Files
coder/coderd/x/chatd/quickgen_internal_test.go
T
Michael Suchacz 9168dbf4d3 refactor(coderd/x/chatd): unify LLM model-call construction behind a resolver (#28145)
Centralizes every LLM client build in chatd behind one resolver and
makes all model calls behave the same, instead of preserving per-flow
quirks.

## Why

`chatd` built LLM clients in five places (standard turn, compaction
override, quickgen, title override, advisor), each repeating config
parsing, route resolution, client construction, and debug wrapping with
slightly different behavior. An earlier iteration of this PR centralized
construction but preserved every historical quirk behind
purpose-specific spec constructors and policy flags. Review concluded
the quirks themselves were the problem.

## What changed

- `Server.resolveModelCall` (`modelcall.go`) is the single pipeline from
a `modelCallSpec` to a ready client plus call metadata. Callers build
spec literals inline; the only spec fields are data: model source (chat
config, explicit config row, or fixed provider/model pair for computer
use), requested reasoning effort, chatd-scoped routing, and build
options.
- Uniform behavior for every call:
- Provider options are always derived. Whole-chat summaries, turn status
labels, and chat-model compaction summaries previously sent none; they
now follow the config like everything else.
- `MaxOutputTokens` always defaults to 32k when the config leaves it
unset. The compaction summary call nulls the cap after copying the
template because it is non-streaming and the Anthropic SDK rejects
non-streaming requests whose cap implies a completion over ten minutes.
- Debug recording always wraps the client when chat debug is enabled,
labeled with the resolved provider/model. The debug-rebuild paths
(`manualTitleDebugSpec`, `quickgenDebugSpec`) are deleted; debug helpers
now only create and finalize run records, since run association flows
through the generate context, not the model.
- Clients are always constructed with the configured model string and
unmutated route, so AI Gateway validation sees the name exactly as
configured. The resolved identity feeds metadata, logs, and debug labels
only.
- `resolvedModelCall.newCall` / `newObjectCall` are the only production
constructors of `fantasy.Call` / `fantasy.ObjectCall`; object calls now
carry the config's sampling parameters.
- Net: -240 lines.

## Validation

- Full `./coderd/x/chatd/...` suite green (PostgreSQL-backed).
- Red-green toggles verified for the three key unifications (option
derivation, token default, summary cap removal).
- ARCHITECTURE.md: prose the refactor made stale is deleted; no new
resolver documentation is added.

> Mux acted on Mike's behalf for this PR.
2026-08-20 20:54:52 +00:00

1220 lines
38 KiB
Go

package chatd
import (
"context"
"database/sql"
"encoding/json"
"net/http"
"net/http/httptest"
"strings"
"testing"
"time"
"charm.land/fantasy"
fantasyopenai "charm.land/fantasy/providers/openai"
fantasyopenaicompat "charm.land/fantasy/providers/openaicompat"
"github.com/google/uuid"
"github.com/sqlc-dev/pqtype"
"github.com/stretchr/testify/require"
"go.uber.org/mock/gomock"
"golang.org/x/xerrors"
"cdr.dev/slog/v3/sloggers/slogtest"
"github.com/coder/coder/v2/coderd/database"
"github.com/coder/coder/v2/coderd/database/dbgen"
"github.com/coder/coder/v2/coderd/database/dbmock"
"github.com/coder/coder/v2/coderd/database/dbtestutil"
dbpubsub "github.com/coder/coder/v2/coderd/database/pubsub"
"github.com/coder/coder/v2/coderd/x/chatd/chatprompt"
"github.com/coder/coder/v2/coderd/x/chatd/chatprovider"
"github.com/coder/coder/v2/coderd/x/chatd/chattest"
"github.com/coder/coder/v2/codersdk"
"github.com/coder/coder/v2/testutil"
)
func Test_extractManualTitleTurns(t *testing.T) {
t.Parallel()
pasteFileID := uuid.New()
tests := []struct {
name string
messages []database.ChatMessage
pasteText map[uuid.UUID]string
want []manualTitleTurn
}{
{
name: "paste only user message resolves via paste text",
messages: []database.ChatMessage{
mustChatMessage(t, database.ChatMessageRoleUser, database.ChatMessageVisibilityBoth,
codersdk.ChatMessageFile(pasteFileID, "text/plain", "pasted-text-2026-01-02-03-04-05.txt"),
),
},
pasteText: map[uuid.UUID]string{pasteFileID: "pasted panic output"},
want: []manualTitleTurn{{role: "user", text: "pasted panic output"}},
},
{
name: "filters to visible user and assistant text turns",
messages: []database.ChatMessage{
mustChatMessage(t, database.ChatMessageRoleUser, database.ChatMessageVisibilityBoth,
codersdk.ChatMessagePart{Type: codersdk.ChatMessagePartTypeText, Text: " review quickgen helpers "},
),
mustChatMessage(t, database.ChatMessageRoleAssistant, database.ChatMessageVisibilityBoth,
codersdk.ChatMessagePart{Type: codersdk.ChatMessagePartTypeText, Text: " drafted a plan "},
),
mustChatMessage(t, database.ChatMessageRoleSystem, database.ChatMessageVisibilityBoth,
codersdk.ChatMessagePart{Type: codersdk.ChatMessagePartTypeText, Text: "system prompt"},
),
mustChatMessage(t, database.ChatMessageRoleTool, database.ChatMessageVisibilityBoth,
codersdk.ChatMessagePart{Type: codersdk.ChatMessagePartTypeText, Text: "tool output"},
),
mustChatMessage(t, database.ChatMessageRoleUser, database.ChatMessageVisibilityModel,
codersdk.ChatMessagePart{Type: codersdk.ChatMessagePartTypeText, Text: "hidden model note"},
),
mustChatMessage(t, database.ChatMessageRoleUser, database.ChatMessageVisibilityBoth,
codersdk.ChatMessagePart{Type: codersdk.ChatMessagePartTypeText, Text: " "},
