Janady13/missionmatch / internal/integration/ai_phase8_integration_test.go

Source identity

Field	Recorded value
Source type	GitHub source
Original record	Janady13/missionmatch / internal/integration/ai_phase8_integration_test.go
Date	Not specified in source
Repository	Janady13/missionmatch
Revision	1e9249840a4302ec82e123b9c9cb6f75badea3e4
Branch	master
Path or archive member	internal/integration/ai_phase8_integration_test.go
Original SHA-256	4e62ab5e241f6dbbc967cf0ce6aefe0dacbfadedcbe381f0043ae51c1f8d6a74
Git blob SHA	cbbf3d10ab28f807fda18b010d44efd9762b67d0
Reading-copy SHA-256	4e62ab5e241f6dbbc967cf0ce6aefe0dacbfadedcbe381f0043ae51c1f8d6a74

Original source ↗

Every recorded occurrence

These 47 records contain identical original source bytes. Their paths and revisions remain part of the archive.

Original record	Branch or archive	Revision / identifier	Original location
Janady13/missionmatch / internal/integration/ai_phase8_integration_test.go	master	1e9249840a4302ec82e123b9c9cb6f75badea3e4	Open original
Janady13/missionmatch / internal/integration/ai_phase8_integration_test.go	feature/aioe-upgrade	2178e7298d0e5d9af83afa12402fd587f0ba6ed8	Open original
Janady13/missionmatch / internal/integration/ai_phase8_integration_test.go	m5-price-to-win	41000ad30fff4129fdaf5ec84e15ba14c27d4890	Open original
Janady13/missionmatch / internal/integration/ai_phase8_integration_test.go	w3-ai-staffing-recommendations	43d56387270ef4da4cabd794d97ca6a49909bc7d	Open original
Janady13/missionmatch / internal/integration/ai_phase8_integration_test.go	ws3-clearance	4b8e7ce594c068621867f9c9deed0ec64ae6c553	Open original
Janady13/missionmatch / internal/integration/ai_phase8_integration_test.go	collision-deconfliction	4ee5a09972608ed89f8377c6665542d5f450f0a6	Open original
Janady13/missionmatch / internal/integration/ai_phase8_integration_test.go	ai-intelligence-layer	5d5ddff70393a197c5f54a45280bb5dd42b24755	Open original
Janady13/missionmatch / internal/integration/ai_phase8_integration_test.go	ws7-federal-signal	6a9f6ce9cfb13345ffb47770d4960e7c2d9c17c2	Open original
Janady13/missionmatch / internal/integration/ai_phase8_integration_test.go	ws6-retrieval	6c56e29231ec05735927fa265c97d517499dfeaf	Open original
Janady13/missionmatch / internal/integration/ai_phase8_integration_test.go	per-tenant-routing	9bde0f9a74b89d01980fa658e5253acda7528d0c	Open original
Janady13/missionmatch / internal/integration/ai_phase8_integration_test.go	ai-brain-live	aac32fc49c878cc5bca099459307611562d0bac1	Open original
Janady13/missionmatch / internal/integration/ai_phase8_integration_test.go	graphrag-foundation	b0ddeb9f633fd138d09309d1a17b7d13bc3a67f7	Open original
Janady13/missionmatch / internal/integration/ai_phase8_integration_test.go	ws1-ontology-sync	b596f449a32a1016fbd403c36505cc00a1ac9ee6	Open original
Janady13/missionmatch / internal/integration/ai_phase8_integration_test.go	time-to-fill-survival	b66e1e505863d4f17741a4b9ede73509e45bd6c6	Open original
Janady13/missionmatch / internal/integration/ai_phase8_integration_test.go	mag-substrate	b82c7100a492dec67dfd1eda6b3f53def859be35	Open original
Janady13/missionmatch / internal/integration/ai_phase8_integration_test.go	capture-readiness	bae6af7cb2997e819174a9e9cfff5e16067a1975	Open original
Janady13/missionmatch / internal/integration/ai_phase8_integration_test.go	deploy-and-ops	bdacd9d0b4d5998d25fc74bf4007f4c3ec538c7a	Open original
Janady13/missionmatch / internal/integration/ai_phase8_integration_test.go	ws8-teaching-loop	c823f0fb6bb2aba0f39001eb6de96f4000d9321f	Open original
Janady13/missionmatch / internal/integration/ai_phase8_integration_test.go	phase2-eval-fairness	d361af254701975fe239927656ababb56374655e	Open original
Janady13/missionmatch / internal/integration/ai_phase8_integration_test.go	phase2-connectors	e038d4c687aec16f8bd9bc4d907eea14d91f8704	Open original
Janady13/missionmatch / internal/integration/ai_phase8_integration_test.go	ws2-alias-relationship	e4dada4601c6eb101830f9d223a9655dfa120616	Open original
