkdirAll(r.dir, 0755); err != nil {
+	if err := coreio.Local.EnsureDir(r.dir); err != nil {
 		return err
 	}
 
@@ -56,12 +58,12 @@ func (r *Registry) Register(entry DaemonEntry) error {
 		return err
 	}
 
-	return os.WriteFile(r.entryPath(entry.Code, entry.Daemon), data, 0644)
+	return coreio.Local.Write(r.entryPath(entry.Code, entry.Daemon), string(data))
 }
 
 // Unregister removes a daemon entry from the registry.
 func (r *Registry) Unregister(code, daemon string) error {
-	return os.Remove(r.entryPath(code, daemon))
+	return coreio.Local.Delete(r.entryPath(code, daemon))
 }
 
 // Get reads a single daemon entry and checks whether its process is alive.
@@ -69,19 +71,19 @@ func (r *Registry) Unregister(code, daemon string) error {
 func (r *Registry) Get(code, daemon string) (*DaemonEntry, bool) {
 	path := r.entryPath(code, daemon)
 
-	data, err := os.ReadFile(path)
+	data, err := coreio.Local.Read(path)
 	if err != nil {
 		return nil, false
 	}
 
 	var entry DaemonEntry
-	if err := json.Unmarshal(data, &entry); err != nil {
-		_ = os.Remove(path)
+	if err := json.Unmarshal([]byte(data), &entry); err != nil {
+		_ = coreio.Local.Delete(path)
 		return nil, false
 	}
 
 	if !isAlive(entry.PID) {
-		_ = os.Remove(path)
+		_ = coreio.Local.Delete(path)
 		return nil, false
 	}
 
@@ -97,19 +99,19 @@ func (r *Registry) List() ([]DaemonEntry, error) {
 
 	var alive []DaemonEntry
 	for _, path := range matches {
-		data, err := os.ReadFile(path)
+		data, err := coreio.Local.Read(path)
 		if err != nil {
 			continue
 		}
 
 		var entry DaemonEntry
-		if err := json.Unmarshal(data, &entry); err != nil {
-			_ = os.Remove(path)
+		if err := json.Unmarshal([]byte(data), &entry); err != nil {
+			_ = coreio.Local.Delete(path)
 			continue
 		}
 
 		if !isAlive(entry.PID) {
-			_ = os.Remove(path)
+			_ = coreio.Local.Delete(path)
 			continue
 		}
 
diff --git a/runner.go b/runner.go
index 8eb1fd5..61eed29 100644
--- a/runner.go
+++ b/runner.go
@@ -2,9 +2,10 @@ package process
 
 import (
 	"context"
-	"errors"
 	"sync"
 	"time"
+
+	coreerr "forge.lthn.ai/core/go-log"
 )
 
 // Runner orchestrates multiple processes with dependencies.
@@ -104,7 +105,7 @@ func (r *Runner) RunAll(ctx context.Context, specs []RunSpec) (*RunAllResult, er
 					Name:    name,
 					Spec:    remaining[name],
 					Skipped: true,
-					Error:   errors.New("circular dependency or missing dependency"),
+					Error:   coreerr.E("Runner.RunAll", "circular dependency or missing dependency", nil),
 				})
 			}
 			break
@@ -136,7 +137,7 @@ func (r *Runner) RunAll(ctx context.Context, specs []RunSpec) (*RunAllResult, er
 						Name:    spec.Name,
 						Spec:    spec,
 						Skipped: true,
-						Error:   errors.New("skipped due to dependency failure"),
+						Error:   coreerr.E("Runner.RunAll", "skipped due to dependency failure", nil),
 					}
 				} else {
 					result = r.runSpec(ctx, spec)
diff --git a/service.go b/service.go
index 44ccfc6..461d0e1 100644
--- a/service.go
+++ b/service.go
@@ -9,9 +9,11 @@ import (
 	"os/exec"
 	"sync"
 	"sync/atomic"
+	"syscall"
 	"time"
 
 	"forge.lthn.ai/core/go/pkg/core"
+	coreerr "forge.lthn.ai/core/go-log"
 )
 
 // Default buffer size for process output (1MB).
@@ -19,9 +21,9 @@ const DefaultBufferSize = 1024 * 1024
 
