Pragmatic Starter Kit: Build Your Foundation
Version control, automated testing, and continuous integration create a reliable software development foundation that makes quality repeatable.
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Agent Handoffs: How to Pass Work Without Losing Context
Most multi-agent failures happen at transfer boundaries. Learn how to design a compact handoff contract so the next agent gets the right intent, constraints, status, evidence, next action, and stop condition without inheriting noisy transcript history.
Summarization for Long-Running Agents: Compression Without Losing the Plot
Long context windows do not solve long-running agent state. This article explains why summarization is really state compression, how to design structured summaries, when to trigger compaction, and how to detect behavioral drift before bad memory causes wrong tool calls or broken constraint handling.
Responses API, Agents SDK, and the Modern Agent Stack
Most teams think they are choosing a framework. In practice, they are choosing what they will be able to see, control, and recover when an agent fails. This article explains the execution layer, orchestration layer, state tradeoffs, and the real architectural decisions behind a modern agent stack.
Tracing Agent Behavior: The Fastest Way to Understand What Went Wrong
If an agent fails and you only have the final answer, you are debugging blind. This article explains how useful traces expose the exact step, tool, state, or context failure that actually broke the run.
Text Manipulation: Automate Repetitive Work
If you repeat the same text work twice, it is already time to automate it.
Power Editing: Your Editor Is Your Sword
Master your editor and you’ll double your productivity.