coder/coderd/aitasks.go

package coderd

import (
	"context"
	"database/sql"
	"errors"
	"fmt"
	"net"
	"net/http"
	"net/url"
	"slices"
	"strings"
	"time"

	"github.com/go-chi/chi/v5"
	"github.com/google/uuid"

	"cdr.dev/slog"
	"github.com/coder/coder/v2/coderd/audit"
	"github.com/coder/coder/v2/coderd/database"
	"github.com/coder/coder/v2/coderd/httpapi"
	"github.com/coder/coder/v2/coderd/httpapi/httperror"
	"github.com/coder/coder/v2/coderd/httpmw"
	"github.com/coder/coder/v2/coderd/rbac"
	"github.com/coder/coder/v2/coderd/rbac/policy"
	"github.com/coder/coder/v2/coderd/searchquery"
	"github.com/coder/coder/v2/coderd/taskname"
	"github.com/coder/coder/v2/coderd/util/slice"
	"github.com/coder/coder/v2/codersdk"

	aiagentapi "github.com/coder/agentapi-sdk-go"
)

// This endpoint is experimental and not guaranteed to be stable, so we're not
// generating public-facing documentation for it.
func (api *API) aiTasksPrompts(rw http.ResponseWriter, r *http.Request) {
	ctx := r.Context()

	buildIDsParam := r.URL.Query().Get("build_ids")
	if buildIDsParam == "" {
		httpapi.Write(ctx, rw, http.StatusBadRequest, codersdk.Response{
			Message: "build_ids query parameter is required",
		})
		return
	}

	// Parse build IDs
	buildIDStrings := strings.Split(buildIDsParam, ",")
	buildIDs := make([]uuid.UUID, 0, len(buildIDStrings))
	for _, idStr := range buildIDStrings {
		id, err := uuid.Parse(strings.TrimSpace(idStr))
		if err != nil {
			httpapi.Write(ctx, rw, http.StatusBadRequest, codersdk.Response{
				Message: fmt.Sprintf("Invalid build ID format: %s", idStr),
				Detail:  err.Error(),
			})
			return
		}
		buildIDs = append(buildIDs, id)
	}

	parameters, err := api.Database.GetWorkspaceBuildParametersByBuildIDs(ctx, buildIDs)
	if err != nil {
		httpapi.Write(ctx, rw, http.StatusInternalServerError, codersdk.Response{
			Message: "Internal error fetching workspace build parameters.",
			Detail:  err.Error(),
		})
		return
	}

	promptsByBuildID := make(map[string]string, len(parameters))
	for _, param := range parameters {
		if param.Name != codersdk.AITaskPromptParameterName {
			continue
		}
		buildID := param.WorkspaceBuildID.String()
		promptsByBuildID[buildID] = param.Value
	}

	httpapi.Write(ctx, rw, http.StatusOK, codersdk.AITasksPromptsResponse{
		Prompts: promptsByBuildID,
	})
}

// @Summary Create a new AI task
// @Description: EXPERIMENTAL: this endpoint is experimental and not guaranteed to be stable.
// @ID create-task
// @Security CoderSessionToken
// @Tags Experimental
// @Param user path string true "Username, user ID, or 'me' for the authenticated user"
// @Param request body codersdk.CreateTaskRequest true "Create task request"
// @Success 201 {object} codersdk.Task
// @Router /api/experimental/tasks/{user} [post]
//
// EXPERIMENTAL: This endpoint is experimental and not guaranteed to be stable.
// This endpoint creates a new task for the given user.
func (api *API) tasksCreate(rw http.ResponseWriter, r *http.Request) {
	var (
		ctx     = r.Context()
		apiKey  = httpmw.APIKey(r)
		auditor = api.Auditor.Load()
		mems    = httpmw.OrganizationMembersParam(r)
	)

	var req codersdk.CreateTaskRequest
	if !httpapi.Read(ctx, rw, r, &req) {
		return
	}

	hasAITask, err := api.Database.GetTemplateVersionHasAITask(ctx, req.TemplateVersionID)
	if err != nil {
		if errors.Is(err, sql.ErrNoRows) || rbac.IsUnauthorizedError(err) {
			httpapi.ResourceNotFound(rw)
			return
		}