),
mustChatMessage(t, database.ChatMessageRoleAssistant, database.ChatMessageVisibilityBoth,
codersdk.ChatMessagePart{Type: codersdk.ChatMessagePartTypeReasoning, Text: "reasoning only"},
),
mustChatMessage(t, database.ChatMessageRoleUser, database.ChatMessageVisibilityBoth,
codersdk.ChatMessagePart{Type: codersdk.ChatMessagePartTypeFile, MediaType: "text/plain"},
),
},
want: []manualTitleTurn{
{role: "user", text: "review quickgen helpers"},
{role: "assistant", text: "drafted a plan"},
},
},
{
name: "reuses text extraction for multi-part content",
messages: []database.ChatMessage{
mustChatMessage(t, database.ChatMessageRoleUser, database.ChatMessageVisibilityBoth,
codersdk.ChatMessagePart{Type: codersdk.ChatMessagePartTypeText, Text: "first chunk"},
codersdk.ChatMessagePart{Type: codersdk.ChatMessagePartTypeReasoning, Text: "skip me"},
codersdk.ChatMessagePart{Type: codersdk.ChatMessagePartTypeText, Text: " second chunk "},
),
},
want: []manualTitleTurn{{role: "user", text: "first chunk second chunk"}},
},
}
for _, tt := range tests {
t.Run(tt.name, func(t *testing.T) {
t.Parallel()
got := extractManualTitleTurns(tt.messages, tt.pasteText)
require.Equal(t, tt.want, got)
})
}
}
func Test_selectManualTitleTurnIndexes(t *testing.T) {
t.Parallel()
tests := []struct {
name string
turns []manualTitleTurn
want []int
}{
{
name: "single user turn",
turns: []manualTitleTurn{
{role: "user", text: "one"},
},
want: []int{0},
},
{
name: "first user plus trailing window",
turns: []manualTitleTurn{
{role: "user", text: "one"},
{role: "assistant", text: "two"},
{role: "user", text: "three"},
{role: "assistant", text: "four"},
{role: "user", text: "five"},
},
want: []int{0, 2, 3, 4},
},
{
name: "two turns returns both",
turns: []manualTitleTurn{
{role: "user", text: "one"},
{role: "assistant", text: "two"},
},
want: []int{0, 1},
},
{
name: "prepends first user when before trailing window",
turns: []manualTitleTurn{
{role: "assistant", text: "intro"},
{role: "assistant", text: "setup"},
{role: "user", text: "goal"},
{role: "assistant", text: "a"},
{role: "assistant", text: "b"},
{role: "assistant", text: "c"},
},
want: []int{2, 3, 4, 5},
},
{
name: "ten plus turns keeps first user and last three",
turns: []manualTitleTurn{
{role: "assistant", text: "0"},
{role: "assistant", text: "1"},
{role: "user", text: "2"},
{role: "assistant", text: "3"},
{role: "assistant", text: "4"},
{role: "assistant", text: "5"},
{role: "assistant", text: "6"},
{role: "assistant", text: "7"},
{role: "assistant", text: "8"},
{role: "user", text: "9"},
{role: "assistant", text: "10"},
{role: "user", text: "11"},
},
want: []int{2, 9, 10, 11},
},
{
name: "no user turns",
turns: []manualTitleTurn{
{role: "assistant", text: "one"},
{role: "assistant", text: "two"},
},
want: nil,
},
}
for _, tt := range tests {
t.Run(tt.name, func(t *testing.T) {
t.Parallel()
got := selectManualTitleTurnIndexes(tt.turns)
require.Equal(t, tt.want, got)
})
}
}
func Test_buildManualTitleContext(t *testing.T) {
t.Parallel()
longConversationText := strings.Repeat("a", 3500)
longLatestUserText := strings.Repeat("z", 1200)
tests := []struct {
name string
turns []manualTitleTurn
selected []int
wantConversation string
wantConversationEmpty bool
wantConversationHasGap bool
wantConversationRunes int
wantLatestUser string
wantLatestUserRunes int
wantLatestUserContains string
wantLatestUserNotEmpty bool
}{
{
name: "adds gap marker when selected turns skip earlier context",
turns: []manualTitleTurn{
{role: "user", text: "open pull request"},
{role: "assistant", text: "checked CI"},
{role: "user", text: "review logs"},
{role: "assistant", text: "found flaky test"},
{role: "user", text: "update chat title"},
},
selected: []int{0, 3, 4},
wantConversationHasGap: true,
wantLatestUser: "update chat title",
},
{
name: "omits gap marker for contiguous selection",
turns: []manualTitleTurn{
{role: "user", text: "open pull request"},
{role: "assistant", text: "checked CI"},
{role: "user", text: "update chat title"},
},
selected: []int{0, 1, 2},
wantConversation: "[user]: open pull request\n[assistant]: checked CI\n[user]: update chat title",
wantConversationHasGap: false,
wantLatestUser: "update chat title",
},
{
name: "single useful user turn returns empty conversation block",
turns: []manualTitleTurn{{role: "user", text: "rename helper"}},
selected: []int{0},
wantConversationEmpty: true,
wantLatestUser: "rename helper",
},
{
name: "truncates conversation block at six thousand runes",
turns: []manualTitleTurn{
{role: "user", text: longConversationText},
{role: "assistant", text: longConversationText},
{role: "user", text: "latest"},
},
selected: []int{0, 1, 2},
wantConversationRunes: 6000,
wantLatestUser: "latest",
},
{
name: "truncates latest user message at one thousand runes",
turns: []manualTitleTurn{
{role: "user", text: "first"},
{role: "assistant", text: "reply"},
{role: "user", text: longLatestUserText},
},
selected: []int{0, 1, 2},
wantLatestUserRunes: 1000,
wantLatestUserContains: strings.Repeat("z", 1000),
wantLatestUserNotEmpty: true,
},
}
for _, tt := range tests {
t.Run(tt.name, func(t *testing.T) {
t.Parallel()
conversationBlock, latestUserMsg := buildManualTitleContext(tt.turns, tt.selected)
if tt.wantConversationEmpty {
require.Empty(t, conversationBlock)
}
if tt.wantConversation != "" {
require.Equal(t, tt.wantConversation, conversationBlock)
}
if tt.wantConversationHasGap {
require.Contains(t, conversationBlock, "[... 2 earlier turns omitted ...]")
