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Performance Optimization - Agent Workflow Caching #10

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opened 2026-02-27 13:58:53 -05:00 by yindo · 0 comments
yindo commented 2026-02-27 13:58:53 -05:00
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Originally created by @leviathofnoesia on GitHub (Feb 20, 2026).

Enhancement Proposal

Hi PentestAgent team!

Security testing agents have unique performance constraints - they need to be thorough but also fast enough to be practical.

Optimization Opportunity

I noticed pentest workflows often repeat reconnaissance steps. What if:

  1. Reconnaissance caching - cache results of common recon tasks
  2. Smart retry logic - optimize failed scan retries
  3. Parallel exploitation - run non-dependent exploits concurrently

Why This Matters

  • Faster test cycles = more iterations in limited time windows
  • Reduced API costs for cloud-based testing
  • Better coverage through efficient resource use

Contribution

I could implement a caching layer for reconnaissance results with TTL-based invalidation.

Would this be valuable? Happy to start a PoC.

Best

Originally created by @leviathofnoesia on GitHub (Feb 20, 2026). ## Enhancement Proposal Hi PentestAgent team! Security testing agents have unique performance constraints - they need to be thorough but also fast enough to be practical. ### Optimization Opportunity I noticed pentest workflows often repeat reconnaissance steps. What if: 1. **Reconnaissance caching** - cache results of common recon tasks 2. **Smart retry logic** - optimize failed scan retries 3. **Parallel exploitation** - run non-dependent exploits concurrently ### Why This Matters - Faster test cycles = more iterations in limited time windows - Reduced API costs for cloud-based testing - Better coverage through efficient resource use ### Contribution I could implement a caching layer for reconnaissance results with TTL-based invalidation. Would this be valuable? Happy to start a PoC. Best
yindo closed this issue 2026-02-27 13:58:56 -05:00
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Reference: yindo/pentestagent#10
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