		httpapi.Write(ctx, rw, http.StatusInternalServerError, codersdk.Response{
			Message: "Internal error fetching whether the template version has an AI task.",
			Detail:  err.Error(),
		})
		return
	}
	if !hasAITask {
		httpapi.Write(ctx, rw, http.StatusBadRequest, codersdk.Response{
			Message: fmt.Sprintf(`Template does not have required parameter %q`, codersdk.AITaskPromptParameterName),
		})
		return
	}

	taskName := req.Name
	if taskName != "" {
		if err := codersdk.NameValid(taskName); err != nil {
			httpapi.Write(ctx, rw, http.StatusBadRequest, codersdk.Response{
				Message: "Unable to create a Task with the provided name.",
				Detail:  err.Error(),
			})
			return
		}
	}

	if taskName == "" {
		taskName = taskname.GenerateFallback()

		if anthropicAPIKey := taskname.GetAnthropicAPIKeyFromEnv(); anthropicAPIKey != "" {
			anthropicModel := taskname.GetAnthropicModelFromEnv()

			generatedName, err := taskname.Generate(ctx, req.Input, taskname.WithAPIKey(anthropicAPIKey), taskname.WithModel(anthropicModel))
			if err != nil {
				api.Logger.Error(ctx, "unable to generate task name", slog.Error(err))
			} else {
				taskName = generatedName
			}
		}
	}

	createReq := codersdk.CreateWorkspaceRequest{
		Name:                    taskName,
		TemplateVersionID:       req.TemplateVersionID,
		TemplateVersionPresetID: req.TemplateVersionPresetID,
		RichParameterValues: []codersdk.WorkspaceBuildParameter{
			{Name: codersdk.AITaskPromptParameterName, Value: req.Input},
		},
	}

	var owner workspaceOwner
	if mems.User != nil {
		// This user fetch is an optimization path for the most common case of creating a
		// task for 'Me'.
		//
		// This is also required to allow `owners` to create workspaces for users
		// that are not in an organization.
		owner = workspaceOwner{
			ID:        mems.User.ID,
			Username:  mems.User.Username,
			AvatarURL: mems.User.AvatarURL,
		}
	} else {
		// A task can still be created if the caller can read the organization
		// member. The organization is required, which can be sourced from the
		// template.
		//
		// TODO: This code gets called twice for each workspace build request.
		//   This is inefficient and costs at most 2 extra RTTs to the DB.
		//   This can be optimized. It exists as it is now for code simplicity.
		//   The most common case is to create a workspace for 'Me'. Which does
		//   not enter this code branch.
		template, err := requestTemplate(ctx, createReq, api.Database)
		if err != nil {
			httperror.WriteResponseError(ctx, rw, err)
			return
		}

		// If the caller can find the organization membership in the same org
		// as the template, then they can continue.
		orgIndex := slices.IndexFunc(mems.Memberships, func(mem httpmw.OrganizationMember) bool {
			return mem.OrganizationID == template.OrganizationID
		})
		if orgIndex == -1 {
			httpapi.ResourceNotFound(rw)
			return
		}

		member := mems.Memberships[orgIndex]
		owner = workspaceOwner{
			ID:        member.UserID,
			Username:  member.Username,
			AvatarURL: member.AvatarURL,
		}
	}

	aReq, commitAudit := audit.InitRequest[database.WorkspaceTable](rw, &audit.RequestParams{
		Audit:   *auditor,
		Log:     api.Logger,
		Request: r,
		Action:  database.AuditActionCreate,
		AdditionalFields: audit.AdditionalFields{
			WorkspaceOwner: owner.Username,
		},
	})
	defer commitAudit()
	w, err := createWorkspace(ctx, aReq, apiKey.UserID, api, owner, createReq, r)
	if err != nil {
		httperror.WriteResponseError(ctx, rw, err)
		return
	}

	task := taskFromWorkspace(w, req.Input)
	httpapi.Write(ctx, rw, http.StatusCreated, task)
}

func taskFromWorkspace(ws codersdk.Workspace, initialPrompt string) codersdk.Task {
	// TODO(DanielleMaywood):
	// This just picks up the first agent it discovers.
	// This approach _might_ break when a task has multiple agents,
	// depending on which agent was found first.
	//
	// We explicitly do not have support for running tasks
	// inside of a sub agent at the moment, so we can be sure
	// that any sub agents are not the agent we're looking for.
	var taskAgentID uuid.NullUUID
	var taskAgentLifecycle *codersdk.WorkspaceAgentLifecycle
	var taskAgentHealth *codersdk.WorkspaceAgentHealth
	for _, resource := range ws.LatestBuild.Resources {
		for _, agent := range resource.Agents {
			if agent.ParentID.Valid {
				continue
			}

			taskAgentID = uuid.NullUUID{Valid: true, UUID: agent.ID}
			taskAgentLifecycle = &agent.LifecycleState
			taskAgentHealth = &agent.Health
			break
		}
	}

