The AI Tech-Debt Trap
Why AI-generated code is quietly breaking codebases — and how senior engineers fix it
A 90-minute live session that teaches one genuinely useful lesson: the 'AI tech-debt' problem. Attendees leave with a reusable 5-point audit framework they can use the next day, even if they never enroll in a course. The pitch is earned by the value, and lives only in the final 10 minutes.
The Hook: A Live Disaster
One innocent prompt, one working function, and the silent N+1 query, missing error handling, and security gap hiding inside — live on screen.
The Real Problem: Debt at AI Speed
Why the gap between 'generates code' and 'evaluates code' is where teams are accumulating debt right now.
The 5-Point AI Code Audit — The Takeaway
A compact, reusable audit framework: anti-patterns, performance traps, correctness & edge cases, security, testability. Walk away with a one-page checklist.
From Prompt-User to Orchestrator
Why better prompts aren't the answer — judgment is. Encode your standards so the AI enforces them for you.
Where This Goes Next
The full track map: Tier A (AI-Augmented Engineering) and Tier B (Engineering AI). Find your next step.
Q&A + Next Steps
Live questions, cohort info, and an attendee-only offer. The value already did the selling.
- The 5-Point AI Code Audit one-page checklist — emailed after attendance
- A working mental model: every AI output is a PR to review
- A clear next step into the track, matched to your level
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