Stories from the gateway
AI Agents
Agent Regression Suites: Catching Breaks Before Users Do
A prompt edit can silently break a workflow that worked yesterday. Here is how to build a regression suite for an agent that actually blocks merges.
· 9 min read
AI Agents
Agent Resumption Patterns: Restarting Without Starting Over
Picking up a stopped agent run safely: why it stopped changes how you resume, and why the world may have moved while the agent was not looking.
· 8 min read
AI Agents
Agent Self-Correction: When Reflection Helps and When It Does Not
· 9 min read
AI Agents
Agent Shell Access Safety: Giving a Model a Terminal
· 9 min readAI Agents
Agent State Machines: Constraining the Loop That Wanders
· 8 min readAI Agents
Agent Task Decomposition: How Small Is Small Enough?
· 9 min read
AI Agents
Agent Test Harnesses: Testing a System That Is Not Deterministic
· 9 min readAI Agents
Agent Timeout Strategies: Bounding a Loop That Cannot Stop
· 9 min readAI Agents
Agent Token Budgets: Capping Spend Without Capping Capability
· 8 min readAI Agents
Agent-to-Agent Protocols: What They Solve and What They Do Not
· 9 min readAI Agents
Approval Gates in Agents: Where to Put the Human
· 9 min readAI Agents
Building an MCP Server: A Working One in an Afternoon
· 9 min read
AI Agents
Context Compaction: Keeping Agents Alive Past Turn Twenty
· 9 min readAI Agents
Critic Agent Patterns: Useful Review Without Endless Rewrites
· 9 min readReady to start?
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