Architecture
2024-05-12
LLM-Agentic Workflow for Lead Qualification
Implementing a multi-agent orchestration layer to extract intent from unstructured submissions and route qualified leads.
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Engineering Log
A chronological repository of system architectures, post-mortems, and implementation notes.
Post-Mortem
2024-04-28
Vector DB Index Corruption Incident
A review of a Pinecone index corruption event, recovery steps, and the safeguards added to prevent recurrence.
Research
2024-05-30
Entity SEO and the Knowledge Layer for AI Search
How entity-first structure turns content collections into an actual knowledge layer for AI search and retrieval.
Research
2024-05-22
RAG Observability for Low-Latency AI Systems
A practical framework for monitoring retrieval quality, latency budgets, and answer drift in production RAG systems.