every turn persists its decision record, and the reversal is written down (V-629)
internal/decision kept a 25-turn ring and persisted nothing, on the argument that a turn record is read minutes later or never. The owner reversed that on 06-08-2026: the routing heads cannot be fitted or calibrated without real utterances, and V-631 measured that 9 of the 31 modes have no seed example at all. docs/plans/21-persisting-the-routing-trace.md carries the reversal, and CLAUDE.md now says which of its own sentences stopped being true. cmd/mavend/routingtrace.go is a second sink beside the ring, which did not move: the ring is still what /trace reads and still what a test with no store gets. A failed insert is logged and swallowed, because a trace must never change what he hears. traceSink keeps a nil store out of the interface, since a typed nil pointer there would pass the nil check and die on the first turn. Four fields the ring never carried: which reach the turn arrived on, whether stage 0 answered before the classifier was consulted, which encoder body was live (the same EmbedderID string the vector marker uses), and what the action stage actually did. Co-Authored-By: Claude Opus 5 <noreply@anthropic.com> Claude-Session: https://claude.ai/code/session_0117tgnmbgZpHVV3XSNw8Qua
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// mavend/routingtrace.go — persisting the per-turn decision record (V-629).
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//
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// internal/decision keeps a 25-turn in-memory ring and persisted nothing, on the
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// argument that a turn record is read minutes later or never. The owner reversed
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// that on 06-08-2026, because the routing heads (V-546) cannot be fitted or
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// calibrated without real utterances and there is no other source of them. The
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// reversal is written down in docs/plans/21-persisting-the-routing-trace.md.
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//
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// The ring stays. It is what /trace reads, it is fast, and it is what a test that
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// wired no store still gets. This file is the second sink beside it, and it is
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// nil unless the daemon has a database — no store, no trace, no error.
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package main
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import (
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"context"
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"encoding/json"
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"log"
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"strings"
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"github.com/kami/maven/internal/decision"
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"github.com/kami/maven/internal/store"
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)
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// traceWriter is the seam the handler persists through. store.Store satisfies
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// it. nil ⇒ the ring is the only sink, which is the pre-V-629 behaviour exactly.
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type traceWriter interface {
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WriteRoutingTrace(ctx context.Context, tr store.RoutingTrace) (int64, error)
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}
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// traceSink wraps the store, or returns nil when there is none. A typed nil
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// pointer assigned straight into the interface would be non-nil and would panic
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// on the first turn, which is the classic shape of this bug.
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func traceSink(s *store.Store) traceWriter {
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if s == nil {
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return nil
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}
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return s
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}
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// persistDecision writes one finished record. It takes the same *decision.Record
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// the ring takes, so the two sinks cannot disagree about what the turn did.
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//
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// Errors are logged and swallowed. A trace is diagnostic and training data, and
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// a failed insert must never change what the owner hears.
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func (h *reactiveHandler) persistDecision(ctx context.Context, rec *decision.Record, src turnSource) {
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if h.traces == nil || rec == nil || strings.TrimSpace(rec.Utterance) == "" {
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return
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}
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claims, err := json.Marshal(rec.Claims)
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if err != nil {
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log.Printf("routing trace: marshal claims: %v", err)
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return
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}
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tr := store.RoutingTrace{
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Ts: rec.Ts,
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Utterance: rec.Utterance,
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Source: string(src),
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Winner: rec.Winner,
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Intent: wonIntent(rec),
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ClaimedBeforeHead: claimedBeforeHead(rec),
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EncoderID: h.encoderID,
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Outcome: wonAt(rec, decision.StageAction),
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Claims: claims,
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}
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if _, err := h.traces.WriteRoutingTrace(ctx, tr); err != nil {
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log.Printf("routing trace: write: %v", err)
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}
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}
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// wonIntent — what the winning claimant made the turn. Read from the claim
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// rather than from the route, because a pre-route resolver wins without routing
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// and its intent is the honest answer to "what was this turn".
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func wonIntent(rec *decision.Record) string {
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for _, c := range rec.Claims {
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if c.Outcome == decision.Won && c.Intent != "" {
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return c.Intent
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}
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}
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return ""
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}
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// wonAt — the claimant that won at one stage. The action stage is what actually
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// produced the reply, which is a different question from what was routed: a
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// route that reached a gap and a route that ran are not the same turn.
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func wonAt(rec *decision.Record, stage string) string {
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for _, c := range rec.Claims {
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if c.Stage == stage && c.Outcome == decision.Won {
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return c.Claimant
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}
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}
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return ""
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}
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// claimedBeforeHead — a pre-route resolver or a stage-0 grammar answered, so the
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// turn teaches nothing about the classifier. Those are a large share of real
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// traffic, and fitting a head on them would fit it to the grammars rather than
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// to him. Recorded per turn rather than filtered on write, because which share
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// that is happens to be the number V-632 needs to know.
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func claimedBeforeHead(rec *decision.Record) bool {
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stage, _, ok := strings.Cut(rec.Winner, ":")
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if !ok {
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return false
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}
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return stage == decision.StagePreRoute || stage == decision.StageZero
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}
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