Janady13/missionmatch / internal/integration/ai_phase8_integration_test.go	presentation-readiness	eb574acaa29d71ce4d0f852572e87c275c79fdb7	Open original
Janady13/missionmatch / internal/integration/ai_phase8_integration_test.go	ws9-bench-ingestion	f585a9ef32fa554663ce1fba9a414a54b6e49cf0	Open original
Janady13/missionmatch / internal/integration/ai_phase8_integration_test.go	vendor-intelligence	fe9796a19c261951d3f2565206c0c1b5ac294465	Open original
Janady13/missionmatch / internal/integration/ai_phase8_integration_test.go	per-tenant-routing	9bde0f9a74b89d01980fa658e5253acda7528d0c	Open original
Janady13/missionmatch / internal/integration/ai_phase8_integration_test.go	collision-deconfliction	4ee5a09972608ed89f8377c6665542d5f450f0a6	Open original
Janady13/missionmatch / internal/integration/ai_phase8_integration_test.go	ws6-retrieval	6c56e29231ec05735927fa265c97d517499dfeaf	Open original
Janady13/missionmatch / internal/integration/ai_phase8_integration_test.go	m5-price-to-win	41000ad30fff4129fdaf5ec84e15ba14c27d4890	Open original
Janady13/missionmatch / internal/integration/ai_phase8_integration_test.go	ws1-ontology-sync	b596f449a32a1016fbd403c36505cc00a1ac9ee6	Open original
Janady13/missionmatch / internal/integration/ai_phase8_integration_test.go	master	1e9249840a4302ec82e123b9c9cb6f75badea3e4	Open original
Janady13/missionmatch / internal/integration/ai_phase8_integration_test.go	ws8-teaching-loop	c823f0fb6bb2aba0f39001eb6de96f4000d9321f	Open original
Janady13/missionmatch / internal/integration/ai_phase8_integration_test.go	w3-ai-staffing-recommendations	43d56387270ef4da4cabd794d97ca6a49909bc7d	Open original
Janady13/missionmatch / internal/integration/ai_phase8_integration_test.go	mag-substrate	b82c7100a492dec67dfd1eda6b3f53def859be35	Open original
Janady13/missionmatch / internal/integration/ai_phase8_integration_test.go	ws3-clearance	4b8e7ce594c068621867f9c9deed0ec64ae6c553	Open original
Janady13/missionmatch / internal/integration/ai_phase8_integration_test.go	phase2-eval-fairness	d361af254701975fe239927656ababb56374655e	Open original
Janady13/missionmatch / internal/integration/ai_phase8_integration_test.go	time-to-fill-survival	b66e1e505863d4f17741a4b9ede73509e45bd6c6	Open original
Janady13/missionmatch / internal/integration/ai_phase8_integration_test.go	ai-intelligence-layer	5d5ddff70393a197c5f54a45280bb5dd42b24755	Open original
Janady13/missionmatch / internal/integration/ai_phase8_integration_test.go	graphrag-foundation	b0ddeb9f633fd138d09309d1a17b7d13bc3a67f7	Open original
Janady13/missionmatch / internal/integration/ai_phase8_integration_test.go	deploy-and-ops	bdacd9d0b4d5998d25fc74bf4007f4c3ec538c7a	Open original
Janady13/missionmatch / internal/integration/ai_phase8_integration_test.go	ws9-bench-ingestion	f585a9ef32fa554663ce1fba9a414a54b6e49cf0	Open original
Janady13/missionmatch / internal/integration/ai_phase8_integration_test.go	ws2-alias-relationship	e4dada4601c6eb101830f9d223a9655dfa120616	Open original
Janady13/missionmatch / internal/integration/ai_phase8_integration_test.go	presentation-readiness	eb574acaa29d71ce4d0f852572e87c275c79fdb7	Open original
Janady13/missionmatch / internal/integration/ai_phase8_integration_test.go	ws7-federal-signal	6a9f6ce9cfb13345ffb47770d4960e7c2d9c17c2	Open original
Janady13/missionmatch / internal/integration/ai_phase8_integration_test.go	ai-brain-live	aac32fc49c878cc5bca099459307611562d0bac1	Open original
Janady13/missionmatch / internal/integration/ai_phase8_integration_test.go	phase2-connectors	e038d4c687aec16f8bd9bc4d907eea14d91f8704	Open original
Janady13/missionmatch / internal/integration/ai_phase8_integration_test.go	feature/aioe-upgrade	2178e7298d0e5d9af83afa12402fd587f0ba6ed8	Open original
Janady13/missionmatch / internal/integration/ai_phase8_integration_test.go	capture-readiness	bae6af7cb2997e819174a9e9cfff5e16067a1975	Open original

