Stop Cross-Tenant RAG Leaks Before Qdrant Runs the Search
Qdrant trusts the client filter. Inject tenant predicates into the query AST so agents cannot skip isolation, even under prompt injection.
13 min read
Topic
#AI-Agents
6 articles on this topic.
Query Qdrant From the CLI Without Writing SDK Code
qql-go is archived. Use the qql CLI from qql-rs for CI, runbooks, and agent-safe Qdrant retrieval. This post is the original design.
12 min read
Extract Entities From Documents Into an LLM Wiki With GLiNER2
GLiNER2 extracts entities, relations, and JSON on CPU. Build a compounding LLM wiki instead of re-running RAG on the same facts.
19 min read
Host a 24/7 AI Telegram Bot on Oracle Cloud Always Free
Deploy a private 24/7 AI Telegram bot on Oracle Cloud Always Free. Secure your $0/mo VPS with Tailscale and UFW with zero public open ports.
13 min read
