Operator Assessments

Tool Field Notes

A practical log of how systems builders integrate, govern, and extract value from tools without the vendor hype.

Field Note

GhidraMCP: Wiring an LLM Straight Into Ghidra

An MCP server that hands any LLM the keys to Ghidra's decompiler — plus how operators are pairing it with local, uncensored models once the frontier labs started refusing security work.

Fit: Binary triage before running an unknown executable, malware analysis, CTF reversing, legacy-software archaeology, and pre-release fuzzing of your own compiled binaries.
Field Note

Claude Code vs Codex vs Antigravity vs T3

Side-by-side comparison of four AI coding tools — open-source level, model lock-in, subscription vs. API cost, and developer sentiment.

Fit: Developer IDE setup, agent orchestration, rapid prototyping, and daily coding workflows.
Under Construction

The GTM stack — in progress

Honest operator field notes on the tools that actually run GTM orgs — what they do in production, where they break, and whether the spend is worth it. Hard hats on.

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