CCDV-F Ep 8: Context Editing vs Compaction, Subagents and the Memory Tool
Gheware DevOps AI
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CCDV-F Ep 8: Context Editing vs Compaction, Subagents and the Memory Tool
5 просмотров · 2 нед. назад
Gheware DevOps AI
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5 просмотров · 2 нед. назад
CCDV-F Exam Prep, Ep 08: context editing vs compaction, subagents and the memory tool. Domain 6, Prompt and Context Engineering (11.0% of the exam), and Domain 1, Agents and Workflows (14.7% of the exam).
On turn 30 of a triage run, Claude rereads every old tool result on every request, so answers get worse and the bill climbs. Learn the rule: prune at the source, clear with context editing, summarize with compaction, isolate reading in a subagent, and keep lasting facts in the memory tool.
⏱️ Chapters
0:00 Turn 30: what leaves the window?
0:23 A bigger context window is not the fix
1:00 Symptoms: context bloat vs context drift
2:04 Prune tool output at the source
2:33 Context editing clears, compaction summarizes
3:09 context_management and clear_tool_uses
3:36 Threshold compaction: append the whole response.content
3:51 Cache rebuilds, trigger and clear_at_least
4:24 instructions replace the default summary prompt
4:39 Beta platform availability, including Amazon Bedrock
5:08 trigger and keep are example values
5:24 Isolate big reading jobs in a subagent
6:08 Outlive sessions with the memory tool
6:52 Decision rules cheat sheet
7:28 Next: Ep 9, MCP and Skills
📚 Course playlist: • Claude Certified Developer (CCDV-F) Exam P...
🧪 Hands-on workshop: https://devops.gheware.com
⬅️ Previous: Ep 07 — One Tool Call End to End — strict, Parallel Results and is_error • CCDV-F Ep 7: One Tool Call End to End — st...
➡️ Next: Ep 09 — Build an MCP Server; Built-in Tool vs Custom Tool vs Skill vs MCP • CCDV-F Ep 9: Build an MCP Server; Built-in...
Facts checked against the Claude docs on 2026-10-03. Context editing and compaction are still beta, so their beta headers, edit types, example trigger values and which platforms carry on-demand compaction can change. If a detail differs on exam day, reason from the principle.
Independent exam-prep material. Not affiliated with or endorsed by Anthropic. Contains no live exam items.
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