ai_runs logging, redaction and retention (#60)
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Co-authored-by: dev_agent <dev_agent@cubecraftlabs.com>
This commit was merged in pull request #60.
This commit is contained in:
2026-10-05 09:55:06 -04:00
committed by approver_agent
parent 5d5404b3cb
commit 87316d8b70
13 changed files with 1274 additions and 49 deletions
+108 -40
View File
@@ -4,7 +4,7 @@
// for output matching the skill's schema, decodes and validates the reply,
// and on failure sends exactly one repair turn quoting the problems. If the
// repair fails too the run fails with llm.ErrBadOutput; there is no silent
// fallback (D-007).
// fallback (D-007). Every run is recorded in ai_runs (see Run and Purge).
package harness
import (
@@ -17,6 +17,7 @@ import (
"strings"
"code.cubecraftlabs.com/Maniacs_Mansion/Meal-Quest/internal/ai/llm"
"code.cubecraftlabs.com/Maniacs_Mansion/Meal-Quest/internal/store"
)
// Skill is one versioned AI task with input In and structured output Out.
@@ -40,16 +41,43 @@ type Skill[In, Out any] interface {
PostProcess(out Out) (Out, error)
}
// NewProvider builds the provider a run sends its requests to from the
// household's settings and decrypted API key. In production it is
// presets.FromSettings.
type NewProvider func(s llm.Settings, key string) (llm.Provider, error)
// Config is what a run needs from the household's AI settings.
type Config struct {
// Provider answers the requests.
Provider llm.Provider
// Settings is the household's AI configuration. Settings.Provider and
// Settings.Model are recorded in ai_runs and may not be empty;
// Settings.Temperature is sent with every request.
Settings llm.Settings
// APIKey is the decrypted API key, or "" for a provider that takes
// none. It reaches the provider only through NewProvider, and every
// occurrence of it is removed from the ai_runs row.
APIKey string
// NewProvider builds the run's provider from Settings and APIKey.
NewProvider NewProvider
// Persona is ai_settings.system_prompt, the first layer of every
// system prompt; empty means none.
Persona string
// Temperature is the household's sampling temperature, sent with
// every request.
Temperature float64
// Store receives the run's ai_runs row. It must not be nil.
Store *store.Store
}
// validate reports a Config missing what every run needs.
func (c Config) validate() error {
switch {
case c.NewProvider == nil:
return errors.New("config has no provider constructor")
case c.Settings.Provider == "":
return errors.New("config has no provider name")
case c.Settings.Model == "":
return errors.New("config has no model")
case c.Store == nil:
return errors.New("config has no store")
}
return nil
}
// BadOutputError is a run whose reply and repair reply were both unusable.
@@ -74,48 +102,88 @@ func (e *BadOutputError) Unwrap() error { return llm.ErrBadOutput }
// Run runs skill s on in with cfg and returns its validated, post-processed
// output. A provider error other than llm.ErrBadOutput is returned
// unchanged and never repaired.
//
// Every run with a valid Config writes one ai_runs row when it ends,
// covering both turns, with its RunStatus and the request and response
// bodies redacted (see redact). A render failure is recorded as
// StatusBadOutput and a provider that cannot be built as
// StatusProviderError, both with no turns. A Config error fails the run
// before anything else, and writes no row since the row cannot be
// written without one. When the row cannot be written the run fails with
// that error too, even if its output was usable.
func Run[In, Out any](ctx context.Context, cfg Config, s Skill[In, Out], in In) (Out, error) {
var zero Out
if err := cfg.validate(); err != nil {
return zero, fmt.Errorf("harness: skill %s v%d: %w", s.Name(), s.Version(), err)
}
log := &runLog{start: store.Now()}
out, status, err := execute(ctx, cfg, s, in, log)
if saveErr := log.save(ctx, cfg, s.Name(), s.Version(), status, err); saveErr != nil {
return zero, errors.Join(err, fmt.Errorf("harness: skill %s v%d: record ai_runs row: %w", s.Name(), s.Version(), saveErr))
}
if err != nil {
return zero, err
}
return out, nil
}
// execute renders the prompt, builds the provider and sends the turns,
// recording them in log. It returns the run's status alongside its result.
