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ShovalBenjer/README.md

LinkedIn

Where agents break

How I check my own work

Public projects with metrics

I work in the open at Zion-sewers — public infrastructure for trust in agents. Every repo answers one question: how do I know I am right?

  • mcp-guard — adversarial fuzzer for MCP servers. 65 findings against Anthropic's reference servers, including silent shell-injection hits.
  • sqltok — token-budgeted schema selection for Text-to-SQL. 97% gold-table recall at a 2,000-token budget on BIRD.
  • agenteval-bench — pytest for agent outputs. Deterministic matchers, regression tracking, CI gates.
  • protobuf-fuzz-guard — protobuf schema CVE scanning plus fuzz-harness generation in four languages.

The factory floor

Watch the agents work →

The live Zion board. Every card, every office, zero hidden queues. This is where the work above actually happens.

More writing at daily-deep-learning.

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