 // Errors
 var (
-	ErrProcessNotFound   = errors.New("process not found")
-	ErrProcessNotRunning = errors.New("process is not running")
-	ErrStdinNotAvailable = errors.New("stdin not available")
+	ErrProcessNotFound   = coreerr.E("", "process not found", nil)
+	ErrProcessNotRunning = coreerr.E("", "process is not running", nil)
+	ErrStdinNotAvailable = coreerr.E("", "stdin not available", nil)
 )
 
 // Service manages process execution with Core IPC integration.
@@ -96,7 +98,12 @@ func (s *Service) Start(ctx context.Context, command string, args ...string) (*P
 func (s *Service) StartWithOptions(ctx context.Context, opts RunOptions) (*Process, error) {
 	id := fmt.Sprintf("proc-%d", s.idCounter.Add(1))
 
-	procCtx, cancel := context.WithCancel(ctx)
+	// Detached processes use Background context so they survive parent death
+	parentCtx := ctx
+	if opts.Detach {
+		parentCtx = context.Background()
+	}
+	procCtx, cancel := context.WithCancel(parentCtx)
 	cmd := exec.CommandContext(procCtx, opts.Command, opts.Args...)
 
 	if opts.Dir != "" {
@@ -106,23 +113,28 @@ func (s *Service) StartWithOptions(ctx context.Context, opts RunOptions) (*Proce
 		cmd.Env = append(cmd.Environ(), opts.Env...)
 	}
 
+	// Detached processes get their own process group
+	if opts.Detach {
+		cmd.SysProcAttr = &syscall.SysProcAttr{Setpgid: true}
+	}
+
 	// Set up pipes
 	stdout, err := cmd.StdoutPipe()
 	if err != nil {
 		cancel()
-		return nil, fmt.Errorf("failed to create stdout pipe: %w", err)
+		return nil, coreerr.E("Service.StartWithOptions", "failed to create stdout pipe", err)
 	}
 
 	stderr, err := cmd.StderrPipe()
 	if err != nil {
 		cancel()
-		return nil, fmt.Errorf("failed to create stderr pipe: %w", err)
+		return nil, coreerr.E("Service.StartWithOptions", "failed to create stderr pipe", err)
 	}
 
 	stdin, err := cmd.StdinPipe()
 	if err != nil {
 		cancel()
-		return nil, fmt.Errorf("failed to create stdin pipe: %w", err)
+		return nil, coreerr.E("Service.StartWithOptions", "failed to create stdin pipe", err)
 	}
 
 	// Create output buffer (enabled by default)
@@ -150,7 +162,7 @@ func (s *Service) StartWithOptions(ctx context.Context, opts RunOptions) (*Proce
 	// Start the process
 	if err := cmd.Start(); err != nil {
 		cancel()
-		return nil, fmt.Errorf("failed to start process: %w", err)
+		return nil, coreerr.E("Service.StartWithOptions", "failed to start process", err)
 	}
 
 	// Store process
@@ -316,7 +328,7 @@ func (s *Service) Remove(id string) error {
 	}
 
 	if proc.IsRunning() {
-		return errors.New("cannot remove running process")
+		return coreerr.E("Service.Remove", "cannot remove running process", nil)
 	}
 
 	delete(s.processes, id)
@@ -356,7 +368,7 @@ func (s *Service) Run(ctx context.Context, command string, args ...string) (stri
 
 	output := proc.Output()
 	if proc.ExitCode != 0 {
-		return output, fmt.Errorf("process exited with code %d", proc.ExitCode)
+		return output, coreerr.E("Service.Run", fmt.Sprintf("process exited with code %d", proc.ExitCode), nil)
 	}
 	return output, nil
 }
@@ -372,7 +384,7 @@ func (s *Service) RunWithOptions(ctx context.Context, opts RunOptions) (string,
 
 	output := proc.Output()
 	if proc.ExitCode != 0 {
-		return output, fmt.Errorf("process exited with code %d", proc.ExitCode)
+		return output, coreerr.E("Service.RunWithOptions", fmt.Sprintf("process exited with code %d", proc.ExitCode), nil)
 	}
 	return output, nil
 }
diff --git a/types.go b/types.go
index 4489af7..8589122 100644
--- a/types.go
+++ b/types.go
@@ -73,6 +73,10 @@ type RunOptions struct {
 	// DisableCapture disables output buffering.
 	// By default, output is captured to a ring buffer.
 	DisableCapture bool
+	// Detach creates the process in its own process group (Setpgid).
+	// Detached processes survive parent death and context cancellation.
+	// The context is replaced with context.Background() when Detach is true.
+	Detach bool
 }
 
 // Info provides a snapshot of process state without internal fields.