diff --git a/allowance_service.go b/allowance_service.go
index 2e9e1b0..05b6fc0 100644
--- a/allowance_service.go
+++ b/allowance_service.go
@@ -5,7 +5,7 @@ import (
 	"slices"
 	"time"
 
-	"forge.lthn.ai/core/go/pkg/log"
+	"forge.lthn.ai/core/go-log"
 )
 
 // AllowanceService enforces agent quota limits. It provides pre-dispatch checks,
diff --git a/brain.go b/brain.go
index 9716f5f..8aca7c6 100644
--- a/brain.go
+++ b/brain.go
@@ -8,7 +8,7 @@ import (
 	"net/http"
 	"net/url"
 
-	"forge.lthn.ai/core/go/pkg/log"
+	"forge.lthn.ai/core/go-log"
 )
 
 // MemoryType represents the classification of a brain memory.
diff --git a/client.go b/client.go
index 9c38f3c..c2d0218 100644
--- a/client.go
+++ b/client.go
@@ -12,7 +12,7 @@ import (
 	"strings"
 	"time"
 
-	"forge.lthn.ai/core/go/pkg/log"
+	"forge.lthn.ai/core/go-log"
 )
 
 // Client is the API client for the core-agentic service.
diff --git a/cmd/tasks/cmd.go b/cmd/tasks/cmd.go
index 31b9779..3edd150 100644
--- a/cmd/tasks/cmd.go
+++ b/cmd/tasks/cmd.go
@@ -12,7 +12,7 @@ import (
 	"forge.lthn.ai/core/cli/pkg/cli"
 	"forge.lthn.ai/core/go-agentic"
 	"forge.lthn.ai/core/go-ai/ai"
-	"forge.lthn.ai/core/go/pkg/i18n"
+	"forge.lthn.ai/core/go-i18n"
 )
 
 // Style aliases from shared package
diff --git a/cmd/tasks/updates.go b/cmd/tasks/updates.go
index f8931e6..d699a0c 100644
--- a/cmd/tasks/updates.go
+++ b/cmd/tasks/updates.go
@@ -9,7 +9,7 @@ import (
 	"forge.lthn.ai/core/go-agentic"
 	"forge.lthn.ai/core/go-ai/ai"
 	"forge.lthn.ai/core/cli/pkg/cli"
-	"forge.lthn.ai/core/go/pkg/i18n"
+	"forge.lthn.ai/core/go-i18n"
 )
 
 // task:update command flags
diff --git a/cmd/workspace/cmd_agent.go b/cmd/workspace/cmd_agent.go
index 8d0697e..b1589d0 100644
--- a/cmd/workspace/cmd_agent.go
+++ b/cmd/workspace/cmd_agent.go
@@ -30,7 +30,7 @@ import (
 	"time"
 
 	"forge.lthn.ai/core/cli/pkg/cli"
-	coreio "forge.lthn.ai/core/go/pkg/io"
+	coreio "forge.lthn.ai/core/go-io"
 	"github.com/spf13/cobra"
 )
 
diff --git a/cmd/workspace/cmd_task.go b/cmd/workspace/cmd_task.go
index 5f29b32..908a7e6 100644
--- a/cmd/workspace/cmd_task.go
+++ b/cmd/workspace/cmd_task.go
@@ -18,7 +18,7 @@ import (
 	"strings"
 
 	"forge.lthn.ai/core/cli/pkg/cli"
-	coreio "forge.lthn.ai/core/go/pkg/io"
+	coreio "forge.lthn.ai/core/go-io"
 	"forge.lthn.ai/core/go/pkg/repos"
 	"github.com/spf13/cobra"
 )
diff --git a/cmd/workspace/config.go b/cmd/workspace/config.go
index b5ad997..3811353 100644
--- a/cmd/workspace/config.go
+++ b/cmd/workspace/config.go
@@ -6,7 +6,7 @@ import (
 	"os"
 	"path/filepath"
 
-	coreio "forge.lthn.ai/core/go/pkg/io"
+	coreio "forge.lthn.ai/core/go-io"
 	"gopkg.in/yaml.v3"
 )
 
diff --git a/completion.go b/completion.go
index 5647add..661ffc4 100644
--- a/completion.go
+++ b/completion.go
@@ -8,7 +8,7 @@ import (
 	"os/exec"
 	"strings"
 
-	"forge.lthn.ai/core/go/pkg/log"
+	"forge.lthn.ai/core/go-log"
 )
 