	// Ignore 'latest app status' if it is older than the latest build and the latest build is a 'start' transition.
	// This ensures that you don't show a stale app status from a previous build.
	// For stop transitions, there is still value in showing the latest app status.
	var currentState *codersdk.TaskStateEntry
	if ws.LatestAppStatus != nil {
		if ws.LatestBuild.Transition != codersdk.WorkspaceTransitionStart || ws.LatestAppStatus.CreatedAt.After(ws.LatestBuild.CreatedAt) {
			currentState = &codersdk.TaskStateEntry{
				Timestamp: ws.LatestAppStatus.CreatedAt,
				State:     codersdk.TaskState(ws.LatestAppStatus.State),
				Message:   ws.LatestAppStatus.Message,
				URI:       ws.LatestAppStatus.URI,
			}
		}
	}

	var appID uuid.NullUUID
	if ws.LatestBuild.AITaskSidebarAppID != nil {
		appID = uuid.NullUUID{
			Valid: true,
			UUID:  *ws.LatestBuild.AITaskSidebarAppID,
		}
	}

	return codersdk.Task{
		ID:                      ws.ID,
		OrganizationID:          ws.OrganizationID,
		OwnerID:                 ws.OwnerID,
		OwnerName:               ws.OwnerName,
		Name:                    ws.Name,
		TemplateID:              ws.TemplateID,
		TemplateName:            ws.TemplateName,
		TemplateDisplayName:     ws.TemplateDisplayName,
		TemplateIcon:            ws.TemplateIcon,
		WorkspaceID:             uuid.NullUUID{Valid: true, UUID: ws.ID},
		WorkspaceBuildNumber:    ws.LatestBuild.BuildNumber,
		WorkspaceAgentID:        taskAgentID,
		WorkspaceAgentLifecycle: taskAgentLifecycle,
		WorkspaceAgentHealth:    taskAgentHealth,
		WorkspaceAppID:          appID,
		CreatedAt:               ws.CreatedAt,
		UpdatedAt:               ws.UpdatedAt,
		InitialPrompt:           initialPrompt,
		Status:                  ws.LatestBuild.Status,
		CurrentState:            currentState,
	}
}

// tasksFromWorkspaces converts a slice of API workspaces into tasks, fetching
// prompts and mapping status/state. This method enforces that only AI task
// workspaces are given.
func (api *API) tasksFromWorkspaces(ctx context.Context, apiWorkspaces []codersdk.Workspace) ([]codersdk.Task, error) {
	// Fetch prompts for each workspace build and map by build ID.
	buildIDs := make([]uuid.UUID, 0, len(apiWorkspaces))
	for _, ws := range apiWorkspaces {
		buildIDs = append(buildIDs, ws.LatestBuild.ID)
	}
	parameters, err := api.Database.GetWorkspaceBuildParametersByBuildIDs(ctx, buildIDs)
	if err != nil {
		return nil, err
	}
	promptsByBuildID := make(map[uuid.UUID]string, len(parameters))
	for _, p := range parameters {
		if p.Name == codersdk.AITaskPromptParameterName {
			promptsByBuildID[p.WorkspaceBuildID] = p.Value
		}
	}

	tasks := make([]codersdk.Task, 0, len(apiWorkspaces))
	for _, ws := range apiWorkspaces {
		tasks = append(tasks, taskFromWorkspace(ws, promptsByBuildID[ws.LatestBuild.ID]))
	}

	return tasks, nil
}

// tasksListResponse wraps a list of experimental tasks.
//
// Experimental: Response shape is experimental and may change.
type tasksListResponse struct {
	Tasks []codersdk.Task `json:"tasks"`
	Count int             `json:"count"`
}