} else if !tt.wantConversationEmpty {
require.NotContains(t, conversationBlock, "earlier turns omitted")
}
if tt.wantConversationRunes > 0 {
require.Len(t, []rune(conversationBlock), tt.wantConversationRunes)
}
if tt.wantLatestUser != "" {
require.Equal(t, tt.wantLatestUser, latestUserMsg)
}
if tt.wantLatestUserRunes > 0 {
require.Len(t, []rune(latestUserMsg), tt.wantLatestUserRunes)
}
if tt.wantLatestUserContains != "" {
require.Equal(t, tt.wantLatestUserContains, latestUserMsg)
}
if tt.wantLatestUserNotEmpty {
require.NotEmpty(t, latestUserMsg)
}
})
}
}
func Test_renderManualTitlePrompt(t *testing.T) {
t.Parallel()
longFirstUserText := strings.Repeat("b", 1501)
tests := []struct {
name string
conversationBlock string
firstUserText string
latestUserMsg string
wantConversationSample bool
wantLatestSection bool
}{
{
name: "includes conversation sample when provided",
conversationBlock: "[user]: inspect logs\n[assistant]: found flaky test",
firstUserText: "inspect logs",
latestUserMsg: "update quickgen title",
wantConversationSample: true,
wantLatestSection: true,
},
{
name: "omits optional sections when not needed",
conversationBlock: "",
firstUserText: "inspect logs",
latestUserMsg: "inspect logs",
wantConversationSample: false,
wantLatestSection: false,
},
{
name: "latest section compares trimmed text",
conversationBlock: "",
firstUserText: "inspect logs",
latestUserMsg: " inspect logs ",
wantConversationSample: false,
wantLatestSection: false,
},
{
name: "omits latest section when same message truncated",
conversationBlock: "",
firstUserText: longFirstUserText,
latestUserMsg: truncateRunes(longFirstUserText, 1000),
wantConversationSample: false,
wantLatestSection: false,
},
}
for _, tt := range tests {
t.Run(tt.name, func(t *testing.T) {
t.Parallel()
prompt := renderManualTitlePrompt(tt.conversationBlock, tt.firstUserText, tt.latestUserMsg)
require.Contains(t, prompt, "Primary user objective:")
require.Contains(t, prompt, "Requirements:")
require.Contains(t, prompt, "- Return only the title text in 2-8 words.")
require.Contains(t, prompt, "Do not answer the user or describe the title-writing task")
require.Contains(t, prompt, "stay close to the user's wording")
require.Contains(t, prompt, "same language as the user's messages")
if tt.wantConversationSample {
require.Contains(t, prompt, "Conversation sample:")
require.Contains(t, prompt, tt.conversationBlock)
} else {
require.NotContains(t, prompt, "Conversation sample:")
}
if tt.wantLatestSection {
require.Contains(t, prompt, "The user's most recent message:")
require.Contains(t, prompt, "Note: Weight the overall conversation arc more heavily than just the latest message.")
