Stories from the gateway
AI Agents
Debugging a Stuck Agent: A Triage Runbook
Stuck is four different failures with four different fixes. How to tell hung from looping from stalled from quietly truncated, and what to do about each one.
· 9 min read
AI Agents
Dependency-Aware Planning: Ordering Work That Blocks
Most agent plans are flat lists executed top to bottom. Modelling dependencies instead unlocks parallelism, better retries and honest progress reporting.
· 9 min read
AI Agents
Detecting Agent Loops Before They Burn Your Budget
· 8 min readAI Agents
Idempotency in Agent Actions: Safe to Repeat by Design
· 9 min read
AI Agents
Map-Reduce With Agents: Splitting Work That Actually Splits
· 9 min read
AI Agents
MCP Server Design: Fewer Tools, Sharper Boundaries
· 9 min readAI Agents
MCP Transport Options: stdio, HTTP and When Each Fits
· 8 min readAI Agents
MCP vs Plain Tool Calling: When the Protocol Earns Its Keep
· 8 min readAI Agents
Measuring Agent Success Rate Without Fooling Yourself
· 9 min readAI Agents
Orchestrator-Worker Patterns for Agents That Hold Up
· 9 min readAI Agents
Parallel Tool Calls: When Concurrency Helps an Agent
· 8 min readAI Agents
Partial Failure Recovery: When Half the Agents Succeed
· 9 min readAI Agents
Prompt Regression Testing: A CI Gate for Fuzzy Output
· 9 min readAI Agents
Rate Limiting Agent Fleets Without Killing Throughput
· 9 min readReady to start?
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