// @Summary List AI tasks
// @Description: EXPERIMENTAL: this endpoint is experimental and not guaranteed to be stable.
// @ID list-tasks
// @Security CoderSessionToken
// @Tags Experimental
// @Param q query string false "Search query for filtering tasks"
// @Param after_id query string false "Return tasks after this ID for pagination"
// @Param limit query int false "Maximum number of tasks to return" minimum(1) maximum(100) default(25)
// @Param offset query int false "Offset for pagination" minimum(0) default(0)
// @Success 200 {object} coderd.tasksListResponse
// @Router /api/experimental/tasks [get]
//
// EXPERIMENTAL: This endpoint is experimental and not guaranteed to be stable.
// tasksList is an experimental endpoint to list AI tasks by mapping
// workspaces to a task-shaped response.
func (api *API) tasksList(rw http.ResponseWriter, r *http.Request) {
	ctx := r.Context()
	apiKey := httpmw.APIKey(r)

	// Support standard pagination/filters for workspaces.
	page, ok := ParsePagination(rw, r)
	if !ok {
		return
	}
	queryStr := r.URL.Query().Get("q")
	filter, errs := searchquery.Workspaces(ctx, api.Database, queryStr, page, api.AgentInactiveDisconnectTimeout)
	if len(errs) > 0 {
		httpapi.Write(ctx, rw, http.StatusBadRequest, codersdk.Response{
			Message:     "Invalid workspace search query.",
			Validations: errs,
		})
		return
	}

	// Ensure that we only include AI task workspaces in the results.
	filter.HasAITask = sql.NullBool{Valid: true, Bool: true}

	if filter.OwnerUsername == "me" {
		filter.OwnerID = apiKey.UserID
		filter.OwnerUsername = ""
	}

	prepared, err := api.HTTPAuth.AuthorizeSQLFilter(r, policy.ActionRead, rbac.ResourceWorkspace.Type)
	if err != nil {
		httpapi.Write(ctx, rw, http.StatusInternalServerError, codersdk.Response{
			Message: "Internal error preparing sql filter.",
			Detail:  err.Error(),
		})
		return
	}

	// Order with requester's favorites first, include summary row.
	filter.RequesterID = apiKey.UserID
	filter.WithSummary = true

	workspaceRows, err := api.Database.GetAuthorizedWorkspaces(ctx, filter, prepared)
	if err != nil {
		httpapi.Write(ctx, rw, http.StatusInternalServerError, codersdk.Response{
			Message: "Internal error fetching workspaces.",
			Detail:  err.Error(),
		})
		return
	}
	if len(workspaceRows) == 0 {
		httpapi.Write(ctx, rw, http.StatusInternalServerError, codersdk.Response{
			Message: "Internal error fetching workspaces.",
			Detail:  "Workspace summary row is missing.",
		})
		return
	}
	if len(workspaceRows) == 1 {
		httpapi.Write(ctx, rw, http.StatusOK, tasksListResponse{
			Tasks: []codersdk.Task{},
			Count: 0,
		})
		return
	}

	// Skip summary row.
	workspaceRows = workspaceRows[:len(workspaceRows)-1]

	workspaces := database.ConvertWorkspaceRows(workspaceRows)

	// Gather associated data and convert to API workspaces.
	data, err := api.workspaceData(ctx, workspaces)
	if err != nil {
		httpapi.Write(ctx, rw, http.StatusInternalServerError, codersdk.Response{
			Message: "Internal error fetching workspace resources.",
			Detail:  err.Error(),
		})
		return
	}
	apiWorkspaces, err := convertWorkspaces(apiKey.UserID, workspaces, data)
	if err != nil {
		httpapi.Write(ctx, rw, http.StatusInternalServerError, codersdk.Response{
			Message: "Internal error converting workspaces.",
			Detail:  err.Error(),
		})
		return
	}

	tasks, err := api.tasksFromWorkspaces(ctx, apiWorkspaces)
	if err != nil {
		httpapi.Write(ctx, rw, http.StatusInternalServerError, codersdk.Response{
			Message: "Internal error fetching task prompts and states.",
			Detail:  err.Error(),
		})
		return
	}

	httpapi.Write(ctx, rw, http.StatusOK, tasksListResponse{
		Tasks: tasks,
		Count: len(tasks),
	})
}

