EmberScale AI — Advanced Reverse Engineering with AI (Live Stream)

Speed up your Ghidra workflow with AI—then learn the playbook live.
This bundle gives you the EmberScale AI toolbox (4 Python tools) plus a seat at the live, in-person workshop where we reverse engineer real binaries together and automate the boring parts with AI.

What you’ll get

EmberScale AI Toolbox (code download)

Four production-ready tools that form the core of EmberScale AI:

• EmberScale-RE_Toolbox.py — utility layer for RE tasks (helpers used across the suite)
• EmberScale_Single_Decompile.py — one-shot decompile pipeline for a target function/address
• EmberScale_Ghidra.py — Ghidra/PyGhidra integration runner for scripted analysis
• EmberScale_QA_Lite.py — lightweight AI Q&A/explanation generator for functions/snippets

What it does:

• AI-assisted function understanding and doc generation
• Faster first-pass comprehension (rename/retype suggestions, cleaner summaries)
• Scriptable pipelines you can drop into existing Ghidra projects

Requirements: Ghidra, Python 3.8+, and an AI API key (e.g., Anthropic). Basic CLI comfort recommended.

Live, In-Person Workshop: “Advanced Reverse Engineering with AI”

A hands-on session for reverse engineers, malware analysts, firmware folks, and security testers.

You will learn:

• Building an AI-assisted RE loop around Ghidra (end-to-end)
• Cleanly decompiling and extracting the right context for models
• Auto-naming/retyping strategies and pitfalls
• Turning gnarly functions into clear, report-ready explanations
• Safe/ethical workflows for client work and regulated environments

You will leave with:

• A working EmberScale AI setup on your laptop
• Reusable scripts you can adapt to your targets
• A repeatable method for AI-augmented triage, analysis, and documentation

Format: Live, in-person. Bring your laptop. Venue/date shared with registered attendees.
Recording is not guaranteed.

Who this is for

• Reverse engineers and DFIR pros who live in Ghidra
• Security researchers/pentesters who need fast, documented insights
• Firmware & automotive analysts who want repeatable AI-assisted workflows

Syllabus (high-level)

1. Foundations — environment, PyGhidra, model prompt-hygiene
2. Single Decompile — precise scope control, function targeting, output shaping
3. QA Lite — generating accurate, concise explanations without hallucination traps
4. RE Toolbox — variable naming & typing strategies, cross-refs, strings, and structure
5. Putting it together — batch runs, reports, and integration into your day-to-day

Licensing & use

• Single-user license for the toolbox (commercial work allowed).
• Use only on binaries/targets you are legally authorized to analyze.

FAQ

Do I need prior Ghidra experience?
Yes—basic comfort helps. You don’t need to be an expert.

Will I get updates to the tools?
Yes—minor updates to this bundle are included.

Do I need an AI key?
Yes. You’ll connect your own provider key during setup.

Grab the bundle, secure your seat, and walk out with an AI-augmented RE workflow you can use the same day on real engagements.