CRYPTO SYSTEMS PROGRAM

Engineer Crypto Systems with Confidence

The Crypto Engineer (TCE) combines four tightly edited books, runnable labs, and operational runbooks so working quants, independent builders, risk leads, and dev teams can make reliable custody, market, and monitoring decisions. The program ships checklists and incident-ready guides that let you (and your teammates) sign off with confidence while staying aligned on the same narrative spine.

Program Snapshot

Four volumes move from cryptographic primitives to Bitcoin ops, cryptomarket plumbing, and live operations. Labs rehearse common incident drills (wallet recovery, fee policy, AMM risk, monitoring playbooks) so a single repo can support both self-study and internal workshops.

Repo Stats - Notebooks and Code

Books PDFs 4
Notes PDFs 17
Notebooks 51
Book PDF Pages 341
Notes PDF Pages 102
Scripts 30

Choose How You Traverse the Spine

Each path uses the same references and labs. You decide how much time to spend in drills versus deep reading.

Foundations Sprint

Fast Path · 4 Weeks
  • Guided read-through of Crypto Foundations & Bitcoin Foundations.
  • Weekly coaching guides (PDF) point to the notebooks, labs, and priorities for each module.
  • Dedicated Discord server for guidance, content clarifications, and peer support.
  • Perfect for fast-moving security, quant, or infra engineers entering crypto.

Systems Builder

Medium Path · 8 Weeks
  • Alternating book chapters with labs on nodes, wallets, fee policy, and markets.
  • Bi-weekly coaching guides (PDFs) highlight review prompts, lab focus areas, and practice priorities.
  • Asynchronous Discord discussions clarify tricky sections and keep labs on track.
  • Ideal for team leads running trading desks, custody stacks, or risk programs.

Ops Residency

Exploration Path · 6 Months
  • Use the entire repo as an internal training hub for a single seat.
  • Self-paced timeline with detailed coaching guides to structure your practice.
  • Mix-and-match labs and incident walkthroughs to document progress or compliance evidence.
  • Built for busy engineers who need reusable drills over a long runway.

Curriculum Spine

The same story arc flows through books, labs, and cohort discussions: primitives → Bitcoin → markets → live ops.

Theory Spine

1
Crypto Foundations
Rebuild hashing, MACs, AEAD, and entropy budgets so proofs and adversary models feel practical.
2
Bitcoin Foundations
Keys, scripts, consensus, and fee markets treated as a coherent system you can inspect and simulate.
3
Cryptomarkets & Systems
Market microstructure, DeFi plumbing, and execution metrics for engineers and risk teams.
4
Crypto Engineering
Architecture checklists, governance hooks, and monitoring patterns for production operations.

Operations Spine

A
Lab Setup & Tooling
Regtest networks, reproducible notebooks, and entropy calculators for quick experimentation.
B
Wallet & Node Operations
Transaction surgery, fee policy playbooks, and rehearsed recovery days.
C
Markets & Data
Latency audits, AMM risk calculators, and on-chain data pipelines you can own.
D
Ops & Governance
Monitoring starter kits, incident walkthroughs, compliance binders, and upgrade guides.

The Four-Book Backbone

Four focused PDFs cover 341+ pages of applied cryptography, systems thinking, and operational practice. Each one links directly to the matching labs so reading and drilling stay tightly coupled.

Python Primer for Crypto Engineering Ramp-up (~100 pages)

The on-ramp for TCE: tidy Python, virtualenv hygiene, hashing/file handling, quick integrity checks, and CLI habits that make the labs frictionless.

Crypto Foundations ~110 pages

Reconnects algorithms and probability with modern adversaries so hash functions, AEAD modes, and randomness budgets become intuitive tools.

Exercises double as cryptography warmups for the labs.

Bitcoin Foundations ~80 pages

Applies the primitives to the full Bitcoin stack: keys, scripts, consensus, and fee markets. You learn to inspect, simulate, and debug the canonical system.

Cryptomarkets & Systems ~70 pages

Zooms out to data plumbing, market structure, and DeFi protocols so engineers and quants can reason about live flows, latency, and risk.

Crypto Engineering ~80 pages

Turns insights into architectures, review checklists, monitoring blueprints, and runbooks for teams operating under pressure.

Labs, Notes, and Drills

Short, focused Lab Notes (17 and counting, including Python scripts). Each note points back to the exact chapter it reinforces.

Foundation Labs

  • Hashing in Practice
  • AEAD Patterns by Example
  • Debugging MAC Failures
  • Entropy Budget Clinic

Bitcoin Labs

  • Transaction Surgery
  • Regtest Mining & Node Setup
  • Wallet Drills & Recovery Day
  • Fee Policy Playbook

Markets & Data

  • Exchange Latency Lab
  • On-Chain Data Ops Primer
  • AMM Risk Cheat Sheet

Ops & Governance

  • Monitoring Starter Kit
  • Incident Walkthrough: Stuck Withdrawals
  • Compliance Evidence Binder
  • Long-Lived System Upgrade Guide

Why Teams Use TCE

The repo is opinionated: fewer slides, more drills. Everything points to shipping safer systems.

[Docs]

Shared Narrative

The same headings, notation, and diagrams show up in every PDF, notebook, and briefing. Switching between books and labs feels seamless.

[Lab]

Runnable Experiments

51 notebooks and 30 Python scripts recreate the theory on laptops or staging clusters without bespoke setup.

[Ops]

Incident Readiness

Run wallet-loss drills, fee-policy rehearsals, and monitoring walk-throughs before something breaks in production.

[Audit]

Evidence-Friendly

Compliance binders map exercises to artifacts so audits and partner reviews stay grounded in real work.

[Guide]

Guided Choices

Each lab states the “major benefit” up front so you can match it to your personal and team goals quickly.

[Team]

Cohort & Community

Dedicated Discord channels provide ongoing guidance, content clarifications, and peer accountability.

Secure Your Spot

You can join immediately and get started right away with the four books, full repo access, and guided labs. Secure your spot with the launch offer and dive into the materials as soon as payment clears.

€499
Initial launch offer — limited seats.
Get started with your structured, self-paced learning experience from December 1, 2025.
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Bundle option: There is also a CPF + TAE + TCE bundle offer available at python-for-finance.com.

• Immediate access to PDFs & notes • Notebook + code repo • Always-on Discord support • Corporate training available on request

Disclaimer

Cancellations or refunds are not possible because delegates get full access to the complete electronic program materials (videos, HTML pages, PDFs, Jupyter Notebooks, Python code, etc.). The program resources are copyrighted and not allowed to be shared or distributed. The resources are instructional and illustrative only. They come with no warranties or representations, to the extent permitted by applicable law.

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Login credentials for the program resources are sent shortly after payment (at most one German business day later), so you can get started with the program materials right away.