// @Summary Get AI task by ID
// @Description: EXPERIMENTAL: this endpoint is experimental and not guaranteed to be stable.
// @ID get-task
// @Security CoderSessionToken
// @Tags Experimental
// @Param user path string true "Username, user ID, or 'me' for the authenticated user"
// @Param id path string true "Task ID" format(uuid)
// @Success 200 {object} codersdk.Task
// @Router /api/experimental/tasks/{user}/{id} [get]
//
// EXPERIMENTAL: This endpoint is experimental and not guaranteed to be stable.
// taskGet is an experimental endpoint to fetch a single AI task by ID
// (workspace ID). It returns a synthesized task response including
// prompt and status.
func (api *API) taskGet(rw http.ResponseWriter, r *http.Request) {
	ctx := r.Context()
	apiKey := httpmw.APIKey(r)

	idStr := chi.URLParam(r, "id")
	taskID, err := uuid.Parse(idStr)
	if err != nil {
		httpapi.Write(ctx, rw, http.StatusBadRequest, codersdk.Response{
			Message: fmt.Sprintf("Invalid UUID %q for task ID.", idStr),
		})
		return
	}

	// For now, taskID = workspaceID, once we have a task data model in
	// the DB, we can change this lookup.
	workspaceID := taskID
	workspace, err := api.Database.GetWorkspaceByID(ctx, workspaceID)
	if httpapi.Is404Error(err) {
		httpapi.ResourceNotFound(rw)
		return
	}
	if err != nil {
		httpapi.Write(ctx, rw, http.StatusInternalServerError, codersdk.Response{
			Message: "Internal error fetching workspace.",
			Detail:  err.Error(),
		})
		return
	}

	data, err := api.workspaceData(ctx, []database.Workspace{workspace})
	if err != nil {
		httpapi.Write(ctx, rw, http.StatusInternalServerError, codersdk.Response{
			Message: "Internal error fetching workspace resources.",
			Detail:  err.Error(),
		})
		return
	}
	if len(data.builds) == 0 || len(data.templates) == 0 {
		httpapi.ResourceNotFound(rw)
		return
	}
	if data.builds[0].HasAITask == nil || !*data.builds[0].HasAITask {
		// TODO(DanielleMaywood):
		// This is a temporary workaround. When a task has just been created, but
		// not yet provisioned, the workspace build will not have `HasAITask` set.
		//
		// When we reach this code flow, it is _either_ because the workspace is
		// not a task, or it is a task that has not yet been provisioned. This
		// endpoint should rarely be called with a non-task workspace so we
		// should be fine with this extra database call to check if it has the
		// special "AI Task" parameter.
		parameters, err := api.Database.GetWorkspaceBuildParameters(ctx, data.builds[0].ID)
		if err != nil {
			httpapi.Write(ctx, rw, http.StatusInternalServerError, codersdk.Response{
				Message: "Internal error fetching workspace build parameters.",
				Detail:  err.Error(),
			})
			return
		}

		_, hasAITask := slice.Find(parameters, func(t database.WorkspaceBuildParameter) bool {
			return t.Name == codersdk.AITaskPromptParameterName
		})

		if !hasAITask {
			httpapi.ResourceNotFound(rw)
			return
		}
	}

	appStatus := codersdk.WorkspaceAppStatus{}
	if len(data.appStatuses) > 0 {
		appStatus = data.appStatuses[0]
	}

	ws, err := convertWorkspace(
		apiKey.UserID,
		workspace,
		data.builds[0],
		data.templates[0],
		api.Options.AllowWorkspaceRenames,
		appStatus,
	)
	if err != nil {
		httpapi.Write(ctx, rw, http.StatusInternalServerError, codersdk.Response{
			Message: "Internal error converting workspace.",
			Detail:  err.Error(),
		})
		return
	}

	tasks, err := api.tasksFromWorkspaces(ctx, []codersdk.Workspace{ws})
	if err != nil {
		httpapi.Write(ctx, rw, http.StatusInternalServerError, codersdk.Response{
			Message: "Internal error fetching task prompt and state.",
			Detail:  err.Error(),
		})
		return
	}

	httpapi.Write(ctx, rw, http.StatusOK, tasks[0])
}

// @Summary Delete AI task by ID
// @Description: EXPERIMENTAL: this endpoint is experimental and not guaranteed to be stable.
// @ID delete-task
// @Security CoderSessionToken
// @Tags Experimental
// @Param user path string true "Username, user ID, or 'me' for the authenticated user"
// @Param id path string true "Task ID" format(uuid)
// @Success 202 "Task deletion initiated"
// @Router /api/experimental/tasks/{user}/{id} [delete]
//
// EXPERIMENTAL: This endpoint is experimental and not guaranteed to be stable.
// taskDelete is an experimental endpoint to delete a task by ID (workspace ID).
// It creates a delete workspace build and returns 202 Accepted if the build was
// created.
func (api *API) taskDelete(rw http.ResponseWriter, r *http.Request) {
	ctx := r.Context()
	apiKey := httpmw.APIKey(r)

	idStr := chi.URLParam(r, "id")
	taskID, err := uuid.Parse(idStr)
	if err != nil {
		httpapi.Write(ctx, rw, http.StatusBadRequest, codersdk.Response{
			Message: fmt.Sprintf("Invalid UUID %q for task ID.", idStr),
		})
		return
	}