 // PROptions contains options for creating a pull request.
diff --git a/config.go b/config.go
index 390937c..0dd9a2f 100644
--- a/config.go
+++ b/config.go
@@ -5,8 +5,8 @@ import (
 	"path/filepath"
 	"strings"
 
-	errors "forge.lthn.ai/core/go/pkg/framework/core"
-	"forge.lthn.ai/core/go/pkg/io"
+	"forge.lthn.ai/core/go-io"
+	"forge.lthn.ai/core/go-log"
 	"gopkg.in/yaml.v3"
 )
 
@@ -77,12 +77,12 @@ func LoadConfig(dir string) (*Config, error) {
 	// Try loading from ~/.core/agentic.yaml
 	homeDir, err := os.UserHomeDir()
 	if err != nil {
-		return nil, errors.E("agentic.LoadConfig", "failed to get home directory", err)
+		return nil, log.E("agentic.LoadConfig", "failed to get home directory", err)
 	}
 
 	configPath := filepath.Join(homeDir, ".core", configFileName)
 	if err := loadYAMLConfig(configPath, cfg); err != nil && !os.IsNotExist(err) {
-		return nil, errors.E("agentic.LoadConfig", "failed to load config", err)
+		return nil, log.E("agentic.LoadConfig", "failed to load config", err)
 	}
 
 	// Apply environment variable overrides
@@ -90,7 +90,7 @@ func LoadConfig(dir string) (*Config, error) {
 
 	// Validate configuration
 	if cfg.Token == "" {
-		return nil, errors.E("agentic.LoadConfig", "no authentication token configured", nil)
+		return nil, log.E("agentic.LoadConfig", "no authentication token configured", nil)
 	}
 
 	return cfg, nil
@@ -168,23 +168,23 @@ func applyEnvOverrides(cfg *Config) {
 func SaveConfig(cfg *Config) error {
 	homeDir, err := os.UserHomeDir()
 	if err != nil {
-		return errors.E("agentic.SaveConfig", "failed to get home directory", err)
+		return log.E("agentic.SaveConfig", "failed to get home directory", err)
 	}
 
 	configDir := filepath.Join(homeDir, ".core")
 	if err := io.Local.EnsureDir(configDir); err != nil {
-		return errors.E("agentic.SaveConfig", "failed to create config directory", err)
+		return log.E("agentic.SaveConfig", "failed to create config directory", err)
 	}
 
 	configPath := filepath.Join(configDir, configFileName)
 
 	data, err := yaml.Marshal(cfg)
 	if err != nil {
-		return errors.E("agentic.SaveConfig", "failed to marshal config", err)
+		return log.E("agentic.SaveConfig", "failed to marshal config", err)
 	}
 
 	if err := io.Local.Write(configPath, string(data)); err != nil {
-		return errors.E("agentic.SaveConfig", "failed to write config file", err)
+		return log.E("agentic.SaveConfig", "failed to write config file", err)
 	}
 
 	return nil
@@ -194,7 +194,7 @@ func SaveConfig(cfg *Config) error {
 func ConfigPath() (string, error) {
 	homeDir, err := os.UserHomeDir()
 	if err != nil {
-		return "", errors.E("agentic.ConfigPath", "failed to get home directory", err)
+		return "", log.E("agentic.ConfigPath", "failed to get home directory", err)
 	}
 	return filepath.Join(homeDir, ".core", configFileName), nil
 }
@@ -214,7 +214,7 @@ type AllowanceConfig struct {
 func DefaultAllowanceStorePath() (string, error) {
 	homeDir, err := os.UserHomeDir()
 	if err != nil {
-		return "", errors.E("agentic.DefaultAllowanceStorePath", "failed to get home directory", err)
+		return "", log.E("agentic.DefaultAllowanceStorePath", "failed to get home directory", err)
 	}
 	return filepath.Join(homeDir, ".config", "agentic", "allowance.db"), nil
 }
@@ -260,7 +260,7 @@ type RegistryConfig struct {
 func DefaultRegistryPath() (string, error) {
 	homeDir, err := os.UserHomeDir()
 	if err != nil {
-		return "", errors.E("agentic.DefaultRegistryPath", "failed to get home directory", err)
+		return "", log.E("agentic.DefaultRegistryPath", "failed to get home directory", err)
 	}
 	return filepath.Join(homeDir, ".config", "agentic", "registry.db"), nil
 }
diff --git a/context.go b/context.go
index 5545c0c..ac9eabe 100644
--- a/context.go
+++ b/context.go
@@ -9,8 +9,8 @@ import (
 	"regexp"
 	"strings"
 