require.Contains(t, prompt, strings.TrimSpace(tt.latestUserMsg))
} else {
require.NotContains(t, prompt, "The user's most recent message:")
require.NotContains(t, prompt, "Weight the overall conversation arc more heavily")
}
})
}
}
func Test_titleInput(t *testing.T) {
t.Parallel()
pasteFileID := uuid.New()
pasteContent := "pasted stack trace with details"
pasteMessage := mustChatMessage(t, database.ChatMessageRoleUser, database.ChatMessageVisibilityBoth,
codersdk.ChatMessageFile(pasteFileID, "text/plain", "pasted-text-2026-01-02-03-04-05.txt"),
)
textMessage := mustChatMessage(t, database.ChatMessageRoleUser, database.ChatMessageVisibilityBoth,
codersdk.ChatMessageText("summarize build logs"),
)
tests := []struct {
name string
chat database.Chat
messages []database.ChatMessage
pasteText map[uuid.UUID]string
wantInput string
wantOK bool
}{
{
name: "text message with fallback title is eligible",
chat: database.Chat{Title: chatprompt.FallbackTitle("summarize build logs")},
messages: []database.ChatMessage{textMessage},
wantInput: "summarize build logs",
wantOK: true,
},
{
name: "paste only message with resolved paste text is eligible",
chat: database.Chat{Title: chatprompt.FallbackTitle(pasteContent)},
messages: []database.ChatMessage{pasteMessage},
pasteText: map[uuid.UUID]string{pasteFileID: pasteContent},
wantInput: pasteContent,
wantOK: true,
},
{
name: "paste only message without resolved paste text is skipped",
chat: database.Chat{Title: "New Chat"},
messages: []database.ChatMessage{pasteMessage},
wantOK: false,
},
{
name: "paste only message with user renamed title is skipped",
chat: database.Chat{Title: "my custom name"},
messages: []database.ChatMessage{pasteMessage},
pasteText: map[uuid.UUID]string{pasteFileID: pasteContent},
wantOK: false,
},
{
name: "assistant reply disables generation",
chat: database.Chat{Title: chatprompt.FallbackTitle(pasteContent)},
messages: []database.ChatMessage{
pasteMessage,
mustChatMessage(t, database.ChatMessageRoleAssistant, database.ChatMessageVisibilityBoth,
codersdk.ChatMessageText("done"),
),
},
pasteText: map[uuid.UUID]string{pasteFileID: pasteContent},
wantOK: false,
},
}
for _, tt := range tests {
t.Run(tt.name, func(t *testing.T) {
t.Parallel()
input, ok := titleInput(tt.chat, tt.messages, tt.pasteText)
require.Equal(t, tt.wantOK, ok)
require.Equal(t, tt.wantInput, input)
})
}
}
func Test_titlePasteText(t *testing.T) {
t.Parallel()
pasteFileID := uuid.New()
pasteMessage := mustChatMessage(t, database.ChatMessageRoleUser, database.ChatMessageVisibilityBoth,
codersdk.ChatMessageFile(pasteFileID, "text/plain", "pasted-text-2026-01-02-03-04-05.txt"),
)
t.Run("skips fetch when user messages have text", func(t *testing.T) {
t.Parallel()
ctrl := gomock.NewController(t)
// No GetChatFileDataPrefixesByIDs expectation: a fetch would
// fail the test.
db := dbmock.NewMockStore(ctrl)
pasteText, err := titlePasteText(context.Background(), db, []database.ChatMessage{
mustChatMessage(t, database.ChatMessageRoleUser, database.ChatMessageVisibilityBoth,
codersdk.ChatMessageText("typed text"),
codersdk.ChatMessageFile(pasteFileID, "text/plain", "pasted-text-2026-01-02-03-04-05.txt"),
),
})
require.NoError(t, err)
require.Nil(t, pasteText)
})
t.Run("resolves paste content for paste only user messages", func(t *testing.T) {
t.Parallel()
ctrl := gomock.NewController(t)
db := dbmock.NewMockStore(ctrl)
db.EXPECT().GetChatFileDataPrefixesByIDs(gomock.Any(), database.GetChatFileDataPrefixesByIDsParams{
IDs: []uuid.UUID{pasteFileID},
PrefixBytes: chatprompt.TitlePasteBytePrefix,
}).Return([]database.GetChatFileDataPrefixesByIDsRow{
{ID: pasteFileID, DataPrefix: []byte("pasted content")},
}, nil)
pasteText, err := titlePasteText(context.Background(), db, []database.ChatMessage{pasteMessage})
require.NoError(t, err)
require.Equal(t, map[uuid.UUID]string{pasteFileID: "pasted content"}, pasteText)
})
t.Run("propagates fetch errors", func(t *testing.T) {
t.Parallel()
ctrl := gomock.NewController(t)
db := dbmock.NewMockStore(ctrl)
db.EXPECT().GetChatFileDataPrefixesByIDs(gomock.Any(), gomock.Any()).Return(nil, sql.ErrConnDone)
_, err := titlePasteText(context.Background(), db, []database.ChatMessage{pasteMessage})
require.ErrorIs(t, err, sql.ErrConnDone)
})
t.Run("ignores non synthetic file only messages", func(t *testing.T) {
t.Parallel()
ctrl := gomock.NewController(t)
db := dbmock.NewMockStore(ctrl)
pasteText, err := titlePasteText(context.Background(), db, []database.ChatMessage{
mustChatMessage(t, database.ChatMessageRoleUser, database.ChatMessageVisibilityBoth,
codersdk.ChatMessageFile(uuid.New(), "image/png", "photo.png"),
),
})
require.NoError(t, err)
require.Nil(t, pasteText)
})
}
func TestMaybeGenerateChatTitlePreservesUpdatedAt(t *testing.T) {
t.Parallel()
db, _ := dbtestutil.NewDB(t)
ctx := testutil.Context(t, testutil.WaitMedium)
owner := dbgen.User(t, db, database.User{})
org := dbgen.Organization(t, db, database.Organization{})
dbgen.OrganizationMember(t, db, database.OrganizationMember{
UserID: owner.ID,
OrganizationID: org.ID,
})
dbgen.ChatProvider(t, db, database.ChatProvider{
Provider: "openai",
DisplayName: "OpenAI",
APIKey: "test-key",
Enabled: true,
CentralApiKeyEnabled: true,
})
modelConfig := dbgen.ChatModelConfig(t, db, database.ChatModelConfig{
Model: "test-model",
})
userPrompt := "summarize failed workspace build logs"
chat := dbgen.Chat(t, db, database.Chat{
OrganizationID: org.ID,
OwnerID: owner.ID,
LastModelConfigID: modelConfig.ID,
