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ahtesham.workbench › README.md

README.md

1# ahtesham.workbench

3The operating setup behind the portfolio agent.

4Not a tools list. A system for shipping reliably.

6## Proof

7- **OpenEvent** runs with 100+ clients

8- **CodeLens** reviews with 430 patterns

9- **Gogaa CLI** passes 1,418 tests

10- **WISC** keeps agent context scoped

12## Loop

13scope -> context -> agent -> review -> ship

15## Rule

16AI proposes. Humans approve money, commitments, and risk.

18## Author

19Ahtesham Ahmad · AI Engineer

Preview

setup page

ahtesham.workbench

The operating setup behind the portfolio agent: tools, constraints, review loops, and context discipline used to ship real products.

OpenEventGogaa CLICodeLensWISC

100+

OpenEvent clients

430

CodeLens patterns

1,418

Gogaa tests

84%

context reduction

Ahtesham Ahmad · AI Engineer

mainMarkdownUTF-8

ahtesham.workbenchLn 1, Col 1