func execute[In, Out any](ctx context.Context, cfg Config, s Skill[In, Out], in In, log *runLog) (Out, RunStatus, error) {
var zero Out
prompt, err := Render(cfg.Persona, s, in)
if err != nil {
return zero, fmt.Errorf("harness: skill %s v%d: render: %w", s.Name(), s.Version(), err)
return zero, StatusBadOutput, fmt.Errorf("harness: skill %s v%d: render: %w", s.Name(), s.Version(), err)
}
provider, err := cfg.NewProvider(cfg.Settings, cfg.APIKey)
if err != nil {
return zero, StatusProviderError, fmt.Errorf("harness: skill %s v%d: provider: %w", s.Name(), s.Version(), err)
}
schema := s.Schema()
temperature := cfg.Temperature
temperature := cfg.Settings.Temperature
req := llm.Request{
System: prompt.System,
Messages: []llm.Message{{Role: llm.RoleUser, Content: prompt.User}},
Temperature: &temperature,
Schema: &schema,
}
out, reply, first, err := attempt(ctx, cfg.Provider, s, req)
if err != nil {
return zero, err
}
if len(first) > 0 {
if reply != "" {
req.Messages = append(req.Messages, llm.Message{Role: llm.RoleAssistant, Content: reply})
}
req.Messages = append(req.Messages, llm.Message{Role: llm.RoleUser, Content: repairMessage(schema.Name, first)})
var second []string
out, _, second, err = attempt(ctx, cfg.Provider, s, req)
if err != nil {
return zero, err
}
if len(second) > 0 {
return zero, &BadOutputError{Skill: s.Name(), Version: s.Version(), First: first, Repair: second}
}
}
return out, nil
return turns(ctx, cfg.APIKey, provider, s, req, log)
}
// attempt sends req once, then decodes, validates, post-processes and
// validates the reply again. It returns the reply for the repair turn and
// the problems found; err is set only for a provider or post-process
// failure, neither of which is repairable.
func attempt[In, Out any](ctx context.Context, p llm.Provider, s Skill[In, Out], req llm.Request) (out Out, reply string, problems []string, err error) {
resp, err := p.Generate(ctx, req)
// turns sends req and, when its reply is unusable, the repair turn,
// recording both in log. It returns the run's status alongside its result.
func turns[In, Out any](ctx context.Context, apiKey string, provider llm.Provider, s Skill[In, Out], req llm.Request, log *runLog) (Out, RunStatus, error) {
var zero Out
out, reply, first, status, err := attempt(ctx, apiKey, provider, s, req, log)
if err != nil {
return zero, status, err
}
if len(first) == 0 {
return out, StatusOK, nil
}
log.problems = first
if reply != "" {
req.Messages = append(req.Messages, llm.Message{Role: llm.RoleAssistant, Content: reply})
}
req.Messages = append(req.Messages, llm.Message{Role: llm.RoleUser, Content: repairMessage(req.Schema.Name, first)})
out, _, second, status, err := attempt(ctx, apiKey, provider, s, req, log)
if err != nil {
return zero, status, err
}
if len(second) > 0 {
return zero, StatusBadOutput, &BadOutputError{Skill: s.Name(), Version: s.Version(), First: first, Repair: second}
}
return out, StatusRepaired, nil
}
// attempt sends req to provider once, records the turn in log, then decodes,
// validates, post-processes and validates the reply again. It returns the
// reply for the repair turn and the problems found; err is set only for a
// provider or post-process failure, neither of which is repairable, and
// status then says which.
func attempt[In, Out any](ctx context.Context, apiKey string, provider llm.Provider, s Skill[In, Out], req llm.Request, log *runLog) (out Out, reply string, problems []string, status RunStatus, err error) {
resp, err := provider.Generate(ctx, req)
log.add(apiKey, req, resp, err)
// The repair turn must quote what failed: the structured output when
// there is any, otherwise the text.
reply = string(resp.JSON)
@@ -124,21 +192,21 @@ func attempt[In, Out any](ctx context.Context, p llm.Provider, s Skill[In, Out],
}
if err != nil {
if errors.Is(err, llm.ErrBadOutput) {
return out, reply, []string{err.Error()}, nil
return out, reply, []string{err.Error()}, "", nil
}
return out, "", nil, err
return out, "", nil, StatusProviderError, err
}
if err := decode(resp.JSON, &out); err != nil {
return out, reply, []string{err.Error()}, nil
return out, reply, []string{err.Error()}, "", nil
}
if problems := s.Validate(out); len(problems) > 0 {
return out, reply, problems, nil
return out, reply, problems, "", nil
}
out, err = s.PostProcess(out)
if err != nil {
return out, "", nil, fmt.Errorf("harness: skill %s v%d: post-process: %w", s.Name(), s.Version(), err)
return out, "", nil, StatusBadOutput, fmt.Errorf("harness: skill %s v%d: post-process: %w", s.Name(), s.Version(), err)
}
return out, reply, s.Validate(out), nil
return out, reply, s.Validate(out), "", nil
}
// decode strictly decodes data into out: one JSON value, no unknown fields.