Title: chatprompt.FallbackTitle(userPrompt),
Status: database.ChatStatusWaiting,
ClientType: database.ChatClientTypeUi,
})
expectedUpdatedAt := chat.UpdatedAt
const wantTitle = "Failed workspace logs"
model := &chattest.FakeModel{
GenerateObjectFn: func(_ context.Context, call fantasy.ObjectCall) (*fantasy.ObjectResponse, error) {
require.Equal(t, "propose_title", call.SchemaName)
return &fantasy.ObjectResponse{
Object: map[string]any{"title": wantTitle},
}, nil
},
}
message := mustChatMessage(
t,
database.ChatMessageRoleUser,
database.ChatMessageVisibilityBoth,
codersdk.ChatMessageText(userPrompt),
)
message.ID = 1
logger := slogtest.Make(t, &slogtest.Options{IgnoreErrors: true})
generated := &generatedChatTitle{}
server := &Server{db: db, pubsub: dbpubsub.NewInMemory()}
server.maybeGenerateChatTitle(
ctx,
chat,
[]database.ChatMessage{message},
nil,
resolvedModelCall{
model: chatprovider.NewModel(model, nil),
dbConfig: database.ChatModelConfig{Model: "test-model"},
},
modelBuildOptions{},
generated,
logger,
nil,
)
fetched, err := db.GetChatByID(ctx, chat.ID)
require.NoError(t, err)
require.Equal(t, wantTitle, fetched.Title)
require.True(t, fetched.UpdatedAt.Equal(expectedUpdatedAt),
"updated_at = %s, want same instant as %s",
fetched.UpdatedAt,
expectedUpdatedAt,
)
gotTitle, ok := generated.Load()
require.True(t, ok)
require.Equal(t, wantTitle, gotTitle)
}
func TestMaybeGenerateChatTitleAppliesModelConfigReasoningEffort(t *testing.T) {
t.Parallel()
ctx := testutil.Context(t, testutil.WaitShort)
chat, messages := titleOverrideTestChatAndMessages(t)
reasoningEffort := "high"
maxReasoningEffort := "max"
modelConfigRaw, err := json.Marshal(codersdk.ChatModelCallConfig{
ReasoningEffort: &codersdk.ChatModelReasoningEffortConfig{
Default: &reasoningEffort,
Max: &maxReasoningEffort,
},
})
require.NoError(t, err)
model := &chattest.FakeModel{
ProviderName: fantasyopenai.Name,
ModelName: "gpt-4o-mini",
GenerateObjectFn: func(_ context.Context, call fantasy.ObjectCall) (*fantasy.ObjectResponse, error) {
require.NotNil(t, call.MaxOutputTokens)
require.Equal(t, int64(256), *call.MaxOutputTokens)
providerOptions, ok := call.ProviderOptions[fantasyopenai.Name].(*fantasyopenai.ResponsesProviderOptions)
require.True(t, ok, "%T", call.ProviderOptions[fantasyopenai.Name])
require.NotNil(t, providerOptions.ReasoningEffort)
require.Equal(t, fantasyopenai.ReasoningEffortHigh, *providerOptions.ReasoningEffort)
return &fantasy.ObjectResponse{
Object: map[string]any{"title": "Reasoning title"},
}, nil
},
}
db := dbmock.NewMockStore(gomock.NewController(t))
db.EXPECT().GetChatTitleGenerationModelOverride(gomock.Any()).Return("", nil)
db.EXPECT().UpdateChatTitleByID(gomock.Any(), database.UpdateChatTitleByIDParams{
ID: chat.ID,
Title: "Reasoning title",
}).Return(chatWithTitle(chat, "Reasoning title"), nil)
logger := slogtest.Make(t, &slogtest.Options{IgnoreErrors: true})
server := titleOverrideTestServer(db, logger)
fallbackModel := chatprovider.NewModel(model, nil)
fallbackConfig := database.ChatModelConfig{Model: "gpt-4o-mini", Options: modelConfigRaw}
callConfig, err := parseModelConfigOptions(fallbackConfig.Options)
require.NoError(t, err)
server.maybeGenerateChatTitle(
ctx,
chat,
messages,
nil,
resolvedModelCall{
model: fallbackModel,
dbConfig: fallbackConfig,
providerOptions: chatprovider.ProviderOptionsForCall(fallbackModel, callConfig, nil),
},
modelBuildOptions{},
&generatedChatTitle{},
logger,
nil,
)
}
func Test_titleGenerationPrompt_UsesSlimRules(t *testing.T) {
t.Parallel()
require.Contains(t, titleGenerationPrompt, "Return only the title text in 2-8 words")
require.Contains(t, titleGenerationPrompt, "Do not answer the user or describe the title-writing task")
require.Contains(t, titleGenerationPrompt, "stay close to the user's wording")
require.Contains(t, titleGenerationPrompt, "same language as the user's message")
require.Contains(t, titleGenerationPrompt, "Examples:")
require.NotContains(t, titleGenerationPrompt, "I am a title generator")
}
func Test_generateManualTitle_UsesTimeout(t *testing.T) {
t.Parallel()
messages := []database.ChatMessage{
mustChatMessage(
t,
database.ChatMessageRoleUser,
database.ChatMessageVisibilityBoth,
codersdk.ChatMessageText("refresh chat title"),
),
}
model := &chattest.FakeModel{
GenerateObjectFn: func(ctx context.Context, call fantasy.ObjectCall) (*fantasy.ObjectResponse, error) {
deadline, ok := ctx.Deadline()
require.True(t, ok, "manual title generation should set a deadline")
require.WithinDuration(
t,
time.Now().Add(30*time.Second),
deadline,
2*time.Second,
)
require.Len(t, call.Prompt, 2)
require.Equal(t, "propose_title", call.SchemaName)
return &fantasy.ObjectResponse{Object: map[string]any{"title": "Refresh title"}}, nil
},
}
title, err := generateManualTitle(
context.Background(),
messages,
nil,
model,
titleObjectCall(resolvedModelCall{}),
)
require.NoError(t, err)
require.Equal(t, "Refresh title", title)
}
func Test_generateManualTitle_TruncatesFirstUserInput(t *testing.T) {
t.Parallel()
longFirstUserText := strings.Repeat("a", 1500)
messages := []database.ChatMessage{
mustChatMessage(
t,
database.ChatMessageRoleUser,
database.ChatMessageVisibilityBoth,
codersdk.ChatMessageText(longFirstUserText),
),
}
model := &chattest.FakeModel{
GenerateObjectFn: func(_ context.Context, call fantasy.ObjectCall) (*fantasy.ObjectResponse, error) {
require.Len(t, call.Prompt, 2)
systemText, ok := call.Prompt[0].Content[0].(fantasy.TextPart)
require.True(t, ok)
