Changelog

Polish

What stands between today and the 1.0 cut:

• 📚 Polish documentation
• 💸 Cost UAT
• 🪟 Dashboard UAT

Up Next

Planned next:

• 🧭 More VectorStore backends
• 🤗 Declarative ingestion — typed pipeline sources (e.g. Hugging Face) and chunking, no worker code
• 📊 Performance benchmarks — published pass-through overhead
• 🧪 A/B variant indexes

0.4

API hardening

• 🧩 Finalize CRDs
• 🚆 Wire-compatible pass-through reads and writes
• 🏷️ Naming things

Lifecycle and operability

• 🎚️ Autoscaling compute for pipelines and UDFs
• 🗄️ Document cache endpoint for multi-stage pipelines
• 📸 Index snapshot history
• 🧨 Coordinated delete
• ⛵ Helm and Terraform install scripts
• 🔐 Scoped API keys — minted ApiKey resources
• 🔑 License key validation
• 🧾 Key audit logs — lifecycle events to S3- 🏭 Warehouse CRD — declared Snowflake and Hugging Face sources
• 🏗️ Production cluster cutover — lean topology live in prod

Surfaces

• 🪟 Dashboard MVP — CRD management and observability
• 📚 Documentation site
• 🧰 Official Python, Go, and TypeScript clients

Search

• 🎯 Stable reads during heavy writes
• 🕰️ Temporal queries — as_of / between selector on reads
• 🚦 Ready signal — namespace reports when every row is indexed
• 📜 Precomputed facet listings in snapshots
• 🪙 Precomputed facet counts in snapshots
• 🪃 Scans — row selection by filter, fts, hybrid_text, or ann
• 🆔 Search by id via document-cached vector
• 🪢 Hybrid text fusion — fuzzy + BM25 fused by RRF
• 🧭 Query routing — Auto picks the search mode
• 🤖 Agentic search — an Agent runs a budgeted plan → recall → relevance-score loop above Auto
• 📰 Search history saved to S3
• 🔥 Trending searches — reduce-shaped UDFs over search history
• 🗂️ Enhanced namespace metadata