-	errors "forge.lthn.ai/core/go/pkg/framework/core"
-	"forge.lthn.ai/core/go/pkg/io"
+	"forge.lthn.ai/core/go-io"
+	"forge.lthn.ai/core/go-log"
 )
 
 // FileContent represents the content of a file for AI context.
@@ -42,13 +42,13 @@ func BuildTaskContext(task *Task, dir string) (*TaskContext, error) {
 	const op = "agentic.BuildTaskContext"
 
 	if task == nil {
-		return nil, errors.E(op, "task is required", nil)
+		return nil, log.E(op, "task is required", nil)
 	}
 
 	if dir == "" {
 		cwd, err := os.Getwd()
 		if err != nil {
-			return nil, errors.E(op, "failed to get working directory", err)
+			return nil, log.E(op, "failed to get working directory", err)
 		}
 		dir = cwd
 	}
@@ -88,7 +88,7 @@ func GatherRelatedFiles(task *Task, dir string) ([]FileContent, error) {
 	const op = "agentic.GatherRelatedFiles"
 
 	if task == nil {
-		return nil, errors.E(op, "task is required", nil)
+		return nil, log.E(op, "task is required", nil)
 	}
 
 	var files []FileContent
@@ -118,7 +118,7 @@ func findRelatedCode(task *Task, dir string) ([]FileContent, error) {
 	const op = "agentic.findRelatedCode"
 
 	if task == nil {
-		return nil, errors.E(op, "task is required", nil)
+		return nil, log.E(op, "task is required", nil)
 	}
 
 	// Extract keywords from title and description
diff --git a/dispatcher.go b/dispatcher.go
index 3dbe1d6..e37ec68 100644
--- a/dispatcher.go
+++ b/dispatcher.go
@@ -6,7 +6,7 @@ import (
 	"slices"
 	"time"
 
-	"forge.lthn.ai/core/go/pkg/log"
+	"forge.lthn.ai/core/go-log"
 )
 
 const (
diff --git a/go.mod b/go.mod
index 2b81316..9d065f9 100644
--- a/go.mod
+++ b/go.mod
@@ -6,6 +6,9 @@ require (
 	forge.lthn.ai/core/cli v0.1.0
 	forge.lthn.ai/core/go v0.1.0
 	forge.lthn.ai/core/go-ai v0.1.0
+	forge.lthn.ai/core/go-i18n v0.1.0
+	forge.lthn.ai/core/go-io v0.0.1
+	forge.lthn.ai/core/go-log v0.0.1
 	forge.lthn.ai/core/go-store v0.1.3
 	github.com/redis/go-redis/v9 v9.18.0
 	github.com/spf13/cobra v1.10.2
@@ -16,6 +19,7 @@ require (
 
 require (
 	forge.lthn.ai/core/go-crypt v0.1.0 // indirect
+	forge.lthn.ai/core/go-inference v0.0.2 // indirect
 	forge.lthn.ai/core/go-rag v0.1.0 // indirect
 	github.com/ProtonMail/go-crypto v1.3.0 // indirect
 	github.com/aymanbagabas/go-osc52/v2 v2.0.1 // indirect
diff --git a/go.sum b/go.sum
index 0eb255b..43b6e5e 100644
--- a/go.sum
+++ b/go.sum
@@ -6,6 +6,14 @@ forge.lthn.ai/core/go-ai v0.1.0 h1:Z7Gbxsq4d8vnO35zZxJXvk8wEUGSazpxncN1voJkNT0=
 forge.lthn.ai/core/go-ai v0.1.0/go.mod h1:YUsCZmWereE2wZPDEmk46Xu+xxmfsNZktpY7H9jgNJI=
 forge.lthn.ai/core/go-crypt v0.1.0 h1:92gwdQi7iAwktpvZhL/8Cu+QS6xKCtGP4FJfyInPGnw=
 forge.lthn.ai/core/go-crypt v0.1.0/go.mod h1:zVAgx6ZiGtC+dbX4R/VKvEPqsEqjyuLl4gQZH9SXBUw=
+forge.lthn.ai/core/go-i18n v0.1.0 h1:F7JVSoVkZtzx9JfhpntM9z3iQm1vnuMUi/Zklhz8PCI=
+forge.lthn.ai/core/go-i18n v0.1.0/go.mod h1:Q4xsrxuNCl/6NfMv1daria7t1RSiyy8ml+6jiPtUcBs=
+forge.lthn.ai/core/go-inference v0.0.2 h1:aHjBkYyLKxLr9tbO4AvzzV/lsZueGq/jeo33SLh113k=
+forge.lthn.ai/core/go-inference v0.0.2/go.mod h1:jfWz+IJX55wAH98+ic6FEqqGB6/P31CHlg7VY7pxREw=
+forge.lthn.ai/core/go-io v0.0.1 h1:N/GCl6Asusfr4gs53JZixJVtqcnerQ6GcxSN8F8iJXY=
+forge.lthn.ai/core/go-io v0.0.1/go.mod h1:l+gG/G5TMIOTG8G7y0dg4fh1a7Suy8wCYVwsz4duV7M=
+forge.lthn.ai/core/go-log v0.0.1 h1:x/E6EfF9vixzqiLHQOl2KT25HyBcMc9qiBkomqVlpPg=
+forge.lthn.ai/core/go-log v0.0.1/go.mod h1:r14MXKOD3LF/sI8XUJQhRk/SZHBE7jAFVuCfgkXoZPw=
 forge.lthn.ai/core/go-rag v0.1.0 h1:H5umiRryuq6J6l889s0OsxWpmq5P5c3A9Bkj0cQyO7k=
 forge.lthn.ai/core/go-rag v0.1.0/go.mod h1:bB8Fy98G2zxVoe7k2B85gXvim6frJdbAMnDyW4peUVU=
 forge.lthn.ai/core/go-store v0.1.3 h1:CSVTRdsOXm2pl+FCs12fHOc9eM88DcZRY6HghN98w/I=
diff --git a/logs.go b/logs.go
index ff11411..bb72cb2 100644
--- a/logs.go
+++ b/logs.go
@@ -6,7 +6,7 @@ import (
 	"io"
 	"time"
 
