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September 5, 2026
FixRAGService

Prove the deploy by digest, not by tag

The preceding commit stops `set image` being a silent no-op. This asserts the outcome: after the rollout, the tag is resolved to a digest at the registry and th...

KamoΒ·6d ago
FixRAGService

A rebuild of the same commit deployed nothing and reported success

The image is tagged with the commit SHA, so rebuilding the same commit produces an identical image reference. `kubectl set image` then changes nothing, the Depl...

KamoΒ·6d ago
September 4, 2026
FixRAGService

Let a rollout finish what the old pod was doing

Deploys replaced the only pod of each service with nothing to catch the requests in flight. Three settings, applied across the fleet: - preStop sleeps 10s befo...

KamoΒ·6d ago
August 28, 2026
FixRAGService

KB audience tiers are cumulative, matching KbReaderScope

The retrieval filter matched a reader's tier exactly: a TEAM_MEMBER had to match aiVisibleToTeamMembers and nothing else. So an article an author had deliberate...

KamoΒ·2w ago
August 16, 2026
FixRAGService

Size the pod above its own JVM heap ceiling [skip ci]

The image starts the JVM with -XX:MaxRAMPercentage=70 -XX:+AlwaysPreTouch, so the heap alone may take 70% of the container limit and pre-touch keeps every commi...

KamoΒ·3w ago
August 3, 2026
FixRAGService

Harden the kubectl download against flaky egress [skip ci]

dl.k8s.io over the runner's egress intermittently drops mid-transfer: curl: (56) OpenSSL SSL_read: decryption failed or bad record mac which fails the deploy ...

KamoΒ·1mo ago
April 18, 2026
FixRAGService

Bump kamo-shared-library to 1.4.0

KamoΒ·4mo ago
March 30, 2026
FixRAGService

Lower embedding batch size to 8 to match model backend limit

The TEI backend forces max_batch_requests=8 regardless of client config. Batches of 32 were still failing with connection errors.

KamoΒ·5mo ago
FixRAGService

Batch embedding requests to respect model's max batch size of 32

The embedding model rejects requests with more than 32 inputs, but articles with large content produce 46-198 chunks. All embedding attempts were failing with 4...

KamoΒ·5mo ago
March 28, 2026
March 18, 2026
FixRAGService

Add search request/response logging to RagSearchController

Log orgId, query, result count, and full stack traces on error to diagnose 500 responses seen from AIService.

KamoΒ·5mo ago
FixRAGService

Reduce chunk size to fit all-MiniLM-L6-v2 token limit (256 max)

Chunk target was 2000 chars (~512 tokens) but the embedding model only accepts 256 tokens, causing 413 validation errors. Reduce to 800 chars (~200 tokens) with...

KamoΒ·5mo ago
FixRAGService

Use integer match filter for Qdrant searches instead of matchKeyword

The orgId and articleId payload fields are stored as integers via value(Long), but search and delete filters used matchKeyword() which only matches string/keywo...

KamoΒ·5mo ago
FixRAGService

Index KB articles for RAG on creation, not just when published

Previously the RAG pipeline only indexed PUBLISHED articles, requiring the full review/approval cycle before the AI chat could reference them. Now indexes all a...

KamoΒ·5mo ago
March 17, 2026
FixRAGService

Rename qdrant config properties to avoid K8s env var collision

Kubernetes auto-creates QDRANT_PORT env var from the qdrant Service, which overrides the Spring property with 'tcp://ip:port' instead of an integer. Renamed to ...

KamoΒ·5mo ago
FixRAGService

Make NATS consumer startup resilient with retry logic

Consumer now retries subscription in a background thread with backoff if KB_EVENTS stream doesn't exist yet. Prevents crash loop when KBService hasn't published...

KamoΒ·5mo ago
FixRAGService

Remove .mvn directory copy from Dockerfile

KamoΒ·5mo ago

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