Retry and Backoff Strategies for Agent-Issued Analytical Queries
Distinguish four types of agent query failures and deploy the right recovery strategy for each.
Callum Dzenga
Section
Agentic Query Patterns
8 stories in Agentic Query Patterns.
Agent Query Audit Logging in Analytical Databases
Regulators now require agents to log governance authorization for every database query.
Seren Almodovar
Agentic vs Human Query Patterns in Production Analytics
Agents probe databases differently than humans, breaking systems designed for human query patterns.
Callum Dzenga
Stateful vs Stateless Agent Query Sessions in Analytics Backends
Agent queries demand stateful backends, but stateless designs hide costs until concurrency scales.
Priya Venkatasubramanian
Pricing Model Fit for High-Frequency Agentic Workloads
Databases built for human queries can't match the billing model that agentic workloads demand.
Priya Venkatasubramanian
Prompt Injection Risks in Agent-to-Database Pipelines
Malicious instructions hidden in data can redirect an agent's database queries.
Priya Venkatasubramanian
Sandboxed Branching for Agent Experiments on Production Data
How agents can safely experiment on production data without risking catastrophic failures.
Tobias Nkemdirim
Token Budget Allocation and Query Cost Estimation for AI Agents
Agents can cut spending by estimating query cost before execution, not after.
Callum Dzenga