	// For now, taskID = workspaceID, once we have a task data model in
	// the DB, we can change this lookup.
	workspaceID := taskID
	workspace, err := api.Database.GetWorkspaceByID(ctx, workspaceID)
	if httpapi.Is404Error(err) {
		httpapi.ResourceNotFound(rw)
		return
	}
	if err != nil {
		httpapi.Write(ctx, rw, http.StatusInternalServerError, codersdk.Response{
			Message: "Internal error fetching workspace.",
			Detail:  err.Error(),
		})
		return
	}

	data, err := api.workspaceData(ctx, []database.Workspace{workspace})
	if err != nil {
		httpapi.Write(ctx, rw, http.StatusInternalServerError, codersdk.Response{
			Message: "Internal error fetching workspace resources.",
			Detail:  err.Error(),
		})
		return
	}
	if len(data.builds) == 0 || len(data.templates) == 0 {
		httpapi.ResourceNotFound(rw)
		return
	}
	if data.builds[0].HasAITask == nil || !*data.builds[0].HasAITask {
		httpapi.ResourceNotFound(rw)
		return
	}

	// Construct a request to the workspace build creation handler to
	// initiate deletion.
	buildReq := codersdk.CreateWorkspaceBuildRequest{
		Transition: codersdk.WorkspaceTransitionDelete,
		Reason:     "Deleted via tasks API",
	}

	_, err = api.postWorkspaceBuildsInternal(
		ctx,
		apiKey,
		workspace,
		buildReq,
		func(action policy.Action, object rbac.Objecter) bool {
			return api.Authorize(r, action, object)
		},
		audit.WorkspaceBuildBaggageFromRequest(r),
	)
	if err != nil {
		httperror.WriteWorkspaceBuildError(ctx, rw, err)
		return
	}

	// Delete build created successfully.
	rw.WriteHeader(http.StatusAccepted)
}

// @Summary Send input to AI task
// @Description: EXPERIMENTAL: this endpoint is experimental and not guaranteed to be stable.
// @ID send-task-input
// @Security CoderSessionToken
// @Tags Experimental
// @Param user path string true "Username, user ID, or 'me' for the authenticated user"
// @Param id path string true "Task ID" format(uuid)
// @Param request body codersdk.TaskSendRequest true "Task input request"
// @Success 204 "Input sent successfully"
// @Router /api/experimental/tasks/{user}/{id}/send [post]
//
// EXPERIMENTAL: This endpoint is experimental and not guaranteed to be stable.
// taskSend submits task input to the tasks sidebar app by dialing the agent
// directly over the tailnet. We enforce ApplicationConnect RBAC on the
// workspace and validate the sidebar app health.
func (api *API) taskSend(rw http.ResponseWriter, r *http.Request) {
	ctx := r.Context()

	idStr := chi.URLParam(r, "id")
	taskID, err := uuid.Parse(idStr)
	if err != nil {
		httpapi.Write(ctx, rw, http.StatusBadRequest, codersdk.Response{
			Message: fmt.Sprintf("Invalid UUID %q for task ID.", idStr),
		})
		return
	}

	var req codersdk.TaskSendRequest
	if !httpapi.Read(ctx, rw, r, &req) {
		return
	}
	if req.Input == "" {
		httpapi.Write(ctx, rw, http.StatusBadRequest, codersdk.Response{
			Message: "Task input is required.",
		})
		return
	}

	if err = api.authAndDoWithTaskSidebarAppClient(r, taskID, func(ctx context.Context, client *http.Client, appURL *url.URL) error {
		agentAPIClient, err := aiagentapi.NewClient(appURL.String(), aiagentapi.WithHTTPClient(client))
		if err != nil {
			return httperror.NewResponseError(http.StatusBadGateway, codersdk.Response{
				Message: "Failed to create agentapi client.",
				Detail:  err.Error(),
			})
		}

		statusResp, err := agentAPIClient.GetStatus(ctx)
		if err != nil {
			return httperror.NewResponseError(http.StatusBadGateway, codersdk.Response{
				Message: "Failed to get status from task app.",
				Detail:  err.Error(),
			})
		}

		if statusResp.Status != aiagentapi.StatusStable {
			return httperror.NewResponseError(http.StatusBadGateway, codersdk.Response{
				Message: "Task app is not ready to accept input.",
				Detail:  fmt.Sprintf("Status: %s", statusResp.Status),
			})
		}