Recovered source transcript

Download complete source text ↓103 lines · 3.2 KB

//go:build integration

package integration

import (
	"context"
	"os"
	"testing"
	"time"

	"github.com/missionworkforce/missionmatch/internal/modules/ai"
	"github.com/missionworkforce/missionmatch/internal/platform/inference"
)

func aiClient(t *testing.T) *inference.Client {
	t.Helper()
	url := os.Getenv("MM_MEGAMIND_URL")
	if url == "" {
		t.Skip("MM_MEGAMIND_URL unset; skipping the AI layer integration test")
	}
	c, err := inference.New(inference.Config{BaseURL: url, EmbedModel: "all-minilm", Dimension: 384, Timeout: 60 * time.Second})
	if err != nil {
		t.Fatalf("inference client: %v", err)
	}
	return c
}

// TestAIMemoryErasure proves per tenant memory and that the right to erasure wipes it: a semantic memory
// about a candidate is stored, recalled, and then removed by ForgetCandidate.
func TestAIMemoryErasure(t *testing.T) {
	client := aiClient(t)
	org := seedOrg(t)
	cand := seedCandidate(t, org, "secret", "active", true)
	ctx := ctxOrg(org)

	mem := ai.NewMemory(appDB, client)
	if err := mem.Store(ctx, &cand.ID, "semantic", "this candidate excelled at incident response under pressure"); err != nil {
		t.Fatalf("store memory: %v", err)
	}
	recalled, err := mem.Recall(ctx, "incident response", 5)
	if err != nil {
		t.Fatalf("recall: %v", err)
	}
	if len(recalled) == 0 {
		t.Fatal("a stored semantic memory should be recallable by similarity")
	}

	if err := mem.ForgetCandidate(ctx, cand.ID); err != nil {
		t.Fatalf("forget: %v", err)
	}
	// Count via the migrator (BYPASSRLS) to be certain the rows are physically gone, not just hidden.
	var remaining int
	if err := migrator.QueryRow(context.Background(), "SELECT count(*) FROM ai_memory WHERE candidate_id=$1", cand.ID).Scan(&remaining); err != nil {
		t.Fatalf("count: %v", err)
	}
	if remaining != 0 {
		t.Fatalf("erasure must wipe AI memory about the candidate, %d rows survived", remaining)
	}
}

// TestKAGSkillAdjacency proves the KAG skill graph is live over the populated embeddings.
func TestKAGSkillAdjacency(t *testing.T) {
	if os.Getenv("MM_MEGAMIND_URL") == "" {
		t.Skip("requires the populated skills.embedding (run on the backfilled database)")
	}
	org := seedOrg(t)
	adj, err := ai.SkillAdjacency(ctxOrg(org), appDB, "AWS", 5)
	if err != nil {
		t.Fatalf("SkillAdjacency: %v", err)
	}
	if len(adj) == 0 {
		t.Skip("no skill embeddings in this database; run cmd/embed-backfill first")
	}
	for _, a := range adj {
		if a.Name == "AWS" {
			t.Fatal("a skill must not be its own neighbor")
		}
	}
}

// TestTAGIntentRunsReadOnly proves a curated TAG intent executes RLS scoped and returns the database's
// own aggregate (no model authored SQL).
func TestTAGIntentRunsReadOnly(t *testing.T) {
	org := seedOrg(t)
	seedCandidate(t, org, "secret", "active", true)
	seedCandidate(t, org, "top_secret", "active", true)

	intent, ok := ai.IntentByName("count_candidates_by_clearance")
	if !ok {
		t.Fatal("the count_candidates_by_clearance intent must be registered")
	}
	res, err := ai.ExecuteIntent(ctxOrg(org), appDB, intent, []any{""})
	if err != nil {
		t.Fatalf("ExecuteIntent: %v", err)
	}
	if len(res.Columns) != 2 || res.Columns[0] != "clearance_level" {
		t.Fatalf("unexpected columns: %v", res.Columns)
	}
	if len(res.Rows) == 0 {
		t.Fatal("the org has candidates; the aggregate should return rows")
	}
}