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Frédéric F., a self-taught CTO, shares his unconventional journey into software engineering and cybersecurity—without expensive schools or elite mentors. Instead, he relied on:
– Ugly tutorials
– 500 errors
– All-night debugging sessions (e.g., “error mirth hl7 cannot parse message”)
– MOOCs (Massive Open Online Courses)
– Personal projects
– Self-code reviews
– AI-generated backends
His mantra: “The day I stop learning, I’ve lost.”
You Should Know:
1. Debugging Like a Pro
- Linux Commands for Log Analysis:
grep -i "error" /var/log/syslog Search for errors in system logs journalctl -xe --no-pager | tail -n 50 Check recent systemd logs dmesg | grep -i "fail" Kernel error diagnostics
- Windows Event Logs:
Get-EventLog -LogName Application -EntryType Error -Newest 10 Fetch recent errors
2. Automating Backend Development with AI
- Use GPT-Engineer to scaffold a backend:
git clone https://github.com/AntonOsika/gpt-engineer.git cd gpt-engineer pip install -e . echo "Create a Flask REST API with JWT auth" > prompt.txt gpt-engineer prompt.txt
3. Self-Code Review (Roasting Your Own Code)
- Static Analysis Tools:
pylint your_script.py Python code review bandit -r . Security-focused Python scanner
- Git Hook for Pre-Commit Checks:
.git/hooks/pre-commit !/bin/sh pylint $(git diff --cached --name-only --diff-filter=ACM | grep '.py$')
4. Cybersecurity Skill Sharpening
- Practice HL7 (Healthcare) Security:
Simulate HL7 message parsing errors echo "MSH|^~\&|SENDER|RECEIVER|APP|FACILITY|202404260000||ADT^A01|MSGID|P|2.7" | mirthconnect-cli --test
- Try CTF Challenges:
Install CTF tools sudo apt install binwalk steghide john the ripper
What Undercode Say:
The path to mastery in IT, cybersecurity, or software engineering isn’t paved with diplomas—it’s built on relentless curiosity. Key takeaways:
1. Logs Are Your Best Friend: Use grep
, journalctl
, and `dmesg` to dissect failures.
2. AI Accelerates Development: Tools like GPT-Engineer can bootstrap projects.
3. Self-Review Is Non-Negotiable: Linters (pylint
, bandit
) catch vulnerabilities early.
4. Cybersecurity Requires Hands-On Practice: HL7, CTFs, and real-world debugging forge expertise.
Expected Output:
A CTO who thrives on continuous learning, leveraging:
- Linux commands for diagnostics
- AI-driven automation
- Rigorous self-review
- Cybersecurity drills
No LinkedIn fluff—just code, errors, and growth.
References:
Reported By: Frederic Fabregue – Hackers Feeds
Extra Hub: Undercode MoN
Basic Verification: Pass ✅