		_, err = agentAPIClient.PostMessage(ctx, aiagentapi.PostMessageParams{
			Content: req.Input,
			Type:    aiagentapi.MessageTypeUser,
		})
		if err != nil {
			return httperror.NewResponseError(http.StatusBadGateway, codersdk.Response{
				Message: "Task app rejected the message.",
				Detail:  err.Error(),
			})
		}

		return nil
	}); err != nil {
		httperror.WriteResponseError(ctx, rw, err)
		return
	}

	rw.WriteHeader(http.StatusNoContent)
}

// @Summary Get AI task logs
// @Description: EXPERIMENTAL: this endpoint is experimental and not guaranteed to be stable.
// @ID get-task-logs
// @Security CoderSessionToken
// @Tags Experimental
// @Param user path string true "Username, user ID, or 'me' for the authenticated user"
// @Param id path string true "Task ID" format(uuid)
// @Success 200 {object} codersdk.TaskLogsResponse
// @Router /api/experimental/tasks/{user}/{id}/logs [get]
//
// EXPERIMENTAL: This endpoint is experimental and not guaranteed to be stable.
// taskLogs reads task output by dialing the agent directly over the tailnet.
// We enforce ApplicationConnect RBAC on the workspace and validate the sidebar app health.
func (api *API) taskLogs(rw http.ResponseWriter, r *http.Request) {
	ctx := r.Context()

	idStr := chi.URLParam(r, "id")
	taskID, err := uuid.Parse(idStr)
	if err != nil {
		httpapi.Write(ctx, rw, http.StatusBadRequest, codersdk.Response{
			Message: fmt.Sprintf("Invalid UUID %q for task ID.", idStr),
		})
		return
	}

	var out codersdk.TaskLogsResponse
	if err := api.authAndDoWithTaskSidebarAppClient(r, taskID, func(ctx context.Context, client *http.Client, appURL *url.URL) error {
		agentAPIClient, err := aiagentapi.NewClient(appURL.String(), aiagentapi.WithHTTPClient(client))
		if err != nil {
			return httperror.NewResponseError(http.StatusBadGateway, codersdk.Response{
				Message: "Failed to create agentapi client.",
				Detail:  err.Error(),
			})
		}

		messagesResp, err := agentAPIClient.GetMessages(ctx)
		if err != nil {
			return httperror.NewResponseError(http.StatusBadGateway, codersdk.Response{
				Message: "Failed to get messages from task app.",
				Detail:  err.Error(),
			})
		}

		logs := make([]codersdk.TaskLogEntry, 0, len(messagesResp.Messages))
		for _, m := range messagesResp.Messages {
			var typ codersdk.TaskLogType
			switch m.Role {
			case aiagentapi.RoleUser:
				typ = codersdk.TaskLogTypeInput
			case aiagentapi.RoleAgent:
				typ = codersdk.TaskLogTypeOutput
			default:
				return httperror.NewResponseError(http.StatusBadGateway, codersdk.Response{
					Message: "Invalid task app response message role.",
					Detail:  fmt.Sprintf(`Expected "user" or "agent", got %q.`, m.Role),
				})
			}
			logs = append(logs, codersdk.TaskLogEntry{
				ID:      int(m.Id),
				Content: m.Content,
				Type:    typ,
				Time:    m.Time,
			})
		}
		out = codersdk.TaskLogsResponse{Logs: logs}
		return nil
	}); err != nil {
		httperror.WriteResponseError(ctx, rw, err)
		return
	}

	httpapi.Write(ctx, rw, http.StatusOK, out)
}

// authAndDoWithTaskSidebarAppClient centralizes the shared logic to:
//
//   - Fetch the task workspace
//   - Authorize ApplicationConnect on the workspace
//   - Validate the AI task and sidebar app health
//   - Dial the agent and construct an HTTP client to the apps loopback URL
//
// The provided callback receives the context, an HTTP client that dials via the
// agent, and the base app URL (as a value URL) to perform any request.
func (api *API) authAndDoWithTaskSidebarAppClient(
	r *http.Request,
	taskID uuid.UUID,
	do func(ctx context.Context, client *http.Client, appURL *url.URL) error,
) error {
	ctx := r.Context()

