Reports

• Production RAG/Sep 21, 2026/7 min read

  Knowledge Refresh for Production RAG: when nightly batches leave answers stale

  Policy changed this morning; the model still cites yesterday's embedding.

  Read report

• Production RAG/Sep 15, 2026/6 min read

  Efficient Production RAG Integration

  After a promising demo, hidden latency and missed answers quickly erode user trust.

  Read report

• Enterprise AI/Sep 12, 2026/6 min read

  Knackline Report - Modular Autonomy Proof

  Autonomous agents look strong in demos, yet the cost of stitching them together shows up later as downtime and rollback cycles.

  Read report

• Production RAG/Sep 11, 2026/7 min read

  Efficient AI System Production

  Users see a noticeable pause between typing a query and receiving the first token.

  Read report

• Production RAG/Sep 11, 2026/7 min read

  Feedback Loop Amplification in Autonomous AI

  On real traffic, hidden costs show up as latency spikes and runaway compute.

  Read report

• Production RAG/Jun 22, 2026/7 min read

  Tenant isolation for multi-tenant RAG: ACLs that survive multi-hop retrieval

  Tenant isolation at the index level means partitioning the vector store into dedicated namespaces per tenant.

  Read report

• Production RAG/Jun 15, 2026/7 min read

  Agentic RAG ACLs: why single-query filters fail on multi-hop retrieval

  Each hop looks authorized until the agent stitches three fragments into a document nobody should see whole.

  Read report

• Production RAG/Jun 1, 2026/7 min read

  GraphRAG when vector search is not enough: relational questions need structure

  Nearest neighbors find similar paragraphs; they do not reliably answer who owns what across a changing org graph.

  Read report

Showing 8 of 17 reports