Caching Agent Tool Results to Control Latency and Cost
Caching tool outputs separately from prompts prevents serving stale data while cutting costs.
Marcus Oyelaran
Section
Agent Data Access
9 stories in Agent Data Access.
Stateful Multi-Step Web Research Agents
Build research agents with explicit state tracking to prevent hallucination across multi-step tasks.
Jailen Rafferty
Prompt Injection via Web Content in Agentic Pipelines
Attackers hide instructions in web content to hijack AI agents with real-world access.
Jailen Rafferty
Scoping Agent Web Access With Allowlists and Domain Constraints
Domain allowlists miss the real threat: what agents do once they arrive.
Marcus Oyelaran
Agent Tool Retry and Fallback Patterns for Flaky External APIs
Build resilience into agent pipelines with retry logic, circuit breakers, and fallback chains.
Marcus Oyelaran
Rate Limiting and Quota Management for Agent Web Tools
Agents multiply API costs and quota pressure in ways traditional rate limiting wasn't built for.
Jailen Rafferty
Grounding AI Agent Responses With Live Web Data
Connecting AI agents to real-time web data eliminates outdated training snapshots.
Priya Subramaniam
Tool Design for Web-Browsing AI Agents
Reliable web tools, not better models, make AI agents work in production.
Jailen Rafferty
Agent Memory Architectures With External Web Data
Organizing agent memory into four types solves the staleness problem.
Marcus Oyelaran