require.Contains(t, systemText.Text, truncateRunes(longFirstUserText, 1000))
userText, ok := call.Prompt[1].Content[0].(fantasy.TextPart)
require.True(t, ok)
require.Equal(t, truncateRunes(longFirstUserText, 1000), userText.Text)
return &fantasy.ObjectResponse{Object: map[string]any{"title": "Refresh title"}}, nil
},
}
_, err := generateManualTitle(
context.Background(),
messages,
nil,
model,
titleObjectCall(resolvedModelCall{}),
)
require.NoError(t, err)
}
func Test_generateManualTitle_ErrorsOnEmptyNormalizedTitle(t *testing.T) {
t.Parallel()
messages := []database.ChatMessage{
mustChatMessage(
t,
database.ChatMessageRoleUser,
database.ChatMessageVisibilityBoth,
codersdk.ChatMessageText("refresh chat title"),
),
}
model := &chattest.FakeModel{
GenerateObjectFn: func(_ context.Context, _ fantasy.ObjectCall) (*fantasy.ObjectResponse, error) {
return &fantasy.ObjectResponse{
Object: map[string]any{"title": "\"\""},
Usage: fantasy.Usage{
InputTokens: 11,
OutputTokens: 7,
TotalTokens: 18,
},
}, nil
},
}
_, err := generateManualTitle(
context.Background(),
messages,
nil,
model,
titleObjectCall(resolvedModelCall{}),
)
require.ErrorContains(t, err, "generated title was empty")
}
func Test_selectPreferredConfiguredShortTextModelConfig(t *testing.T) {
t.Parallel()
t.Run("chooses the highest-priority configured lightweight model", func(t *testing.T) {
t.Parallel()
configs := []database.GetEnabledChatModelConfigsRow{
{ChatModelConfig: database.ChatModelConfig{Model: preferredTitleModels[2].model}, Provider: preferredTitleModels[2].provider},
{ChatModelConfig: database.ChatModelConfig{Model: preferredTitleModels[1].model}, Provider: preferredTitleModels[1].provider},
{ChatModelConfig: database.ChatModelConfig{Model: "gpt-4.1"}, Provider: "openai"},
}
got, ok := selectPreferredConfiguredShortTextModelConfig(configs)
require.True(t, ok)
require.Equal(t, preferredTitleModels[1].model, got.Model)
})
t.Run("returns false when no preferred lightweight model is configured", func(t *testing.T) {
t.Parallel()
got, ok := selectPreferredConfiguredShortTextModelConfig([]database.GetEnabledChatModelConfigsRow{{
ChatModelConfig: database.ChatModelConfig{Model: "gpt-4.1"},
Provider: "openai",
}})
require.False(t, ok)
require.Equal(t, database.ChatModelConfig{}, got)
})
}
func TestNormalizeTurnStatusLabel(t *testing.T) {
t.Parallel()
tests := []struct {
name string
input string
want string
ok bool
}{
{name: "accepts short label", input: "Finished unit tests", want: "Finished unit tests", ok: true},
{name: "accepts two word label", input: "Submitted PR", want: "Submitted PR", ok: true},
{name: "trims quotes and trailing punctuation", input: `"Submitted PR."`, want: "Submitted PR", ok: true},
{name: "keeps version punctuation", input: "Updated v2.1 config", want: "Updated v2.1 config", ok: true},
{name: "accepts five word label", input: "Updated workspace proxy routing rules", want: "Updated workspace proxy routing rules", ok: true},
{name: "rejects agent phrasing", input: "Agent identified failing tests", ok: false},
{name: "rejects agent possessive", input: "Agent's findings reviewed", ok: false},
{name: "rejects i contraction", input: "I've fixed tests", ok: false},
{name: "rejects it contraction", input: "It's still running", ok: false},
{name: "rejects we contraction", input: "We're almost done", ok: false},
{name: "rejects agent phrase without prefix", input: "Found agent identified bugs", ok: false},
{name: "rejects chat phrasing", input: "The chat is waiting now", ok: false},
{name: "rejects multiline labels", input: "Fixed bug\nAdded tests", ok: false},
{name: "rejects multi sentence labels", input: "Fixed bug. Added tests", ok: false},
{name: "rejects single word", input: "Fixed", ok: false},
{name: "rejects long labels", input: "Fixed the bug and added tests", ok: false},
}
for _, tt := range tests {
t.Run(tt.name, func(t *testing.T) {
t.Parallel()
got, ok := normalizeTurnStatusLabel(tt.input)
require.Equal(t, tt.ok, ok)
require.Equal(t, tt.want, got)
})
}
}
func TestFallbackTurnStatusLabel(t *testing.T) {
t.Parallel()
tests := []struct {
status database.ChatStatus
want string
}{
{status: database.ChatStatusWaiting, want: "Finished latest turn"},
{status: database.ChatStatusRequiresAction, want: "Waiting for user input"},
{status: database.ChatStatusError, want: "Hit an error"},
{status: database.ChatStatus("unknown"), want: "Updated chat status"},
}
for _, tt := range tests {
t.Run(string(tt.status), func(t *testing.T) {
t.Parallel()
require.Equal(t, tt.want, fallbackTurnStatusLabel(tt.status))
})
}
}
func TestGenerateStructuredTitleWithUsage_OpenAICompatibleRequiredToolChoice(t *testing.T) {
t.Parallel()
server, requests := newOpenAICompatStructuredOutputServer(t, "propose_title", `{"title":"Failed workspace logs"}`)
model := openAICompatTestModel(t, server.URL)
title, _, err := generateStructuredTitleWithUsage(
t.Context(),
model.LanguageModel(),
titleObjectCall(resolvedModelCall{}),
titleGenerationPrompt,
"summarize failed workspace build logs",
)
require.NoError(t, err)
require.Equal(t, "Failed workspace logs", title)
body := testutil.TryReceive(t.Context(), t, requests)
require.Equal(t, "required", body["tool_choice"])
require.Equal(t, quickgenTemperature, body["temperature"],
"title generation should pin temperature for repeatable output")
}
// newTemperatureRejectedError mirrors the bad-request error returned
// through AI Bridge by models that do not accept the temperature
// parameter.