-	"forge.lthn.ai/core/go/pkg/log"
+	"forge.lthn.ai/core/go-log"
 )
 
 // StreamLogs polls a task's status and writes updates to writer. It polls at
diff --git a/plan_dispatcher.go b/plan_dispatcher.go
index fd76e11..b91d356 100644
--- a/plan_dispatcher.go
+++ b/plan_dispatcher.go
@@ -4,7 +4,7 @@ import (
 	"context"
 	"time"
 
-	"forge.lthn.ai/core/go/pkg/log"
+	"forge.lthn.ai/core/go-log"
 )
 
 // PlanDispatcher orchestrates plan-based work by polling active plans,
diff --git a/plans.go b/plans.go
index a236a03..e7041ae 100644
--- a/plans.go
+++ b/plans.go
@@ -8,7 +8,7 @@ import (
 	"net/http"
 	"net/url"
 
-	"forge.lthn.ai/core/go/pkg/log"
+	"forge.lthn.ai/core/go-log"
 )
 
 // PlanStatus represents the state of a plan.
diff --git a/score.go b/score.go
index feb15a0..7de5932 100644
--- a/score.go
+++ b/score.go
@@ -6,7 +6,7 @@ import (
 	"encoding/json"
 	"net/http"
 
-	"forge.lthn.ai/core/go/pkg/log"
+	"forge.lthn.ai/core/go-log"
 )
 
 // ScoreContentRequest is the payload for content scoring.
diff --git a/service.go b/service.go
index 938563e..cc15078 100644
--- a/service.go
+++ b/service.go
@@ -7,7 +7,7 @@ import (
 	"strings"
 
 	"forge.lthn.ai/core/go/pkg/framework"
-	"forge.lthn.ai/core/go/pkg/log"
+	"forge.lthn.ai/core/go-log"
 )
 
 // Tasks for AI service
diff --git a/sessions.go b/sessions.go
index 7e74caa..5a4004a 100644
--- a/sessions.go
+++ b/sessions.go
@@ -9,7 +9,7 @@ import (
 	"net/url"
 	"strconv"
 
-	"forge.lthn.ai/core/go/pkg/log"
+	"forge.lthn.ai/core/go-log"
 )
 
 // SessionStatus represents the state of a session.
diff --git a/status.go b/status.go
index 7df00b6..66eea8b 100644
--- a/status.go
+++ b/status.go
@@ -7,7 +7,7 @@ import (
 	"slices"
 	"strings"
 
-	"forge.lthn.ai/core/go/pkg/log"
+	"forge.lthn.ai/core/go-log"
 )
 
 // StatusSummary aggregates status from the agent registry, task client, and
diff --git a/submit.go b/submit.go
index 517434c..0f371b9 100644
--- a/submit.go
+++ b/submit.go
@@ -4,7 +4,7 @@ import (
 	"context"
 	"time"
 
-	"forge.lthn.ai/core/go/pkg/log"
+	"forge.lthn.ai/core/go-log"
 )
 
 // SubmitTask creates a new task with the given parameters via the API client.