Compact video-first crash course covering when to use prompting, RAG, fine-tuning, or agents. Useful before going deep. (Paid, $199) 5️⃣ Full Stack AI Engineering - Towards AI's flagship program. 90+ ...

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The part I'm most proud of: the learning system. Every run feeds a local SQLite database that tracks which selectors go flaky across runs. The agent reads that diagnosis and repairs the spec itself.

The local model (Gemma 4, running on my GPU) found: SQL injection via unsanitized JWT claims Missing authorization checks NoneType crash on invalid tokens Plaintext password comparison Role escalation ...