func newTemperatureRejectedError() *fantasy.ProviderError {
return &fantasy.ProviderError{
Title: "bad request",
Message: `POST "http://coder-aibridge/v1/messages": 400 Bad Request ` +
`{"error":{"message":"` + "`temperature`" + ` is deprecated for this model.",` +
`"type":"invalid_request_error"},"request_id":"","type":"error"}`,
StatusCode: http.StatusBadRequest,
}
}
func TestGenerateStructuredTitleWithUsage_DropsRejectedTemperature(t *testing.T) {
t.Parallel()
var sawTemperature []bool
model := &chattest.FakeModel{
GenerateObjectFn: func(_ context.Context, call fantasy.ObjectCall) (*fantasy.ObjectResponse, error) {
sawTemperature = append(sawTemperature, call.Temperature != nil)
if call.Temperature != nil {
return nil, newTemperatureRejectedError()
}
return &fantasy.ObjectResponse{
Object: map[string]any{"title": "Failed workspace logs"},
}, nil
},
}
title, _, err := generateStructuredTitleWithUsage(
t.Context(),
model,
titleObjectCall(resolvedModelCall{}),
titleGenerationPrompt,
"summarize failed workspace build logs",
)
require.NoError(t, err)
require.Equal(t, "Failed workspace logs", title)
require.Equal(t, []bool{true, false}, sawTemperature,
"generation should retry without temperature after the model rejects it")
}
func newOpenAICompatStructuredOutputServer(
t *testing.T,
toolName string,
arguments string,
) (*httptest.Server, <-chan map[string]any) {
t.Helper()
requests := make(chan map[string]any, 10)
server := httptest.NewServer(http.HandlerFunc(func(w http.ResponseWriter, r *http.Request) {
var body map[string]any
if err := json.NewDecoder(r.Body).Decode(&body); err != nil {
http.Error(w, err.Error(), http.StatusBadRequest)
return
}
requests <- body
w.Header().Set("Content-Type", "application/json")
_ = json.NewEncoder(w).Encode(map[string]any{
"id": "chatcmpl-structured-output",
"object": "chat.completion",
"created": time.Now().Unix(),
"model": "anthropic/claude-4-5-sonnet",
"choices": []map[string]any{
{
"index": 0,
"message": map[string]any{
"role": "assistant",
"content": "",
"tool_calls": []map[string]any{
{
"id": "call_structured_output",
"type": "function",
"function": map[string]any{
"name": toolName,
"arguments": arguments,
},
},
},
},
"finish_reason": "tool_calls",
},
},
"usage": map[string]any{
"prompt_tokens": 10,
"completion_tokens": 5,
"total_tokens": 15,
},
})
}))
t.Cleanup(server.Close)
return server, requests
}
func openAICompatTestModel(t *testing.T, baseURL string) chatprovider.Model {
t.Helper()
model, err := chatprovider.ModelFromConfig(
fantasyopenaicompat.Name,
"anthropic/claude-4-5-sonnet",
chatprovider.ProviderAPIKeys{
ByProvider: map[string]string{
fantasyopenaicompat.Name: "test-key",
},
BaseURLByProvider: map[string]string{
fantasyopenaicompat.Name: baseURL,
},
},
chatprovider.UserAgent(),
nil,
nil,
nil,
)
require.NoError(t, err)
return model
}
func TestGenerateStructuredTurnStatusLabel(t *testing.T) {
t.Parallel()
t.Run("returns compact label", func(t *testing.T) {
t.Parallel()
model := &chattest.FakeModel{
GenerateObjectFn: func(_ context.Context, call fantasy.ObjectCall) (*fantasy.ObjectResponse, error) {
require.Equal(t, "propose_turn_status_label", call.SchemaName)
require.NotNil(t, call.MaxOutputTokens)
require.Equal(t, turnStatusLabelMaxOutputTokens, *call.MaxOutputTokens)
require.NotNil(t, call.Temperature)
require.Equal(t, quickgenTemperature, *call.Temperature)
return &fantasy.ObjectResponse{
Object: map[string]any{"label": "Submitted PR"},
}, nil
},
}
label, err := generateStructuredTurnStatusLabel(t.Context(), model, turnStatusLabelObjectCall(resolvedModelCall{}), turnStatusLabelPrompt, "done")
require.NoError(t, err)
require.Equal(t, "Submitted PR", label)
})
t.Run("sends required tool_choice to openai-compatible provider", func(t *testing.T) {
t.Parallel()
server, requests := newOpenAICompatStructuredOutputServer(t, "propose_turn_status_label", `{"label":"Submitted PR"}`)
model := openAICompatTestModel(t, server.URL)
label, err := generateStructuredTurnStatusLabel(t.Context(), model.LanguageModel(), turnStatusLabelObjectCall(resolvedModelCall{}), turnStatusLabelPrompt, "done")
require.NoError(t, err)
require.Equal(t, "Submitted PR", label)
require.Len(t, requests, 1)
body := testutil.TryReceive(t.Context(), t, requests)
require.Equal(t, "required", body["tool_choice"])
