Lộ trình học
s01 đến s17: thiết kế Agent Harness tuần tự
Chú giải tầng
The Agent LoopOne Loop Is All You Need
“The smallest useful agent is a loop that calls the model, runs tools, and feeds results back.”
Tìm hiểu thêmTool UseAdd a Tool, Add Just One Line
“The loop stays stable while capabilities register into a dispatch table.”
Tìm hiểu thêmPermissionCheck Permissions Before Execution
“Dangerous actions need a harness decision point before the shell runs.”
Tìm hiểu thêmHooksHang on the Loop, Don't Write into It
“Cross-cutting behavior belongs around the loop, not tangled inside it.”
Tìm hiểu thêmTodoWriteAn Agent Without a Plan Drifts Off Course
“Explicit plans keep long-running work visible and correctable.”
Tìm hiểu thêmSubagentBreak Large Tasks into Small Ones with Clean Context
“Subagents give each subtask a clean message history while preserving the main thread.”
Tìm hiểu thêmSkill LoadingLoad Only When Needed
“Inject specialized knowledge only when the task actually needs it.”
Tìm hiểu thêmContext CompactContext Will Fill Up
“Compression keeps the conversation usable when the context window gets crowded.”
Tìm hiểu thêmMemoryKeep a Layer That Doesn't Lose Details
“Some facts should survive summarization and future sessions.”
Tìm hiểu thêmTask SystemBreak Big Goals into Small Tasks
“A task graph turns vague goals into ordered, observable work.”
Tìm hiểu thêmBackground TasksSlow Operations Go to the Background
“The agent can keep reasoning while slow work completes elsewhere.”
Tìm hiểu thêmCron SchedulerProducing Work on a Schedule
“Recurring work should be created by the harness, not remembered by the model.”
Tìm hiểu thêmAgent Team RuntimePersistent Teammates, Atomic Claims, Task-Bound Worktrees
“Persistent teammates can reliably discover and execute parallel work when the runtime owns messaging, atomic claims, and task-bound working directories.”
Tìm hiểu thêmMCP ToolsExternal Tools, Standard Protocol
“External services can become agent tools through a standard discovery and call protocol.”
Tìm hiểu thêmIntegrated HarnessMany Mechanisms, One Loop
“The integrated harness is still one loop, surrounded by the systems introduced across the course.”
Tìm hiểu thêmWorkflow RuntimeScripts Own Fixed Orchestration
“When orchestration has a fixed shape, code can make it parallel, deterministic, and resumable.”
Tìm hiểu thêmGoal LoopIndependent Evaluation Decides When to Stop
“A durable goal keeps the loop working until an independent evaluator finds the completion condition satisfied in the conversation.”
Tìm hiểu thêm