	workspaceID := taskID
	workspace, err := api.Database.GetWorkspaceByID(ctx, workspaceID)
	if err != nil {
		if httpapi.Is404Error(err) {
			return httperror.ErrResourceNotFound
		}
		return httperror.NewResponseError(http.StatusInternalServerError, codersdk.Response{
			Message: "Internal error fetching workspace.",
			Detail:  err.Error(),
		})
	}

	// Connecting to applications requires ApplicationConnect on the workspace.
	if !api.Authorize(r, policy.ActionApplicationConnect, workspace) {
		return httperror.ErrResourceNotFound
	}

	data, err := api.workspaceData(ctx, []database.Workspace{workspace})
	if err != nil {
		return httperror.NewResponseError(http.StatusInternalServerError, codersdk.Response{
			Message: "Internal error fetching workspace resources.",
			Detail:  err.Error(),
		})
	}
	if len(data.builds) == 0 || len(data.templates) == 0 {
		return httperror.ErrResourceNotFound
	}
	build := data.builds[0]
	if build.HasAITask == nil || !*build.HasAITask || build.AITaskSidebarAppID == nil || *build.AITaskSidebarAppID == uuid.Nil {
		return httperror.NewResponseError(http.StatusBadRequest, codersdk.Response{
			Message: "Task is not configured with a sidebar app.",
		})
	}

	// Find the sidebar app details to get the URL and validate app health.
	sidebarAppID := *build.AITaskSidebarAppID
	agentID, sidebarApp, ok := func() (uuid.UUID, codersdk.WorkspaceApp, bool) {
		for _, res := range build.Resources {
			for _, agent := range res.Agents {
				for _, app := range agent.Apps {
					if app.ID == sidebarAppID {
						return agent.ID, app, true
					}
				}
			}
		}
		return uuid.Nil, codersdk.WorkspaceApp{}, false
	}()
	if !ok {
		return httperror.NewResponseError(http.StatusBadRequest, codersdk.Response{
			Message: "Task sidebar app not found in latest build.",
		})
	}

	// Return an informative error if the app isn't healthy rather than trying
	// and failing.
	switch sidebarApp.Health {
	case codersdk.WorkspaceAppHealthDisabled:
		// No health check, pass through.
	case codersdk.WorkspaceAppHealthInitializing:
		return httperror.NewResponseError(http.StatusServiceUnavailable, codersdk.Response{
			Message: "Task sidebar app is initializing. Try again shortly.",
		})
	case codersdk.WorkspaceAppHealthUnhealthy:
		return httperror.NewResponseError(http.StatusServiceUnavailable, codersdk.Response{
			Message: "Task sidebar app is unhealthy.",
		})
	}

	// Build the direct app URL and dial the agent.
	if sidebarApp.URL == "" {
		return httperror.NewResponseError(http.StatusInternalServerError, codersdk.Response{
			Message: "Task sidebar app URL is not configured.",
		})
	}
	parsedURL, err := url.Parse(sidebarApp.URL)
	if err != nil {
		return httperror.NewResponseError(http.StatusInternalServerError, codersdk.Response{
			Message: "Internal error parsing task app URL.",
			Detail:  err.Error(),
		})
	}
	if parsedURL.Scheme != "http" {
		return httperror.NewResponseError(http.StatusBadRequest, codersdk.Response{
			Message: "Only http scheme is supported for direct agent-dial.",
		})
	}

	dialCtx, dialCancel := context.WithTimeout(ctx, time.Second*30)
	defer dialCancel()
	agentConn, release, err := api.agentProvider.AgentConn(dialCtx, agentID)
	if err != nil {
		return httperror.NewResponseError(http.StatusBadGateway, codersdk.Response{
			Message: "Failed to reach task app endpoint.",
			Detail:  err.Error(),
		})
	}
	defer release()

	client := &http.Client{
		Transport: &http.Transport{
			DialContext: func(ctx context.Context, network, addr string) (net.Conn, error) {
				return agentConn.DialContext(ctx, network, addr)
			},
		},
	}
	return do(ctx, client, parsedURL)
}