require.Equal(t, quickgenTemperature, body["temperature"],
"status-label generation should pin temperature for repeatable output")
})
t.Run("drops temperature when model rejects it", func(t *testing.T) {
t.Parallel()
var sawTemperature []bool
model := &chattest.FakeModel{
GenerateObjectFn: func(_ context.Context, call fantasy.ObjectCall) (*fantasy.ObjectResponse, error) {
sawTemperature = append(sawTemperature, call.Temperature != nil)
if call.Temperature != nil {
return nil, newTemperatureRejectedError()
}
return &fantasy.ObjectResponse{
Object: map[string]any{"label": "Submitted PR"},
}, nil
},
}
label, err := generateStructuredTurnStatusLabel(t.Context(), model, turnStatusLabelObjectCall(resolvedModelCall{}), turnStatusLabelPrompt, "done")
require.NoError(t, err)
require.Equal(t, "Submitted PR", label)
require.Equal(t, []bool{true, false}, sawTemperature,
"generation should retry without temperature after the model rejects it")
})
t.Run("surfaces unrelated bad request errors", func(t *testing.T) {
t.Parallel()
var calls int
model := &chattest.FakeModel{
GenerateObjectFn: func(_ context.Context, _ fantasy.ObjectCall) (*fantasy.ObjectResponse, error) {
calls++
return nil, &fantasy.ProviderError{
Title: "bad request",
Message: "tools.0.custom.input_schema: JSON schema is invalid",
StatusCode: http.StatusBadRequest,
}
},
}
_, err := generateStructuredTurnStatusLabel(t.Context(), model, turnStatusLabelObjectCall(resolvedModelCall{}), turnStatusLabelPrompt, "done")
require.ErrorContains(t, err, "JSON schema is invalid")
require.Equal(t, 1, calls,
"bad requests unrelated to temperature should not trigger a second attempt")
})
t.Run("rejects narrative label", func(t *testing.T) {
t.Parallel()
model := &chattest.FakeModel{
GenerateObjectFn: func(_ context.Context, _ fantasy.ObjectCall) (*fantasy.ObjectResponse, error) {
return &fantasy.ObjectResponse{
Object: map[string]any{"label": "Agent identified failing tests"},
}, nil
},
}
_, err := generateStructuredTurnStatusLabel(t.Context(), model, turnStatusLabelObjectCall(resolvedModelCall{}), turnStatusLabelPrompt, "done")
require.ErrorContains(t, err, "generated turn status label was invalid")
})
t.Run("rejects empty input", func(t *testing.T) {
t.Parallel()
model := &chattest.FakeModel{}
_, err := generateStructuredTurnStatusLabel(t.Context(), model, turnStatusLabelObjectCall(resolvedModelCall{}), turnStatusLabelPrompt, " ")
require.ErrorContains(t, err, "turn status label input was empty")
})
}
func TestIsTemperatureRejectedError(t *testing.T) {
t.Parallel()
tests := []struct {
name string
err error
want bool
}{
{
name: "nil error",
err: nil,
want: false,
},
{
name: "plain error mentioning temperature",
err: xerrors.New("temperature is deprecated for this model"),
want: false,
},
{
name: "bad request rejecting temperature",
err: newTemperatureRejectedError(),
want: true,
},
{
name: "wrapped bad request rejecting temperature",
err: xerrors.Errorf("tool-based generation failed: %w", newTemperatureRejectedError()),
want: true,
},
{
name: "bad request with temperature only in response body",
err: &fantasy.ProviderError{
Title: "bad request",
Message: "provider request failed",
StatusCode: http.StatusBadRequest,
ResponseBody: []byte(`{"error":{"message":"Unsupported parameter: 'temperature' is not supported with this model."}}`),
},
want: true,
},
{
name: "bad request unrelated to temperature",
err: &fantasy.ProviderError{
Title: "bad request",
Message: "tools.0.custom.input_schema: JSON schema is invalid",
StatusCode: http.StatusBadRequest,
},
want: false,
},
{
name: "server error mentioning temperature",
err: &fantasy.ProviderError{
Title: "internal server error",
Message: "temperature processing failed",
StatusCode: http.StatusInternalServerError,
},
want: false,
},
}
for _, tt := range tests {
t.Run(tt.name, func(t *testing.T) {
t.Parallel()
require.Equal(t, tt.want, isTemperatureRejectedError(tt.err))
})
}
}
func mustChatMessage(
t *testing.T,
role database.ChatMessageRole,
visibility database.ChatMessageVisibility,
parts ...codersdk.ChatMessagePart,
) database.ChatMessage {
t.Helper()
content, err := json.Marshal(parts)
require.NoError(t, err)
return database.ChatMessage{
Role: role,
Visibility: visibility,
Content: pqtype.NullRawMessage{
RawMessage: content,
Valid: len(content) > 0,
},
}
}